KennethEnevoldsen commited on
Commit
7bece1c
2 Parent(s): ad74187 81530b6

Merge pull request #38 from Samoed/update_models_names

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Files changed (3) hide show
  1. EXTERNAL_MODEL_RESULTS.json +0 -0
  2. model_meta.yaml +221 -221
  3. refresh.py +4 -2
EXTERNAL_MODEL_RESULTS.json CHANGED
The diff for this file is too large to render. See raw diff
 
model_meta.yaml CHANGED
@@ -1,5 +1,5 @@
1
  model_meta:
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- Baichuan-text-embedding:
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  link: https://platform.baichuan-ai.com/docs/text-Embedding
4
  seq_len: 512
5
  size: null
@@ -8,7 +8,7 @@ model_meta:
8
  is_proprietary: true
9
  is_sentence_transformers_compatible: false
10
  uses_instruct: false
11
- Cohere-embed-english-v3.0:
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  link: https://huggingface.co/Cohere/Cohere-embed-english-v3.0
13
  seq_len: 512
14
  size: null
@@ -17,7 +17,7 @@ model_meta:
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  is_proprietary: true
18
  is_sentence_transformers_compatible: false
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  uses_instruct: false
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- Cohere-embed-english-v3.0-instruct:
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  link: https://huggingface.co/Cohere/Cohere-embed-english-v3.0
22
  seq_len: 512
23
  size: null
@@ -26,7 +26,7 @@ model_meta:
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  is_proprietary: true
27
  is_sentence_transformers_compatible: false
28
  uses_instruct: true
29
- Cohere-embed-multilingual-light-v3.0:
30
  link: https://huggingface.co/Cohere/Cohere-embed-multilingual-light-v3.0
31
  seq_len: 512
32
  size: null
@@ -35,7 +35,7 @@ model_meta:
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  is_proprietary: true
36
  is_sentence_transformers_compatible: false
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  uses_instruct: false
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- Cohere-embed-multilingual-v3.0:
39
  link: https://huggingface.co/Cohere/Cohere-embed-multilingual-v3.0
40
  seq_len: 512
41
  size: null
@@ -44,7 +44,7 @@ model_meta:
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  is_proprietary: true
45
  is_sentence_transformers_compatible: false
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  uses_instruct: false
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- DanskBERT:
48
  link: https://huggingface.co/vesteinn/DanskBERT
49
  seq_len: 514
50
  size: 125
@@ -53,7 +53,7 @@ model_meta:
53
  is_proprietary: false
54
  is_sentence_transformers_compatible: true
55
  uses_instruct: false
56
- FollowIR-7B:
57
  link: https://huggingface.co/jhu-clsp/FollowIR-7B
58
  seq_len: 4096
59
  size: 7240
@@ -61,7 +61,7 @@ model_meta:
61
  is_propietary: false
62
  is_sentence_transformer_compatible: false
63
  uses_instruct: true
64
- GritLM-7B:
65
  link: https://huggingface.co/GritLM/GritLM-7B
66
  seq_len: 4096
67
  size: 7240
@@ -69,7 +69,7 @@ model_meta:
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  is_propietary: false
70
  is_sentence_transformer_compatible: false
71
  uses_instruct: true
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- GritLM-7B-noinstruct:
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  link: https://huggingface.co/GritLM/GritLM-7B
74
  seq_len: 4096
75
  size: 7240
@@ -77,7 +77,7 @@ model_meta:
77
  is_propietary: false
78
  is_sentence_transformer_compatible: false
79
  uses_instruct: false
80
- LASER2:
81
  link: https://github.com/facebookresearch/LASER
82
  seq_len: N/A
83
  size: 43
@@ -86,7 +86,7 @@ model_meta:
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  is_proprietary: false
87
  is_sentence_transformers_compatible: false
88
  uses_instruct: false
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- LLM2Vec-Llama-2-supervised:
90
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised
91
  seq_len: 4096
92
  size: 6607
@@ -95,7 +95,7 @@ model_meta:
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  is_proprietary: false
96
  is_sentence_transformers_compatible: false
97
  uses_instruct: true
98
- LLM2Vec-Llama-2-unsupervised:
99
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse
100
  seq_len: 4096
101
  size: 6607
@@ -104,7 +104,7 @@ model_meta:
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  is_proprietary: false
105
  is_sentence_transformers_compatible: false
106
  uses_instruct: true
107
- LLM2Vec-Meta-Llama-3-supervised:
108
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised
109
  seq_len: 8192
110
  size: 7505
@@ -113,7 +113,7 @@ model_meta:
113
  is_proprietary: false
114
  is_sentence_transformers_compatible: false
115
  uses_instruct: true
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- LLM2Vec-Meta-Llama-3-unsupervised:
117
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse
118
  seq_len: 8192
119
  size: 7505
@@ -122,7 +122,7 @@ model_meta:
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  is_proprietary: false
123
  is_sentence_transformers_compatible: false
124
  uses_instruct: true
125
- LLM2Vec-Mistral-supervised:
126
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised
127
  seq_len: 32768
128
  size: 7111
@@ -131,7 +131,7 @@ model_meta:
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  is_proprietary: false
132
  is_sentence_transformers_compatible: false
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  uses_instruct: true
134
- LLM2Vec-Mistral-unsupervised:
135
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse
136
  seq_len: 32768
137
  size: 7111
@@ -140,7 +140,7 @@ model_meta:
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  is_proprietary: false
141
  is_sentence_transformers_compatible: false
142
  uses_instruct: true
143
- LLM2Vec-Sheared-Llama-supervised:
144
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised
145
  seq_len: 4096
146
  size: 1280
@@ -149,7 +149,7 @@ model_meta:
149
  is_proprietary: false
150
  is_sentence_transformers_compatible: false
151
  uses_instruct: true
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- LLM2Vec-Sheared-Llama-unsupervised:
153
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse
154
  seq_len: 4096
155
  size: 1280
@@ -158,7 +158,7 @@ model_meta:
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  is_proprietary: false
159
  is_sentence_transformers_compatible: false
160
  uses_instruct: true
161
- LaBSE:
162
  link: https://huggingface.co/sentence-transformers/LaBSE
163
  seq_len: 512
164
  size: 471
@@ -203,7 +203,7 @@ model_meta:
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  is_proprietary: false
204
  is_sentence_transformers_compatible: false
205
  uses_instruct: true
206
- OpenSearch-text-hybrid:
207
  link: https://help.aliyun.com/zh/open-search/vector-search-edition/hybrid-retrieval
208
  seq_len: 512
209
  size: null
@@ -212,7 +212,7 @@ model_meta:
212
  is_proprietary: true
213
  is_sentence_transformers_compatible: false
214
  uses_instruct: false
215
- SFR-Embedding-Mistral:
216
  link: https://huggingface.co/Salesforce/SFR-Embedding-Mistral
217
  seq_len: 32768
218
  size: 7111
@@ -230,7 +230,7 @@ model_meta:
230
  is_proprietary: false
231
  is_sentence_transformers_compatible: true
232
  uses_instruct: true
233
- all-MiniLM-L12-v2:
234
  link: https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2
235
  seq_len: 512
236
  size: 33
@@ -239,7 +239,7 @@ model_meta:
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  is_proprietary: false
240
  is_sentence_transformers_compatible: true
241
  uses_instruct: false
242
- all-MiniLM-L6-v2:
243
  link: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
244
  seq_len: 512
245
  size: 23
@@ -248,7 +248,7 @@ model_meta:
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  is_proprietary: false
249
  is_sentence_transformers_compatible: true
250
  uses_instruct: false
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- all-MiniLM-L6-v2-instruct:
252
  link: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
253
  seq_len: 512
254
  size: 23
@@ -256,8 +256,8 @@ model_meta:
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  is_external: true
257
  is_proprietary: false
258
  is_sentence_transformers_compatible: true
259
- uses_instruct: true
260
- all-mpnet-base-v2:
261
  link: https://huggingface.co/sentence-transformers/all-mpnet-base-v2
262
  seq_len: 514
263
  size: 110
@@ -266,7 +266,7 @@ model_meta:
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  is_proprietary: false
267
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- all-mpnet-base-v2-instruct:
270
  link: https://huggingface.co/sentence-transformers/all-mpnet-base-v2
271
  seq_len: 514
272
  size: 110
@@ -274,8 +274,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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- uses_instruct: true
278
- allenai-specter:
279
  link: https://huggingface.co/sentence-transformers/allenai-specter
280
  seq_len: 512
281
  size: 110
@@ -284,7 +284,7 @@ model_meta:
284
  is_proprietary: false
285
  is_sentence_transformers_compatible: true
286
  uses_instruct: false
287
- bert-base-10lang-cased:
288
  link: https://huggingface.co/Geotrend/bert-base-10lang-cased
289
  seq_len: 512
290
  size: 138
@@ -293,7 +293,7 @@ model_meta:
293
  is_proprietary: false
294
  is_sentence_transformers_compatible: true
295
  uses_instruct: false
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- bert-base-15lang-cased:
297
  link: https://huggingface.co/Geotrend/bert-base-15lang-cased
298
  seq_len: 512
299
  size: 138
@@ -302,7 +302,7 @@ model_meta:
302
  is_proprietary: false
303
  is_sentence_transformers_compatible: true
304
  uses_instruct: false
305
- bert-base-25lang-cased:
306
  link: https://huggingface.co/Geotrend/bert-base-25lang-cased
307
  seq_len: 512
308
  size: 138
@@ -311,7 +311,7 @@ model_meta:
311
  is_proprietary: false
312
  is_sentence_transformers_compatible: true
313
  uses_instruct: false
314
- bert-base-multilingual-cased:
315
  link: https://huggingface.co/google-bert/bert-base-multilingual-cased
316
  seq_len: 512
317
  size: 179
@@ -320,7 +320,7 @@ model_meta:
320
  is_proprietary: false
321
  is_sentence_transformers_compatible: true
322
  uses_instruct: false
323
- bert-base-multilingual-uncased:
324
  link: https://huggingface.co/google-bert/bert-base-multilingual-uncased
325
  seq_len: 512
326
  size: 168
@@ -329,7 +329,7 @@ model_meta:
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  is_proprietary: false
330
  is_sentence_transformers_compatible: true
331
  uses_instruct: false
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- bert-base-swedish-cased:
333
  link: https://huggingface.co/KB/bert-base-swedish-cased
334
  seq_len: 512
335
  size: 125
@@ -338,8 +338,8 @@ model_meta:
338
  is_proprietary: false
339
  is_sentence_transformers_compatible: true
340
  uses_instruct: false
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- bert-base-uncased:
342
- link: https://huggingface.co/bert-base-uncased
343
  seq_len: 512
344
  size: 110
345
  dim: 768
@@ -347,7 +347,7 @@ model_meta:
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  is_proprietary: false
348
  is_sentence_transformers_compatible: true
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  uses_instruct: false
350
- bge-base-en-v1.5:
351
  link: https://huggingface.co/BAAI/bge-base-en-v1.5
352
  seq_len: 512
353
  size: 109
@@ -356,7 +356,7 @@ model_meta:
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  is_proprietary: false
357
  is_sentence_transformers_compatible: false
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  uses_instruct: false
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- bge-base-en-v1.5-instruct:
360
  link: https://huggingface.co/BAAI/bge-base-en-v1.5
361
  seq_len: 512
362
  size: 109
@@ -364,8 +364,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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- uses_instruct: true
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- bge-base-zh-v1.5:
369
  link: https://huggingface.co/BAAI/bge-base-zh-v1.5
370
  seq_len: 512
371
  size: 102
@@ -392,7 +392,7 @@ model_meta:
392
  is_proprietary: false
393
  is_sentence_transformers_compatible: false
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  uses_instruct: true
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- bge-large-en-v1.5:
396
  link: https://huggingface.co/BAAI/bge-large-en-v1.5
397
  seq_len: 512
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  size: 1340
@@ -401,7 +401,7 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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  uses_instruct: false
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- bge-large-en-v1.5-instruct:
405
  link: https://huggingface.co/BAAI/bge-large-en-v1.5
406
  seq_len: 512
407
  size: 1340
@@ -409,8 +409,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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- uses_instruct: true
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- bge-large-zh-noinstruct:
414
  link: https://huggingface.co/BAAI/bge-large-zh-noinstruct
415
  seq_len: 512
416
  size: 326
@@ -419,7 +419,7 @@ model_meta:
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  is_proprietary: false
420
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- bge-large-zh-v1.5:
423
  link: https://huggingface.co/BAAI/bge-large-zh-v1.5
424
  seq_len: 512
425
  size: 326
@@ -428,25 +428,25 @@ model_meta:
428
  is_proprietary: false
429
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- bge-m3:
432
  link: https://huggingface.co/BAAI/bge-m3
433
  seq_len: 8192
434
  size: 567
435
  dim: 1024
436
  is_external: true
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  is_proprietary: false
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- is_sentence_transformers_compatible: false
439
  uses_instruct: false
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- bge-m3-instruct:
441
  link: https://huggingface.co/BAAI/bge-m3
442
  seq_len: 8192
443
  size: 567
444
  dim: 1024
445
  is_external: true
446
  is_proprietary: false
447
- is_sentence_transformers_compatible: false
448
- uses_instruct: true
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- bge-small-en-v1.5:
450
  link: https://huggingface.co/BAAI/bge-small-en-v1.5
451
  seq_len: 512
452
  size: 24
@@ -455,7 +455,7 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- bge-small-en-v1.5-instruct:
459
  link: https://huggingface.co/BAAI/bge-small-en-v1.5
460
  seq_len: 512
461
  size: 24
@@ -463,8 +463,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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- uses_instruct: true
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- bge-small-zh-v1.5:
468
  link: https://huggingface.co/BAAI/bge-small-zh-v1.5
469
  seq_len: 512
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  size: 24
@@ -486,8 +486,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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- uses_instruct: false
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- camembert-base:
491
  link: https://huggingface.co/almanach/camembert-base
492
  seq_len: 512
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  size: 111
@@ -496,7 +496,7 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- camembert-large:
500
  link: https://huggingface.co/almanach/camembert-large
501
  seq_len: 512
502
  size: 338
@@ -505,7 +505,7 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- contriever-base-msmarco:
509
  link: https://huggingface.co/nthakur/contriever-base-msmarco
510
  seq_len: 512
511
  size: 110
@@ -514,7 +514,7 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- contriever:
518
  link: https://huggingface.co/facebook/contriever
519
  seq_len: 512
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  size: 438
@@ -522,8 +522,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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- uses_instruct: false
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- contriever-instruct:
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  link: https://huggingface.co/facebook/contriever
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  seq_len: 512
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  size: 438
@@ -531,8 +531,8 @@ model_meta:
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  is_external: true
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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- uses_instruct: true
535
- cross-en-de-roberta-sentence-transformer:
536
  link: https://huggingface.co/T-Systems-onsite/cross-en-de-roberta-sentence-transformer
537
  seq_len: 514
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  size: 278
@@ -541,7 +541,7 @@ model_meta:
541
  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- dfm-encoder-large-v1:
545
  link: https://huggingface.co/chcaa/dfm-encoder-large-v1
546
  seq_len: 512
547
  size: 355
@@ -550,7 +550,7 @@ model_meta:
550
  is_proprietary: false
551
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- distilbert-base-25lang-cased:
554
  link: https://huggingface.co/Geotrend/distilbert-base-25lang-cased
555
  seq_len: 512
556
  size: 110
@@ -559,7 +559,7 @@ model_meta:
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  is_proprietary: false
560
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- distilbert-base-en-fr-cased:
563
  link: https://huggingface.co/Geotrend/distilbert-base-en-fr-cased
564
  seq_len: 512
565
  size: 110
@@ -568,7 +568,7 @@ model_meta:
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  is_proprietary: false
569
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- distilbert-base-en-fr-es-pt-it-cased:
572
  link: https://huggingface.co/Geotrend/distilbert-base-en-fr-es-pt-it-cased
573
  seq_len: 512
574
  size: 110
@@ -577,7 +577,7 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- distilbert-base-fr-cased:
581
  link: https://huggingface.co/Geotrend/distilbert-base-fr-cased
582
  seq_len: 512
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  size: 110
@@ -586,8 +586,8 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- distilbert-base-uncased:
590
- link: https://huggingface.co/distilbert-base-uncased
591
  seq_len: 512
592
  size: 110
593
  dim: 768
@@ -595,7 +595,7 @@ model_meta:
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  is_proprietary: false
596
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- distiluse-base-multilingual-cased-v2:
599
  link: https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2
600
  seq_len: 512
601
  size: 135
@@ -604,7 +604,7 @@ model_meta:
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  is_proprietary: false
605
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- dragon-plus:
608
  link: https://github.com/facebookresearch/dpr-scale/tree/main/dragon
609
  seq_len: 512
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  size: 438
@@ -613,16 +613,16 @@ model_meta:
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  is_proprietary: false
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  is_sentence_transformers_compatible: false
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  uses_instruct: false
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- dragon-plus-instruct:
617
  link: https://github.com/facebookresearch/dpr-scale/tree/main/dragon
618
  seq_len: 512
619
  size: 438
620
  dim: 768
621
  is_external: true
622
  is_proprietary: false
623
- is_sentence_transformers_compatible: false
624
  uses_instruct: true
625
- e5-base-4k:
626
  link: https://huggingface.co/dwzhu/e5-base-4k
627
  seq_len: 512
628
  size: 110
@@ -631,7 +631,7 @@ model_meta:
631
  is_proprietary: false
632
  is_sentence_transformers_compatible: true
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  uses_instruct: false
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- e5-base-v2:
635
  link: https://huggingface.co/intfloat/e5-base-v2
636
  seq_len: 512
637
  size: 110
@@ -640,7 +640,7 @@ model_meta:
640
  is_proprietary: false
641
  is_sentence_transformers_compatible: true
642
  uses_instruct: false
643
- e5-base:
644
  link: https://huggingface.co/intfloat/e5-base
645
  seq_len: 512
646
  size: 110
@@ -649,7 +649,7 @@ model_meta:
649
  is_proprietary: false
650
  is_sentence_transformers_compatible: true
651
  uses_instruct: false
652
- e5-large-v2:
653
  link: https://huggingface.co/intfloat/e5-large-v2
654
  seq_len: 512
655
  size: 335
@@ -658,7 +658,7 @@ model_meta:
658
  is_proprietary: false
659
  is_sentence_transformers_compatible: true
660
  uses_instruct: false
661
- e5-large:
662
  link: https://huggingface.co/intfloat/e5-large
663
  seq_len: 512
664
  size: 335
@@ -667,7 +667,7 @@ model_meta:
667
  is_proprietary: false
668
  is_sentence_transformers_compatible: true
669
  uses_instruct: false
670
- e5-mistral-7b-instruct:
671
  link: https://huggingface.co/intfloat/e5-mistral-7b-instruct
672
  seq_len: 32768
673
  size: 7111
@@ -676,7 +676,7 @@ model_meta:
676
  is_proprietary: false
677
  is_sentence_transformers_compatible: true
678
  uses_instruct: true
679
- e5-mistral-7b-instruct-noinstruct:
680
  link: https://huggingface.co/intfloat/e5-mistral-7b-instruct-noinstruct
681
  seq_len: 32768
682
  size: 7111
@@ -684,8 +684,8 @@ model_meta:
684
  is_external: true
685
  is_proprietary: false
686
  is_sentence_transformers_compatible: true
687
- uses_instruct: false
688
- e5-small:
689
  link: https://huggingface.co/intfloat/e5-small
690
  seq_len: 512
691
  size: 33
@@ -694,7 +694,7 @@ model_meta:
694
  is_proprietary: false
695
  is_sentence_transformers_compatible: true
696
  uses_instruct: false
697
- electra-small-nordic:
698
  link: https://huggingface.co/jonfd/electra-small-nordic
699
  seq_len: 512
700
  size: 23
@@ -703,7 +703,7 @@ model_meta:
703
  is_proprietary: false
704
  is_sentence_transformers_compatible: true
705
  uses_instruct: false
706
- electra-small-swedish-cased-discriminator:
707
  link: https://huggingface.co/KBLab/electra-small-swedish-cased-discriminator
708
  seq_len: 512
709
  size: 16
@@ -712,16 +712,16 @@ model_meta:
712
  is_proprietary: false
713
  is_sentence_transformers_compatible: true
714
  uses_instruct: false
715
- elser-v2:
716
  link: https://www.elastic.co/guide/en/machine-learning/current/ml-nlp-elser.html
717
  seq_len: 512
718
  size: 110
719
  dim: 30522
720
  is_external: true
721
  is_proprietary: false
722
- is_sentence_transformers_compatible: false
723
  uses_instruct: false
724
- flan-t5-base:
725
  link: https://huggingface.co/google/flan-t5-base
726
  seq_len: 512
727
  size: 220
@@ -730,7 +730,7 @@ model_meta:
730
  is_proprietary: false
731
  is_sentence_transformers_compatible: true
732
  uses_instruct: true
733
- flan-t5-large:
734
  link: https://huggingface.co/google/flan-t5-large
735
  seq_len: 512
736
  size: 770
@@ -739,7 +739,7 @@ model_meta:
739
  is_proprietary: false
740
  is_sentence_transformers_compatible: true
741
  uses_instruct: true
742
- flaubert_base_cased:
743
  link: https://huggingface.co/flaubert/flaubert_base_cased
744
  seq_len: 512
745
  size: 138
@@ -748,7 +748,7 @@ model_meta:
748
  is_proprietary: false
749
  is_sentence_transformers_compatible: true
750
  uses_instruct: false
751
- flaubert_base_uncased:
752
  link: https://huggingface.co/flaubert/flaubert_base_uncased
753
  seq_len: 512
754
  size: 138
@@ -757,7 +757,7 @@ model_meta:
757
  is_proprietary: false
758
  is_sentence_transformers_compatible: true
759
  uses_instruct: false
760
- flaubert_large_cased:
761
  link: https://huggingface.co/flaubert/flaubert_large_cased
762
  seq_len: 512
763
  size: 372
@@ -766,7 +766,7 @@ model_meta:
766
  is_proprietary: false
767
  is_sentence_transformers_compatible: true
768
  uses_instruct: false
769
- gbert-base:
770
  link: https://huggingface.co/deepset/gbert-base
771
  seq_len: 512
772
  size: 110
@@ -775,7 +775,7 @@ model_meta:
775
  is_proprietary: false
776
  is_sentence_transformers_compatible: true
777
  uses_instruct: false
778
- gbert-large:
779
  link: https://huggingface.co/deepset/gbert-large
780
  seq_len: 512
781
  size: 337
@@ -784,7 +784,7 @@ model_meta:
784
  is_proprietary: false
785
  is_sentence_transformers_compatible: true
786
  uses_instruct: false
787
- gelectra-base:
788
  link: https://huggingface.co/deepset/gelectra-base
789
  seq_len: 512
790
  size: 110
@@ -793,7 +793,7 @@ model_meta:
793
  is_proprietary: false
794
  is_sentence_transformers_compatible: true
795
  uses_instruct: false
796
- gelectra-large:
797
  link: https://huggingface.co/deepset/gelectra-large
798
  seq_len: 512
799
  size: 335
@@ -802,7 +802,7 @@ model_meta:
802
  is_proprietary: false
803
  is_sentence_transformers_compatible: true
804
  uses_instruct: false
805
- glove.6B.300d:
806
  link: https://huggingface.co/sentence-transformers/average_word_embeddings_glove.6B.300d
807
  seq_len: N/A
808
  size: 120
@@ -811,7 +811,7 @@ model_meta:
811
  is_proprietary: false
812
  is_sentence_transformers_compatible: true
813
  uses_instruct: false
814
- google-gecko-256.text-embedding-preview-0409:
815
  link: https://cloud.google.com/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings#latest_models
816
  seq_len: 2048
817
  size: 1200
@@ -820,7 +820,7 @@ model_meta:
820
  is_proprietary: true
821
  is_sentence_transformers_compatible: false
822
  uses_instruct: false
823
- google-gecko.text-embedding-preview-0409:
824
  link: https://cloud.google.com/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings#latest_models
825
  seq_len: 2048
826
  size: 1200
@@ -829,7 +829,7 @@ model_meta:
829
  is_proprietary: true
830
  is_sentence_transformers_compatible: false
831
  uses_instruct: false
832
- gottbert-base:
833
  link: https://huggingface.co/uklfr/gottbert-base
834
  seq_len: 512
835
  size: 127
@@ -838,7 +838,7 @@ model_meta:
838
  is_proprietary: false
839
  is_sentence_transformers_compatible: true
840
  uses_instruct: false
841
- gte-Qwen1.5-7B-instruct:
842
  link: https://huggingface.co/Alibaba-NLP/gte-Qwen1.5-7B-instruct
843
  seq_len: 32768
844
  size: 7099
@@ -847,7 +847,7 @@ model_meta:
847
  is_proprietary: false
848
  is_sentence_transformers_compatible: true
849
  uses_instruct: true
850
- gte-Qwen2-1.5B-instruct:
851
  link: https://huggingface.co/Alibaba-NLP/gte-Qwen2-1.5B-instruct
852
  seq_len: 32768
853
  size: 1780
@@ -856,7 +856,7 @@ model_meta:
856
  is_proprietary: false
857
  is_sentence_transformers_compatible: true
858
  uses_instruct: true
859
- gte-Qwen2-7B-instruct:
860
  link: https://huggingface.co/Alibaba-NLP/gte-Qwen2-7B-instruct
861
  seq_len: 32768
862
  size: 7613
@@ -865,7 +865,7 @@ model_meta:
865
  is_proprietary: false
866
  is_sentence_transformers_compatible: true
867
  uses_instruct: true
868
- gtr-t5-base:
869
  link: https://huggingface.co/sentence-transformers/gtr-t5-base
870
  seq_len: 512
871
  size: 110
@@ -874,7 +874,7 @@ model_meta:
874
  is_proprietary: false
875
  is_sentence_transformers_compatible: true
876
  uses_instruct: false
877
- gtr-t5-large:
878
  link: https://huggingface.co/sentence-transformers/gtr-t5-large
879
  seq_len: 512
880
  size: 168
@@ -883,7 +883,7 @@ model_meta:
883
  is_proprietary: false
884
  is_sentence_transformers_compatible: true
885
  uses_instruct: false
886
- gtr-t5-xl:
887
  link: https://huggingface.co/sentence-transformers/gtr-t5-xl
888
  seq_len: 512
889
  size: 1240
@@ -892,7 +892,7 @@ model_meta:
892
  is_proprietary: false
893
  is_sentence_transformers_compatible: true
894
  uses_instruct: false
895
- gtr-t5-xxl:
896
  link: https://huggingface.co/sentence-transformers/gtr-t5-xxl
897
  seq_len: 512
898
  size: 4865
@@ -901,7 +901,7 @@ model_meta:
901
  is_proprietary: false
902
  is_sentence_transformers_compatible: true
903
  uses_instruct: false
904
- herbert-base-retrieval-v2:
905
  link: https://huggingface.co/ipipan/herbert-base-retrieval-v2
906
  seq_len: 514
907
  size: 125
@@ -910,7 +910,7 @@ model_meta:
910
  is_proprietary: false
911
  is_sentence_transformers_compatible: true
912
  uses_instruct: false
913
- instructor-base:
914
  link: https://huggingface.co/hkunlp/instructor-base
915
  seq_len: N/A
916
  size: 110
@@ -919,7 +919,7 @@ model_meta:
919
  is_proprietary: false
920
  is_sentence_transformers_compatible: true
921
  uses_instruct: true
922
- instructor-large:
923
  link: https://huggingface.co/hkunlp/instructor-large
924
  seq_len: 512
925
  size: 335
@@ -928,7 +928,7 @@ model_meta:
928
  is_proprietary: false
929
  is_sentence_transformers_compatible: true
930
  uses_instruct: true
931
- instructor-xl:
932
  link: https://huggingface.co/hkunlp/instructor-xl
933
  seq_len: 512
934
  size: 1241
@@ -937,16 +937,16 @@ model_meta:
937
  is_proprietary: false
938
  is_sentence_transformers_compatible: true
939
  uses_instruct: true
940
- jina-embeddings-v2-base-en:
941
  link: https://huggingface.co/jinaai/jina-embeddings-v2-base-en
942
  seq_len: 8192
943
  size: 275
944
  dim: 768
945
  is_external: true
946
  is_proprietary: false
947
- is_sentence_transformers_compatible: true
948
  uses_instruct: false
949
- komninos:
950
  link: https://huggingface.co/sentence-transformers/average_word_embeddings_komninos
951
  seq_len: N/A
952
  size: 134
@@ -955,7 +955,7 @@ model_meta:
955
  is_proprietary: false
956
  is_sentence_transformers_compatible: true
957
  uses_instruct: false
958
- llama-2-7b-chat:
959
  link: https://huggingface.co/meta-llama/Llama-2-7b-chat-hf
960
  seq_len: 4096
961
  size: 7000
@@ -964,7 +964,7 @@ model_meta:
964
  is_proprietary: false
965
  is_sentence_transformers_compatible: false
966
  uses_instruct: true
967
- luotuo-bert-medium:
968
  link: https://huggingface.co/silk-road/luotuo-bert-medium
969
  seq_len: 512
970
  size: 328
@@ -973,7 +973,7 @@ model_meta:
973
  is_proprietary: false
974
  is_sentence_transformers_compatible: true
975
  uses_instruct: false
976
- m3e-base:
977
  link: https://huggingface.co/moka-ai/m3e-base
978
  seq_len: 512
979
  size: 102
@@ -982,7 +982,7 @@ model_meta:
982
  is_proprietary: false
983
  is_sentence_transformers_compatible: true
984
  uses_instruct: false
985
- m3e-large:
986
  link: https://huggingface.co/moka-ai/m3e-large
987
  seq_len: 512
988
  size: 102
@@ -991,7 +991,7 @@ model_meta:
991
  is_proprietary: false
992
  is_sentence_transformers_compatible: true
993
  uses_instruct: false
994
- mistral-7b-instruct-v0.2:
995
  link: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2
996
  seq_len: 4096
997
  size: 7240
@@ -1000,7 +1000,7 @@ model_meta:
1000
  is_proprietary: false
1001
  is_sentence_transformers_compatible: false
1002
  uses_instruct: true
1003
- mistral-embed:
1004
  link: https://docs.mistral.ai/guides/embeddings
1005
  seq_len: null
1006
  size: null
@@ -1009,7 +1009,7 @@ model_meta:
1009
  is_proprietary: true
1010
  is_sentence_transformers_compatible: false
1011
  uses_instruct: false
1012
- monobert-large-msmarco:
1013
  link: https://huggingface.co/castorini/monobert-large-msmarco
1014
  seq_len: 512
1015
  size: 770
@@ -1018,7 +1018,7 @@ model_meta:
1018
  is_proprietary: false
1019
  is_sentence_transformers_compatible: false
1020
  uses_instruct: false
1021
- monot5-3b-msmarco-10k:
1022
  link: https://huggingface.co/castorini/monot5-3b-msmarco-10k
1023
  seq_len: 512
1024
  size: 2480
@@ -1027,7 +1027,7 @@ model_meta:
1027
  is_proprietary: false
1028
  is_sentence_transformers_compatible: false
1029
  uses_instruct: true
1030
- monot5-base-msmarco-10k:
1031
  link: https://huggingface.co/castorini/monot5-base-msmarco-10k
1032
  seq_len: 512
1033
  size: 220
@@ -1036,7 +1036,7 @@ model_meta:
1036
  is_proprietary: false
1037
  is_sentence_transformers_compatible: false
1038
  uses_instruct: true
1039
- msmarco-bert-co-condensor:
1040
  link: https://huggingface.co/sentence-transformers/msmarco-bert-co-condensor
1041
  seq_len: 512
1042
  size: 110
@@ -1045,7 +1045,7 @@ model_meta:
1045
  is_proprietary: false
1046
  is_sentence_transformers_compatible: true
1047
  uses_instruct: false
1048
- multi-qa-MiniLM-L6-cos-v1:
1049
  link: https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1
1050
  seq_len: 512
1051
  size: 23
@@ -1054,7 +1054,7 @@ model_meta:
1054
  is_proprietary: false
1055
  is_sentence_transformers_compatible: true
1056
  uses_instruct: false
1057
- multilingual-e5-base:
1058
  link: https://huggingface.co/intfloat/multilingual-e5-base
1059
  seq_len: 514
1060
  size: 278
@@ -1063,7 +1063,7 @@ model_meta:
1063
  is_proprietary: false
1064
  is_sentence_transformers_compatible: true
1065
  uses_instruct: false
1066
- multilingual-e5-large:
1067
  link: https://huggingface.co/intfloat/multilingual-e5-large
1068
  seq_len: 514
1069
  size: 560
@@ -1072,7 +1072,7 @@ model_meta:
1072
  is_proprietary: false
1073
  is_sentence_transformers_compatible: true
1074
  uses_instruct: false
1075
- multilingual-e5-large-instruct:
1076
  link: https://huggingface.co/intfloat/multilingual-e5-large-instruct
1077
  seq_len: 514
1078
  size: 560
@@ -1081,7 +1081,7 @@ model_meta:
1081
  is_proprietary: false
1082
  is_sentence_transformers_compatible: true
1083
  uses_instruct: true
1084
- multilingual-e5-small:
1085
  link: https://huggingface.co/intfloat/multilingual-e5-small
1086
  seq_len: 512
1087
  size: 118
@@ -1090,7 +1090,7 @@ model_meta:
1090
  is_proprietary: false
1091
  is_sentence_transformers_compatible: true
1092
  uses_instruct: false
1093
- nb-bert-base:
1094
  link: https://huggingface.co/NbAiLab/nb-bert-base
1095
  seq_len: 512
1096
  size: 179
@@ -1099,7 +1099,7 @@ model_meta:
1099
  is_proprietary: false
1100
  is_sentence_transformers_compatible: true
1101
  uses_instruct: false
1102
- nb-bert-large:
1103
  link: https://huggingface.co/NbAiLab/nb-bert-large
1104
  seq_len: 512
1105
  size: 355
@@ -1108,7 +1108,7 @@ model_meta:
1108
  is_proprietary: false
1109
  is_sentence_transformers_compatible: true
1110
  uses_instruct: false
1111
- nomic-embed-text-v1:
1112
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1
1113
  seq_len: 8192
1114
  size: 547
@@ -1117,7 +1117,7 @@ model_meta:
1117
  is_proprietary: false
1118
  is_sentence_transformers_compatible: true
1119
  uses_instruct: false
1120
- nomic-embed-text-v1.5-128:
1121
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1122
  seq_len: 8192
1123
  size: 138
@@ -1126,7 +1126,7 @@ model_meta:
1126
  is_proprietary: false
1127
  is_sentence_transformers_compatible: true
1128
  uses_instruct: false
1129
- nomic-embed-text-v1.5-256:
1130
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1131
  seq_len: 8192
1132
  size: 138
@@ -1135,7 +1135,7 @@ model_meta:
1135
  is_proprietary: false
1136
  is_sentence_transformers_compatible: true
1137
  uses_instruct: false
1138
- nomic-embed-text-v1.5-512:
1139
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1140
  seq_len: 8192
1141
  size: 138
@@ -1144,7 +1144,7 @@ model_meta:
1144
  is_proprietary: false
1145
  is_sentence_transformers_compatible: true
1146
  uses_instruct: false
1147
- nomic-embed-text-v1.5-64:
1148
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1149
  seq_len: 8192
1150
  size: 138
@@ -1153,7 +1153,7 @@ model_meta:
1153
  is_proprietary: false
1154
  is_sentence_transformers_compatible: true
1155
  uses_instruct: false
1156
- norbert3-base:
1157
  link: https://huggingface.co/ltg/norbert3-base
1158
  seq_len: 512
1159
  size: 131
@@ -1162,7 +1162,7 @@ model_meta:
1162
  is_proprietary: false
1163
  is_sentence_transformers_compatible: true
1164
  uses_instruct: false
1165
- norbert3-large:
1166
  link: https://huggingface.co/ltg/norbert3-large
1167
  seq_len: 512
1168
  size: 368
@@ -1171,7 +1171,7 @@ model_meta:
1171
  is_proprietary: false
1172
  is_sentence_transformers_compatible: true
1173
  uses_instruct: false
1174
- paraphrase-multilingual-MiniLM-L12-v2:
1175
  link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
1176
  seq_len: 512
1177
  size: 118
@@ -1180,7 +1180,7 @@ model_meta:
1180
  is_proprietary: false
1181
  is_sentence_transformers_compatible: true
1182
  uses_instruct: false
1183
- paraphrase-multilingual-mpnet-base-v2:
1184
  link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2
1185
  seq_len: 514
1186
  size: 278
@@ -1189,7 +1189,7 @@ model_meta:
1189
  is_proprietary: false
1190
  is_sentence_transformers_compatible: true
1191
  uses_instruct: false
1192
- sentence-bert-swedish-cased:
1193
  link: https://huggingface.co/KBLab/sentence-bert-swedish-cased
1194
  seq_len: 512
1195
  size: 125
@@ -1198,7 +1198,7 @@ model_meta:
1198
  is_proprietary: false
1199
  is_sentence_transformers_compatible: true
1200
  uses_instruct: false
1201
- sentence-camembert-base:
1202
  link: https://huggingface.co/dangvantuan/sentence-camembert-base
1203
  seq_len: 512
1204
  size: 110
@@ -1207,7 +1207,7 @@ model_meta:
1207
  is_proprietary: false
1208
  is_sentence_transformers_compatible: true
1209
  uses_instruct: false
1210
- sentence-camembert-large:
1211
  link: https://huggingface.co/dangvantuan/sentence-camembert-large
1212
  seq_len: 512
1213
  size: 337
@@ -1216,7 +1216,7 @@ model_meta:
1216
  is_proprietary: false
1217
  is_sentence_transformers_compatible: true
1218
  uses_instruct: false
1219
- sentence-croissant-llm-base:
1220
  link: https://huggingface.co/Wissam42/sentence-croissant-llm-base
1221
  seq_len: 2048
1222
  size: 1280
@@ -1225,7 +1225,7 @@ model_meta:
1225
  is_proprietary: false
1226
  is_sentence_transformers_compatible: true
1227
  uses_instruct: false
1228
- sentence-t5-base:
1229
  link: https://huggingface.co/sentence-transformers/sentence-t5-base
1230
  seq_len: 512
1231
  size: 110
@@ -1234,7 +1234,7 @@ model_meta:
1234
  is_proprietary: false
1235
  is_sentence_transformers_compatible: true
1236
  uses_instruct: false
1237
- sentence-t5-large:
1238
  link: https://huggingface.co/sentence-transformers/sentence-t5-large
1239
  seq_len: 512
1240
  size: 168
@@ -1243,7 +1243,7 @@ model_meta:
1243
  is_proprietary: false
1244
  is_sentence_transformers_compatible: true
1245
  uses_instruct: false
1246
- sentence-t5-xl:
1247
  link: https://huggingface.co/sentence-transformers/sentence-t5-xl
1248
  seq_len: 512
1249
  size: 1240
@@ -1252,7 +1252,7 @@ model_meta:
1252
  is_proprietary: false
1253
  is_sentence_transformers_compatible: true
1254
  uses_instruct: false
1255
- sentence-t5-xxl:
1256
  link: https://huggingface.co/sentence-transformers/sentence-t5-xxl
1257
  seq_len: 512
1258
  size: 4865
@@ -1261,7 +1261,7 @@ model_meta:
1261
  is_proprietary: false
1262
  is_sentence_transformers_compatible: true
1263
  uses_instruct: false
1264
- silver-retriever-base-v1:
1265
  link: https://huggingface.co/ipipan/silver-retriever-base-v1
1266
  seq_len: 514
1267
  size: 125
@@ -1270,7 +1270,7 @@ model_meta:
1270
  is_proprietary: false
1271
  is_sentence_transformers_compatible: true
1272
  uses_instruct: false
1273
- st-polish-paraphrase-from-distilroberta:
1274
  link: https://huggingface.co/sdadas/st-polish-paraphrase-from-distilroberta
1275
  seq_len: 514
1276
  size: 125
@@ -1279,7 +1279,7 @@ model_meta:
1279
  is_proprietary: false
1280
  is_sentence_transformers_compatible: true
1281
  uses_instruct: false
1282
- st-polish-paraphrase-from-mpnet:
1283
  link: https://huggingface.co/sdadas/st-polish-paraphrase-from-mpnet
1284
  seq_len: 514
1285
  size: 125
@@ -1306,7 +1306,7 @@ model_meta:
1306
  is_proprietary: false
1307
  is_sentence_transformers_compatible: true
1308
  uses_instruct: true
1309
- sup-simcse-bert-base-uncased:
1310
  link: https://huggingface.co/princeton-nlp/sup-simcse-bert-base-uncased
1311
  seq_len: 512
1312
  size: 110
@@ -1315,7 +1315,7 @@ model_meta:
1315
  is_proprietary: false
1316
  is_sentence_transformers_compatible: true
1317
  uses_instruct: false
1318
- text-embedding-3-large:
1319
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1320
  seq_len: 8191
1321
  size: null
@@ -1324,7 +1324,7 @@ model_meta:
1324
  is_proprietary: true
1325
  is_sentence_transformers_compatible: false
1326
  uses_instruct: false
1327
- text-embedding-3-large-instruct:
1328
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1329
  seq_len: 8191
1330
  size: null
@@ -1332,8 +1332,8 @@ model_meta:
1332
  is_external: true
1333
  is_proprietary: true
1334
  is_sentence_transformers_compatible: false
1335
- uses_instruct: true
1336
- text-embedding-3-large-256:
1337
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1338
  seq_len: 8191
1339
  size: null
@@ -1342,7 +1342,7 @@ model_meta:
1342
  is_proprietary: true
1343
  is_sentence_transformers_compatible: false
1344
  uses_instruct: false
1345
- text-embedding-3-small:
1346
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1347
  seq_len: 8191
1348
  size: null
@@ -1351,7 +1351,7 @@ model_meta:
1351
  is_proprietary: true
1352
  is_sentence_transformers_compatible: false
1353
  uses_instruct: false
1354
- text-embedding-3-small-instruct:
1355
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1356
  seq_len: 8191
1357
  size: null
@@ -1359,8 +1359,8 @@ model_meta:
1359
  is_external: true
1360
  is_proprietary: true
1361
  is_sentence_transformers_compatible: false
1362
- uses_instruct: true
1363
- text-embedding-ada-002:
1364
  link: https://openai.com/blog/new-and-improved-embedding-model
1365
  seq_len: 8191
1366
  size: null
@@ -1369,7 +1369,7 @@ model_meta:
1369
  is_proprietary: true
1370
  is_sentence_transformers_compatible: false
1371
  uses_instruct: false
1372
- text-embedding-ada-002-instruct:
1373
  link: https://openai.com/blog/new-and-improved-embedding-model
1374
  seq_len: 8191
1375
  size: null
@@ -1377,8 +1377,8 @@ model_meta:
1377
  is_external: true
1378
  is_proprietary: true
1379
  is_sentence_transformers_compatible: false
1380
- uses_instruct: true
1381
- text-search-ada-001:
1382
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1383
  seq_len: 2046
1384
  size: null
@@ -1387,7 +1387,7 @@ model_meta:
1387
  is_proprietary: true
1388
  is_sentence_transformers_compatible: false
1389
  uses_instruct: false
1390
- text-search-ada-doc-001:
1391
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1392
  seq_len: 2046
1393
  size: null
@@ -1405,7 +1405,7 @@ model_meta:
1405
  is_proprietary: true
1406
  is_sentence_transformers_compatible: false
1407
  uses_instruct: false
1408
- text-search-babbage-001:
1409
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1410
  seq_len: 2046
1411
  size: null
@@ -1414,7 +1414,7 @@ model_meta:
1414
  is_proprietary: true
1415
  is_sentence_transformers_compatible: false
1416
  uses_instruct: false
1417
- text-search-curie-001:
1418
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1419
  seq_len: 2046
1420
  size: null
@@ -1423,7 +1423,7 @@ model_meta:
1423
  is_proprietary: true
1424
  is_sentence_transformers_compatible: false
1425
  uses_instruct: false
1426
- text-search-davinci-001:
1427
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1428
  seq_len: 2046
1429
  size: null
@@ -1432,7 +1432,7 @@ model_meta:
1432
  is_proprietary: true
1433
  is_sentence_transformers_compatible: false
1434
  uses_instruct: false
1435
- text-similarity-ada-001:
1436
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1437
  seq_len: 2046
1438
  size: null
@@ -1441,7 +1441,7 @@ model_meta:
1441
  is_proprietary: true
1442
  is_sentence_transformers_compatible: false
1443
  uses_instruct: false
1444
- text-similarity-babbage-001:
1445
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1446
  seq_len: 2046
1447
  size: null
@@ -1450,7 +1450,7 @@ model_meta:
1450
  is_proprietary: true
1451
  is_sentence_transformers_compatible: false
1452
  uses_instruct: false
1453
- text-similarity-curie-001:
1454
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1455
  seq_len: 2046
1456
  size: null
@@ -1459,7 +1459,7 @@ model_meta:
1459
  is_proprietary: true
1460
  is_sentence_transformers_compatible: false
1461
  uses_instruct: false
1462
- text-similarity-davinci-001:
1463
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1464
  seq_len: 2046
1465
  size: null
@@ -1468,7 +1468,7 @@ model_meta:
1468
  is_proprietary: true
1469
  is_sentence_transformers_compatible: false
1470
  uses_instruct: false
1471
- tart-dual-contriever-msmarco:
1472
  link: https://huggingface.co/orionweller/tart-dual-contriever-msmarco
1473
  seq_len: 512
1474
  size: 110
@@ -1477,7 +1477,7 @@ model_meta:
1477
  is_proprietary: false
1478
  is_sentence_transformers_compatible: false
1479
  uses_instruct: true
1480
- tart-full-flan-t5-xl:
1481
  link: https://huggingface.co/facebook/tart-full-flan-t5-xl
1482
  seq_len: 512
1483
  size: 2480
@@ -1486,7 +1486,7 @@ model_meta:
1486
  is_proprietary: false
1487
  is_sentence_transformers_compatible: false
1488
  uses_instruct: true
1489
- text2vec-base-chinese:
1490
  link: https://huggingface.co/shibing624/text2vec-base-chinese
1491
  seq_len: 512
1492
  size: 102
@@ -1495,16 +1495,16 @@ model_meta:
1495
  is_proprietary: false
1496
  is_sentence_transformers_compatible: true
1497
  uses_instruct: false
1498
- text2vec-base-multilingual:
1499
- link: null
1500
- seq_len: null
1501
- size: null
1502
- dim: null
1503
  is_external: true
1504
  is_proprietary: false
1505
  is_sentence_transformers_compatible: false
1506
  uses_instruct: false
1507
- text2vec-large-chinese:
1508
  link: https://huggingface.co/GanymedeNil/text2vec-large-chinese
1509
  seq_len: 512
1510
  size: 326
@@ -1513,7 +1513,7 @@ model_meta:
1513
  is_proprietary: false
1514
  is_sentence_transformers_compatible: true
1515
  uses_instruct: false
1516
- titan-embed-text-v1:
1517
  link: https://docs.aws.amazon.com/bedrock/latest/userguide/embeddings.html
1518
  seq_len: 8000
1519
  size: null
@@ -1522,7 +1522,7 @@ model_meta:
1522
  is_proprietary: true
1523
  is_sentence_transformers_compatible: false
1524
  uses_instruct: false
1525
- udever-bloom-1b1:
1526
  link: https://huggingface.co/izhx/udever-bloom-1b1
1527
  seq_len: 2048
1528
  size: null
@@ -1531,7 +1531,7 @@ model_meta:
1531
  is_proprietary: false
1532
  is_sentence_transformers_compatible: true
1533
  uses_instruct: false
1534
- udever-bloom-560m:
1535
  link: https://huggingface.co/izhx/udever-bloom-560m
1536
  seq_len: 2048
1537
  size: null
@@ -1540,7 +1540,7 @@ model_meta:
1540
  is_proprietary: false
1541
  is_sentence_transformers_compatible: true
1542
  uses_instruct: false
1543
- universal-sentence-encoder-multilingual-3:
1544
  link: https://huggingface.co/vprelovac/universal-sentence-encoder-multilingual-3
1545
  seq_len: 512
1546
  size: null
@@ -1549,7 +1549,7 @@ model_meta:
1549
  is_proprietary: false
1550
  is_sentence_transformers_compatible: true
1551
  uses_instruct: false
1552
- universal-sentence-encoder-multilingual-large-3:
1553
  link: https://huggingface.co/vprelovac/universal-sentence-encoder-multilingual-large-3
1554
  seq_len: 512
1555
  size: null
@@ -1558,7 +1558,7 @@ model_meta:
1558
  is_proprietary: false
1559
  is_sentence_transformers_compatible: true
1560
  uses_instruct: false
1561
- unsup-simcse-bert-base-uncased:
1562
  link: https://huggingface.co/princeton-nlp/unsup-simcse-bert-base-uncased
1563
  seq_len: 512
1564
  size: 110
@@ -1567,7 +1567,7 @@ model_meta:
1567
  is_proprietary: false
1568
  is_sentence_transformers_compatible: true
1569
  uses_instruct: false
1570
- use-cmlm-multilingual:
1571
  link: https://huggingface.co/sentence-transformers/use-cmlm-multilingual
1572
  seq_len: 512
1573
  size: 472
@@ -1575,8 +1575,8 @@ model_meta:
1575
  is_external: true
1576
  is_proprietary: false
1577
  is_sentence_transformers_compatible: true
1578
- uses_instruct: false
1579
- voyage-2:
1580
  link: https://docs.voyageai.com/embeddings/
1581
  seq_len: 1024
1582
  size: null
@@ -1584,8 +1584,8 @@ model_meta:
1584
  is_external: true
1585
  is_proprietary: true
1586
  is_sentence_transformers_compatible: false
1587
- uses_instruct: false
1588
- voyage-code-2:
1589
  link: https://docs.voyageai.com/embeddings/
1590
  seq_len: 16000
1591
  size: null
@@ -1593,8 +1593,8 @@ model_meta:
1593
  is_external: true
1594
  is_proprietary: true
1595
  is_sentence_transformers_compatible: false
1596
- uses_instruct: false
1597
- voyage-large-2-instruct:
1598
  link: https://docs.voyageai.com/embeddings/
1599
  seq_len: 16000
1600
  size: null
@@ -1602,8 +1602,8 @@ model_meta:
1602
  is_external: true
1603
  is_proprietary: false
1604
  is_sentence_transformers_compatible: false
1605
- uses_instruct: true
1606
- voyage-law-2:
1607
  link: https://docs.voyageai.com/embeddings/
1608
  seq_len: 16000
1609
  size: null
@@ -1611,8 +1611,8 @@ model_meta:
1611
  is_external: true
1612
  is_proprietary: true
1613
  is_sentence_transformers_compatible: false
1614
- uses_instruct: false
1615
- voyage-lite-01-instruct:
1616
  link: https://docs.voyageai.com/embeddings/
1617
  seq_len: 4000
1618
  size: null
@@ -1620,8 +1620,8 @@ model_meta:
1620
  is_external: true
1621
  is_proprietary: true
1622
  is_sentence_transformers_compatible: false
1623
- uses_instruct: true
1624
- voyage-lite-02-instruct:
1625
  link: https://docs.voyageai.com/embeddings/
1626
  seq_len: 4000
1627
  size: 1220
@@ -1629,8 +1629,8 @@ model_meta:
1629
  is_external: true
1630
  is_proprietary: true
1631
  is_sentence_transformers_compatible: false
1632
- uses_instruct: true
1633
- voyage-multilingual-2:
1634
  link: https://docs.voyageai.com/embeddings/
1635
  seq_len: 32000
1636
  size: null
@@ -1638,18 +1638,18 @@ model_meta:
1638
  is_external: true
1639
  is_proprietary: true
1640
  is_sentence_transformers_compatible: false
1641
- uses_instruct: false
1642
- xlm-roberta-base:
1643
- link: https://huggingface.co/xlm-roberta-base
1644
  seq_len: 514
1645
  size: 279
1646
  dim: 768
1647
  is_external: true
1648
  is_proprietary: false
1649
  is_sentence_transformers_compatible: true
1650
- uses_instruct: false
1651
- xlm-roberta-large:
1652
- link: https://huggingface.co/xlm-roberta-large
1653
  seq_len: 514
1654
  size: 560
1655
  dim: 1024
@@ -1657,7 +1657,7 @@ model_meta:
1657
  is_proprietary: false
1658
  is_sentence_transformers_compatible: true
1659
  uses_instruct: false
1660
- rubert-tiny:
1661
  link: https://huggingface.co/cointegrated/rubert-tiny
1662
  seq_len: 514
1663
  size: 12
@@ -1666,7 +1666,7 @@ model_meta:
1666
  is_proprietary: false
1667
  is_sentence_transformers_compatible: true
1668
  uses_instruct: false
1669
- rubert-tiny2:
1670
  link: https://huggingface.co/cointegrated/rubert-tiny2
1671
  seq_len: 514
1672
  size: 29
@@ -1675,7 +1675,7 @@ model_meta:
1675
  is_proprietary: false
1676
  is_sentence_transformers_compatible: true
1677
  uses_instruct: false
1678
- sbert_large_mt_nlu_ru:
1679
  link: https://huggingface.co/ai-forever/sbert_large_mt_nlu_ru
1680
  seq_len: 514
1681
  size: 427
@@ -1684,7 +1684,7 @@ model_meta:
1684
  is_proprietary: false
1685
  is_sentence_transformers_compatible: true
1686
  uses_instruct: false
1687
- sbert_large_nlu_ru:
1688
  link: https://huggingface.co/ai-forever/sbert_large_nlu_ru
1689
  seq_len: 512
1690
  size: 427
@@ -1693,7 +1693,7 @@ model_meta:
1693
  is_proprietary: false
1694
  is_sentence_transformers_compatible: true
1695
  uses_instruct: false
1696
- USER-base:
1697
  link: https://huggingface.co/deepvk/USER-base
1698
  seq_len: 512
1699
  size: 124
@@ -1702,7 +1702,7 @@ model_meta:
1702
  is_proprietary: false
1703
  is_sentence_transformers_compatible: true
1704
  uses_instruct: false
1705
- USER-bge-m3:
1706
  link: https://huggingface.co/deepvk/USER-bge-m3
1707
  seq_len: 8192
1708
  size: 359
@@ -1711,7 +1711,7 @@ model_meta:
1711
  is_proprietary: false
1712
  is_sentence_transformers_compatible: true
1713
  uses_instruct: false
1714
- deberta-v1-base:
1715
  link: https://huggingface.co/deepvk/deberta-v1-base
1716
  seq_len: 512
1717
  size: 124
@@ -1720,7 +1720,7 @@ model_meta:
1720
  is_proprietary: false
1721
  is_sentence_transformers_compatible: true
1722
  uses_instruct: false
1723
- rubert-tiny-turbo:
1724
  link: https://huggingface.co/sergeyzh/rubert-tiny-turbo
1725
  seq_len: 2048
1726
  size: 29
@@ -1729,7 +1729,7 @@ model_meta:
1729
  is_proprietary: false
1730
  is_sentence_transformers_compatible: true
1731
  uses_instruct: false
1732
- LaBSE-ru-turbo:
1733
  link: https://huggingface.co/sergeyzh/LaBSE-ru-turbo
1734
  seq_len: 512
1735
  size: 128
@@ -1738,7 +1738,7 @@ model_meta:
1738
  is_proprietary: false
1739
  is_sentence_transformers_compatible: true
1740
  uses_instruct: false
1741
- distilrubert-small-cased-conversational:
1742
  link: https://huggingface.co/DeepPavlov/distilrubert-small-cased-conversational
1743
  seq_len: 512
1744
  size: 106
@@ -1747,7 +1747,7 @@ model_meta:
1747
  is_proprietary: false
1748
  is_sentence_transformers_compatible: true
1749
  uses_instruct: false
1750
- rubert-base-cased:
1751
  link: https://huggingface.co/DeepPavlov/rubert-base-cased
1752
  seq_len: 512
1753
  size: 180
@@ -1756,7 +1756,7 @@ model_meta:
1756
  is_proprietary: false
1757
  is_sentence_transformers_compatible: true
1758
  uses_instruct: false
1759
- rubert-base-cased-sentence:
1760
  link: https://huggingface.co/DeepPavlov/rubert-base-cased-sentence
1761
  seq_len: 512
1762
  size: 180
@@ -1765,7 +1765,7 @@ model_meta:
1765
  is_proprietary: false
1766
  is_sentence_transformers_compatible: true
1767
  uses_instruct: false
1768
- LaBSE-en-ru:
1769
  link: https://huggingface.co/cointegrated/LaBSE-en-ru
1770
  seq_len: 512
1771
  size: 129
 
1
  model_meta:
2
+ baichuan-ai__text-embedding:
3
  link: https://platform.baichuan-ai.com/docs/text-Embedding
4
  seq_len: 512
5
  size: null
 
8
  is_proprietary: true
9
  is_sentence_transformers_compatible: false
10
  uses_instruct: false
11
+ Cohere__Cohere-embed-english-v3.0:
12
  link: https://huggingface.co/Cohere/Cohere-embed-english-v3.0
13
  seq_len: 512
14
  size: null
 
17
  is_proprietary: true
18
  is_sentence_transformers_compatible: false
19
  uses_instruct: false
20
+ Cohere__Cohere-embed-english-v3.0-instruct:
21
  link: https://huggingface.co/Cohere/Cohere-embed-english-v3.0
22
  seq_len: 512
23
  size: null
 
26
  is_proprietary: true
27
  is_sentence_transformers_compatible: false
28
  uses_instruct: true
29
+ Cohere__Cohere-embed-multilingual-light-v3.0:
30
  link: https://huggingface.co/Cohere/Cohere-embed-multilingual-light-v3.0
31
  seq_len: 512
32
  size: null
 
35
  is_proprietary: true
36
  is_sentence_transformers_compatible: false
37
  uses_instruct: false
38
+ Cohere__Cohere-embed-multilingual-v3.0:
39
  link: https://huggingface.co/Cohere/Cohere-embed-multilingual-v3.0
40
  seq_len: 512
41
  size: null
 
44
  is_proprietary: true
45
  is_sentence_transformers_compatible: false
46
  uses_instruct: false
47
+ vesteinn__DanskBERT:
48
  link: https://huggingface.co/vesteinn/DanskBERT
49
  seq_len: 514
50
  size: 125
 
53
  is_proprietary: false
54
  is_sentence_transformers_compatible: true
55
  uses_instruct: false
56
+ jhu-clsp__FollowIR-7B:
57
  link: https://huggingface.co/jhu-clsp/FollowIR-7B
58
  seq_len: 4096
59
  size: 7240
 
61
  is_propietary: false
62
  is_sentence_transformer_compatible: false
63
  uses_instruct: true
64
+ GritLM__GritLM-7B:
65
  link: https://huggingface.co/GritLM/GritLM-7B
66
  seq_len: 4096
67
  size: 7240
 
69
  is_propietary: false
70
  is_sentence_transformer_compatible: false
71
  uses_instruct: true
72
+ GritLM__GritLM-7B-noinstruct:
73
  link: https://huggingface.co/GritLM/GritLM-7B
74
  seq_len: 4096
75
  size: 7240
 
77
  is_propietary: false
78
  is_sentence_transformer_compatible: false
79
  uses_instruct: false
80
+ facebookresearch__LASER2:
81
  link: https://github.com/facebookresearch/LASER
82
  seq_len: N/A
83
  size: 43
 
86
  is_proprietary: false
87
  is_sentence_transformers_compatible: false
88
  uses_instruct: false
89
+ McGill-NLP__LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised:
90
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised
91
  seq_len: 4096
92
  size: 6607
 
95
  is_proprietary: false
96
  is_sentence_transformers_compatible: false
97
  uses_instruct: true
98
+ McGill-NLP__LLM2Vec-Llama-2-unsupervised:
99
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse
100
  seq_len: 4096
101
  size: 6607
 
104
  is_proprietary: false
105
  is_sentence_transformers_compatible: false
106
  uses_instruct: true
107
+ McGill-NLP__LLM2Vec-Meta-Llama-3-supervised:
108
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised
109
  seq_len: 8192
110
  size: 7505
 
113
  is_proprietary: false
114
  is_sentence_transformers_compatible: false
115
  uses_instruct: true
116
+ McGill-NLP__LLM2Vec-Meta-Llama-3-unsupervised:
117
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse
118
  seq_len: 8192
119
  size: 7505
 
122
  is_proprietary: false
123
  is_sentence_transformers_compatible: false
124
  uses_instruct: true
125
+ McGill-NLP__LLM2Vec-Mistral-supervised:
126
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised
127
  seq_len: 32768
128
  size: 7111
 
131
  is_proprietary: false
132
  is_sentence_transformers_compatible: false
133
  uses_instruct: true
134
+ McGill-NLP__LLM2Vec-Mistral-unsupervised:
135
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse
136
  seq_len: 32768
137
  size: 7111
 
140
  is_proprietary: false
141
  is_sentence_transformers_compatible: false
142
  uses_instruct: true
143
+ McGill-NLP__LLM2Vec-Sheared-Llama-supervised:
144
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised
145
  seq_len: 4096
146
  size: 1280
 
149
  is_proprietary: false
150
  is_sentence_transformers_compatible: false
151
  uses_instruct: true
152
+ McGill-NLP__LLM2Vec-Sheared-Llama-unsupervised:
153
  link: https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse
154
  seq_len: 4096
155
  size: 1280
 
158
  is_proprietary: false
159
  is_sentence_transformers_compatible: false
160
  uses_instruct: true
161
+ sentence-transformers__LaBSE:
162
  link: https://huggingface.co/sentence-transformers/LaBSE
163
  seq_len: 512
164
  size: 471
 
203
  is_proprietary: false
204
  is_sentence_transformers_compatible: false
205
  uses_instruct: true
206
+ aliyun__OpenSearch-text-hybrid:
207
  link: https://help.aliyun.com/zh/open-search/vector-search-edition/hybrid-retrieval
208
  seq_len: 512
209
  size: null
 
212
  is_proprietary: true
213
  is_sentence_transformers_compatible: false
214
  uses_instruct: false
215
+ Salesforce__SFR-Embedding-Mistral:
216
  link: https://huggingface.co/Salesforce/SFR-Embedding-Mistral
217
  seq_len: 32768
218
  size: 7111
 
230
  is_proprietary: false
231
  is_sentence_transformers_compatible: true
232
  uses_instruct: true
233
+ sentence-transformers__all-MiniLM-L12-v2:
234
  link: https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2
235
  seq_len: 512
236
  size: 33
 
239
  is_proprietary: false
240
  is_sentence_transformers_compatible: true
241
  uses_instruct: false
242
+ sentence-transformers__all-MiniLM-L6-v2:
243
  link: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
244
  seq_len: 512
245
  size: 23
 
248
  is_proprietary: false
249
  is_sentence_transformers_compatible: true
250
  uses_instruct: false
251
+ sentence-transformers__all-MiniLM-L6-v2-instruct:
252
  link: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
253
  seq_len: 512
254
  size: 23
 
256
  is_external: true
257
  is_proprietary: false
258
  is_sentence_transformers_compatible: true
259
+ uses_instruct: true
260
+ sentence-transformers__all-mpnet-base-v2:
261
  link: https://huggingface.co/sentence-transformers/all-mpnet-base-v2
262
  seq_len: 514
263
  size: 110
 
266
  is_proprietary: false
267
  is_sentence_transformers_compatible: true
268
  uses_instruct: false
269
+ sentence-transformers__all-mpnet-base-v2-instruct:
270
  link: https://huggingface.co/sentence-transformers/all-mpnet-base-v2
271
  seq_len: 514
272
  size: 110
 
274
  is_external: true
275
  is_proprietary: false
276
  is_sentence_transformers_compatible: true
277
+ uses_instruct: true
278
+ sentence-transformers__allenai-specter:
279
  link: https://huggingface.co/sentence-transformers/allenai-specter
280
  seq_len: 512
281
  size: 110
 
284
  is_proprietary: false
285
  is_sentence_transformers_compatible: true
286
  uses_instruct: false
287
+ Geotrend__bert-base-10lang-cased:
288
  link: https://huggingface.co/Geotrend/bert-base-10lang-cased
289
  seq_len: 512
290
  size: 138
 
293
  is_proprietary: false
294
  is_sentence_transformers_compatible: true
295
  uses_instruct: false
296
+ Geotrend__bert-base-15lang-cased:
297
  link: https://huggingface.co/Geotrend/bert-base-15lang-cased
298
  seq_len: 512
299
  size: 138
 
302
  is_proprietary: false
303
  is_sentence_transformers_compatible: true
304
  uses_instruct: false
305
+ Geotrend__bert-base-25lang-cased:
306
  link: https://huggingface.co/Geotrend/bert-base-25lang-cased
307
  seq_len: 512
308
  size: 138
 
311
  is_proprietary: false
312
  is_sentence_transformers_compatible: true
313
  uses_instruct: false
314
+ google-bert__bert-base-multilingual-cased:
315
  link: https://huggingface.co/google-bert/bert-base-multilingual-cased
316
  seq_len: 512
317
  size: 179
 
320
  is_proprietary: false
321
  is_sentence_transformers_compatible: true
322
  uses_instruct: false
323
+ google-bert__bert-base-multilingual-uncased:
324
  link: https://huggingface.co/google-bert/bert-base-multilingual-uncased
325
  seq_len: 512
326
  size: 168
 
329
  is_proprietary: false
330
  is_sentence_transformers_compatible: true
331
  uses_instruct: false
332
+ KB__bert-base-swedish-cased:
333
  link: https://huggingface.co/KB/bert-base-swedish-cased
334
  seq_len: 512
335
  size: 125
 
338
  is_proprietary: false
339
  is_sentence_transformers_compatible: true
340
  uses_instruct: false
341
+ google-bert__bert-base-uncased:
342
+ link: https://huggingface.co/google-bert/bert-base-uncased
343
  seq_len: 512
344
  size: 110
345
  dim: 768
 
347
  is_proprietary: false
348
  is_sentence_transformers_compatible: true
349
  uses_instruct: false
350
+ BAAI__bge-base-en-v1.5:
351
  link: https://huggingface.co/BAAI/bge-base-en-v1.5
352
  seq_len: 512
353
  size: 109
 
356
  is_proprietary: false
357
  is_sentence_transformers_compatible: false
358
  uses_instruct: false
359
+ BAAI__bge-base-en-v1.5-instruct:
360
  link: https://huggingface.co/BAAI/bge-base-en-v1.5
361
  seq_len: 512
362
  size: 109
 
364
  is_external: true
365
  is_proprietary: false
366
  is_sentence_transformers_compatible: false
367
+ uses_instruct: true
368
+ BAAI__bge-base-zh-v1.5:
369
  link: https://huggingface.co/BAAI/bge-base-zh-v1.5
370
  seq_len: 512
371
  size: 102
 
392
  is_proprietary: false
393
  is_sentence_transformers_compatible: false
394
  uses_instruct: true
395
+ BAAI__bge-large-en-v1.5:
396
  link: https://huggingface.co/BAAI/bge-large-en-v1.5
397
  seq_len: 512
398
  size: 1340
 
401
  is_proprietary: false
402
  is_sentence_transformers_compatible: false
403
  uses_instruct: false
404
+ BAAI__bge-large-en-v1.5-instruct:
405
  link: https://huggingface.co/BAAI/bge-large-en-v1.5
406
  seq_len: 512
407
  size: 1340
 
409
  is_external: true
410
  is_proprietary: false
411
  is_sentence_transformers_compatible: false
412
+ uses_instruct: true
413
+ BAAI__bge-large-zh-noinstruct:
414
  link: https://huggingface.co/BAAI/bge-large-zh-noinstruct
415
  seq_len: 512
416
  size: 326
 
419
  is_proprietary: false
420
  is_sentence_transformers_compatible: true
421
  uses_instruct: false
422
+ BAAI__bge-large-zh-v1.5:
423
  link: https://huggingface.co/BAAI/bge-large-zh-v1.5
424
  seq_len: 512
425
  size: 326
 
428
  is_proprietary: false
429
  is_sentence_transformers_compatible: true
430
  uses_instruct: false
431
+ BAAI__bge-m3:
432
  link: https://huggingface.co/BAAI/bge-m3
433
  seq_len: 8192
434
  size: 567
435
  dim: 1024
436
  is_external: true
437
  is_proprietary: false
438
+ is_sentence_transformers_compatible: false
439
  uses_instruct: false
440
+ BAAI__bge-m3-instruct:
441
  link: https://huggingface.co/BAAI/bge-m3
442
  seq_len: 8192
443
  size: 567
444
  dim: 1024
445
  is_external: true
446
  is_proprietary: false
447
+ is_sentence_transformers_compatible: false
448
+ uses_instruct: true
449
+ BAAI__bge-small-en-v1.5:
450
  link: https://huggingface.co/BAAI/bge-small-en-v1.5
451
  seq_len: 512
452
  size: 24
 
455
  is_proprietary: false
456
  is_sentence_transformers_compatible: true
457
  uses_instruct: false
458
+ BAAI__bge-small-en-v1.5-instruct:
459
  link: https://huggingface.co/BAAI/bge-small-en-v1.5
460
  seq_len: 512
461
  size: 24
 
463
  is_external: true
464
  is_proprietary: false
465
  is_sentence_transformers_compatible: true
466
+ uses_instruct: true
467
+ BAAI__bge-small-zh-v1.5:
468
  link: https://huggingface.co/BAAI/bge-small-zh-v1.5
469
  seq_len: 512
470
  size: 24
 
486
  is_external: true
487
  is_proprietary: false
488
  is_sentence_transformers_compatible: false
489
+ uses_instruct: false
490
+ almanach__camembert-base:
491
  link: https://huggingface.co/almanach/camembert-base
492
  seq_len: 512
493
  size: 111
 
496
  is_proprietary: false
497
  is_sentence_transformers_compatible: true
498
  uses_instruct: false
499
+ almanach__camembert-large:
500
  link: https://huggingface.co/almanach/camembert-large
501
  seq_len: 512
502
  size: 338
 
505
  is_proprietary: false
506
  is_sentence_transformers_compatible: true
507
  uses_instruct: false
508
+ nthakur__contriever-base-msmarco:
509
  link: https://huggingface.co/nthakur/contriever-base-msmarco
510
  seq_len: 512
511
  size: 110
 
514
  is_proprietary: false
515
  is_sentence_transformers_compatible: true
516
  uses_instruct: false
517
+ facebook__contriever:
518
  link: https://huggingface.co/facebook/contriever
519
  seq_len: 512
520
  size: 438
 
522
  is_external: true
523
  is_proprietary: false
524
  is_sentence_transformers_compatible: false
525
+ uses_instruct: false
526
+ facebook__contriever-instruct:
527
  link: https://huggingface.co/facebook/contriever
528
  seq_len: 512
529
  size: 438
 
531
  is_external: true
532
  is_proprietary: false
533
  is_sentence_transformers_compatible: false
534
+ uses_instruct: true
535
+ T-Systems-onsite__cross-en-de-roberta-sentence-transformer:
536
  link: https://huggingface.co/T-Systems-onsite/cross-en-de-roberta-sentence-transformer
537
  seq_len: 514
538
  size: 278
 
541
  is_proprietary: false
542
  is_sentence_transformers_compatible: true
543
  uses_instruct: false
544
+ chcaa__dfm-encoder-large-v1:
545
  link: https://huggingface.co/chcaa/dfm-encoder-large-v1
546
  seq_len: 512
547
  size: 355
 
550
  is_proprietary: false
551
  is_sentence_transformers_compatible: true
552
  uses_instruct: false
553
+ Geotrend__distilbert-base-25lang-cased:
554
  link: https://huggingface.co/Geotrend/distilbert-base-25lang-cased
555
  seq_len: 512
556
  size: 110
 
559
  is_proprietary: false
560
  is_sentence_transformers_compatible: true
561
  uses_instruct: false
562
+ Geotrend__distilbert-base-en-fr-cased:
563
  link: https://huggingface.co/Geotrend/distilbert-base-en-fr-cased
564
  seq_len: 512
565
  size: 110
 
568
  is_proprietary: false
569
  is_sentence_transformers_compatible: true
570
  uses_instruct: false
571
+ Geotrend__distilbert-base-en-fr-es-pt-it-cased:
572
  link: https://huggingface.co/Geotrend/distilbert-base-en-fr-es-pt-it-cased
573
  seq_len: 512
574
  size: 110
 
577
  is_proprietary: false
578
  is_sentence_transformers_compatible: true
579
  uses_instruct: false
580
+ Geotrend__distilbert-base-fr-cased:
581
  link: https://huggingface.co/Geotrend/distilbert-base-fr-cased
582
  seq_len: 512
583
  size: 110
 
586
  is_proprietary: false
587
  is_sentence_transformers_compatible: true
588
  uses_instruct: false
589
+ distilbert__distilbert-base-uncased:
590
+ link: https://huggingface.co/distilbert/distilbert-base-uncased
591
  seq_len: 512
592
  size: 110
593
  dim: 768
 
595
  is_proprietary: false
596
  is_sentence_transformers_compatible: true
597
  uses_instruct: false
598
+ sentence-transformers__distiluse-base-multilingual-cased-v2:
599
  link: https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2
600
  seq_len: 512
601
  size: 135
 
604
  is_proprietary: false
605
  is_sentence_transformers_compatible: true
606
  uses_instruct: false
607
+ facebookresearch__dragon-plus:
608
  link: https://github.com/facebookresearch/dpr-scale/tree/main/dragon
609
  seq_len: 512
610
  size: 438
 
613
  is_proprietary: false
614
  is_sentence_transformers_compatible: false
615
  uses_instruct: false
616
+ facebookresearch__dragon-plus-instruct:
617
  link: https://github.com/facebookresearch/dpr-scale/tree/main/dragon
618
  seq_len: 512
619
  size: 438
620
  dim: 768
621
  is_external: true
622
  is_proprietary: false
623
+ is_sentence_transformers_compatible: false
624
  uses_instruct: true
625
+ dwzhu__e5-base-4k:
626
  link: https://huggingface.co/dwzhu/e5-base-4k
627
  seq_len: 512
628
  size: 110
 
631
  is_proprietary: false
632
  is_sentence_transformers_compatible: true
633
  uses_instruct: false
634
+ intfloat__e5-base-v2:
635
  link: https://huggingface.co/intfloat/e5-base-v2
636
  seq_len: 512
637
  size: 110
 
640
  is_proprietary: false
641
  is_sentence_transformers_compatible: true
642
  uses_instruct: false
643
+ intfloat__e5-base:
644
  link: https://huggingface.co/intfloat/e5-base
645
  seq_len: 512
646
  size: 110
 
649
  is_proprietary: false
650
  is_sentence_transformers_compatible: true
651
  uses_instruct: false
652
+ intfloat__e5-large-v2:
653
  link: https://huggingface.co/intfloat/e5-large-v2
654
  seq_len: 512
655
  size: 335
 
658
  is_proprietary: false
659
  is_sentence_transformers_compatible: true
660
  uses_instruct: false
661
+ intfloat__e5-large:
662
  link: https://huggingface.co/intfloat/e5-large
663
  seq_len: 512
664
  size: 335
 
667
  is_proprietary: false
668
  is_sentence_transformers_compatible: true
669
  uses_instruct: false
670
+ intfloat__e5-mistral-7b-instruct:
671
  link: https://huggingface.co/intfloat/e5-mistral-7b-instruct
672
  seq_len: 32768
673
  size: 7111
 
676
  is_proprietary: false
677
  is_sentence_transformers_compatible: true
678
  uses_instruct: true
679
+ intfloat__e5-mistral-7b-instruct-noinstruct:
680
  link: https://huggingface.co/intfloat/e5-mistral-7b-instruct-noinstruct
681
  seq_len: 32768
682
  size: 7111
 
684
  is_external: true
685
  is_proprietary: false
686
  is_sentence_transformers_compatible: true
687
+ uses_instruct: false
688
+ intfloat__e5-small:
689
  link: https://huggingface.co/intfloat/e5-small
690
  seq_len: 512
691
  size: 33
 
694
  is_proprietary: false
695
  is_sentence_transformers_compatible: true
696
  uses_instruct: false
697
+ jonfd__electra-small-nordic:
698
  link: https://huggingface.co/jonfd/electra-small-nordic
699
  seq_len: 512
700
  size: 23
 
703
  is_proprietary: false
704
  is_sentence_transformers_compatible: true
705
  uses_instruct: false
706
+ KBLab__electra-small-swedish-cased-discriminator:
707
  link: https://huggingface.co/KBLab/electra-small-swedish-cased-discriminator
708
  seq_len: 512
709
  size: 16
 
712
  is_proprietary: false
713
  is_sentence_transformers_compatible: true
714
  uses_instruct: false
715
+ elastic__elser-v2:
716
  link: https://www.elastic.co/guide/en/machine-learning/current/ml-nlp-elser.html
717
  seq_len: 512
718
  size: 110
719
  dim: 30522
720
  is_external: true
721
  is_proprietary: false
722
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723
  uses_instruct: false
724
+ google__flan-t5-base:
725
  link: https://huggingface.co/google/flan-t5-base
726
  seq_len: 512
727
  size: 220
 
730
  is_proprietary: false
731
  is_sentence_transformers_compatible: true
732
  uses_instruct: true
733
+ google__flan-t5-large:
734
  link: https://huggingface.co/google/flan-t5-large
735
  seq_len: 512
736
  size: 770
 
739
  is_proprietary: false
740
  is_sentence_transformers_compatible: true
741
  uses_instruct: true
742
+ flaubert__flaubert_base_cased:
743
  link: https://huggingface.co/flaubert/flaubert_base_cased
744
  seq_len: 512
745
  size: 138
 
748
  is_proprietary: false
749
  is_sentence_transformers_compatible: true
750
  uses_instruct: false
751
+ flaubert__flaubert_base_uncased:
752
  link: https://huggingface.co/flaubert/flaubert_base_uncased
753
  seq_len: 512
754
  size: 138
 
757
  is_proprietary: false
758
  is_sentence_transformers_compatible: true
759
  uses_instruct: false
760
+ flaubert__flaubert_large_cased:
761
  link: https://huggingface.co/flaubert/flaubert_large_cased
762
  seq_len: 512
763
  size: 372
 
766
  is_proprietary: false
767
  is_sentence_transformers_compatible: true
768
  uses_instruct: false
769
+ deepset__gbert-base:
770
  link: https://huggingface.co/deepset/gbert-base
771
  seq_len: 512
772
  size: 110
 
775
  is_proprietary: false
776
  is_sentence_transformers_compatible: true
777
  uses_instruct: false
778
+ deepset__gbert-large:
779
  link: https://huggingface.co/deepset/gbert-large
780
  seq_len: 512
781
  size: 337
 
784
  is_proprietary: false
785
  is_sentence_transformers_compatible: true
786
  uses_instruct: false
787
+ deepset__gelectra-base:
788
  link: https://huggingface.co/deepset/gelectra-base
789
  seq_len: 512
790
  size: 110
 
793
  is_proprietary: false
794
  is_sentence_transformers_compatible: true
795
  uses_instruct: false
796
+ deepset__gelectra-large:
797
  link: https://huggingface.co/deepset/gelectra-large
798
  seq_len: 512
799
  size: 335
 
802
  is_proprietary: false
803
  is_sentence_transformers_compatible: true
804
  uses_instruct: false
805
+ sentence-transformers__average_word_embeddings_glove.6B.300d:
806
  link: https://huggingface.co/sentence-transformers/average_word_embeddings_glove.6B.300d
807
  seq_len: N/A
808
  size: 120
 
811
  is_proprietary: false
812
  is_sentence_transformers_compatible: true
813
  uses_instruct: false
814
+ google-gecko__text-embedding-preview-0409-256:
815
  link: https://cloud.google.com/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings#latest_models
816
  seq_len: 2048
817
  size: 1200
 
820
  is_proprietary: true
821
  is_sentence_transformers_compatible: false
822
  uses_instruct: false
823
+ google-gecko__text-embedding-preview-0409:
824
  link: https://cloud.google.com/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings#latest_models
825
  seq_len: 2048
826
  size: 1200
 
829
  is_proprietary: true
830
  is_sentence_transformers_compatible: false
831
  uses_instruct: false
832
+ uklfr__gottbert-base:
833
  link: https://huggingface.co/uklfr/gottbert-base
834
  seq_len: 512
835
  size: 127
 
838
  is_proprietary: false
839
  is_sentence_transformers_compatible: true
840
  uses_instruct: false
841
+ Alibaba-NLP__gte-Qwen1.5-7B-instruct:
842
  link: https://huggingface.co/Alibaba-NLP/gte-Qwen1.5-7B-instruct
843
  seq_len: 32768
844
  size: 7099
 
847
  is_proprietary: false
848
  is_sentence_transformers_compatible: true
849
  uses_instruct: true
850
+ Alibaba-NLP__gte-Qwen2-1.5B-instruct:
851
  link: https://huggingface.co/Alibaba-NLP/gte-Qwen2-1.5B-instruct
852
  seq_len: 32768
853
  size: 1780
 
856
  is_proprietary: false
857
  is_sentence_transformers_compatible: true
858
  uses_instruct: true
859
+ Alibaba-NLP__gte-Qwen2-7B-instruct:
860
  link: https://huggingface.co/Alibaba-NLP/gte-Qwen2-7B-instruct
861
  seq_len: 32768
862
  size: 7613
 
865
  is_proprietary: false
866
  is_sentence_transformers_compatible: true
867
  uses_instruct: true
868
+ sentence-transformers__gtr-t5-base:
869
  link: https://huggingface.co/sentence-transformers/gtr-t5-base
870
  seq_len: 512
871
  size: 110
 
874
  is_proprietary: false
875
  is_sentence_transformers_compatible: true
876
  uses_instruct: false
877
+ sentence-transformers__gtr-t5-large:
878
  link: https://huggingface.co/sentence-transformers/gtr-t5-large
879
  seq_len: 512
880
  size: 168
 
883
  is_proprietary: false
884
  is_sentence_transformers_compatible: true
885
  uses_instruct: false
886
+ sentence-transformers__gtr-t5-xl:
887
  link: https://huggingface.co/sentence-transformers/gtr-t5-xl
888
  seq_len: 512
889
  size: 1240
 
892
  is_proprietary: false
893
  is_sentence_transformers_compatible: true
894
  uses_instruct: false
895
+ sentence-transformers__gtr-t5-xxl:
896
  link: https://huggingface.co/sentence-transformers/gtr-t5-xxl
897
  seq_len: 512
898
  size: 4865
 
901
  is_proprietary: false
902
  is_sentence_transformers_compatible: true
903
  uses_instruct: false
904
+ ipipan__herbert-base-retrieval-v2:
905
  link: https://huggingface.co/ipipan/herbert-base-retrieval-v2
906
  seq_len: 514
907
  size: 125
 
910
  is_proprietary: false
911
  is_sentence_transformers_compatible: true
912
  uses_instruct: false
913
+ hkunlp__instructor-base:
914
  link: https://huggingface.co/hkunlp/instructor-base
915
  seq_len: N/A
916
  size: 110
 
919
  is_proprietary: false
920
  is_sentence_transformers_compatible: true
921
  uses_instruct: true
922
+ hkunlp__instructor-large:
923
  link: https://huggingface.co/hkunlp/instructor-large
924
  seq_len: 512
925
  size: 335
 
928
  is_proprietary: false
929
  is_sentence_transformers_compatible: true
930
  uses_instruct: true
931
+ hkunlp__instructor-xl:
932
  link: https://huggingface.co/hkunlp/instructor-xl
933
  seq_len: 512
934
  size: 1241
 
937
  is_proprietary: false
938
  is_sentence_transformers_compatible: true
939
  uses_instruct: true
940
+ jinaai__jina-embeddings-v2-base-en:
941
  link: https://huggingface.co/jinaai/jina-embeddings-v2-base-en
942
  seq_len: 8192
943
  size: 275
944
  dim: 768
945
  is_external: true
946
  is_proprietary: false
947
+ is_sentence_transformers_compatible: true
948
  uses_instruct: false
949
+ sentence-transformers__average_word_embeddings_komninos:
950
  link: https://huggingface.co/sentence-transformers/average_word_embeddings_komninos
951
  seq_len: N/A
952
  size: 134
 
955
  is_proprietary: false
956
  is_sentence_transformers_compatible: true
957
  uses_instruct: false
958
+ meta-llama__llama-2-7b-chat:
959
  link: https://huggingface.co/meta-llama/Llama-2-7b-chat-hf
960
  seq_len: 4096
961
  size: 7000
 
964
  is_proprietary: false
965
  is_sentence_transformers_compatible: false
966
  uses_instruct: true
967
+ silk-road__luotuo-bert-medium:
968
  link: https://huggingface.co/silk-road/luotuo-bert-medium
969
  seq_len: 512
970
  size: 328
 
973
  is_proprietary: false
974
  is_sentence_transformers_compatible: true
975
  uses_instruct: false
976
+ moka-ai__m3e-base:
977
  link: https://huggingface.co/moka-ai/m3e-base
978
  seq_len: 512
979
  size: 102
 
982
  is_proprietary: false
983
  is_sentence_transformers_compatible: true
984
  uses_instruct: false
985
+ moka-ai__m3e-large:
986
  link: https://huggingface.co/moka-ai/m3e-large
987
  seq_len: 512
988
  size: 102
 
991
  is_proprietary: false
992
  is_sentence_transformers_compatible: true
993
  uses_instruct: false
994
+ mistralai__mistral-7b-instruct-v0.2:
995
  link: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2
996
  seq_len: 4096
997
  size: 7240
 
1000
  is_proprietary: false
1001
  is_sentence_transformers_compatible: false
1002
  uses_instruct: true
1003
+ mistral__mistral-embed:
1004
  link: https://docs.mistral.ai/guides/embeddings
1005
  seq_len: null
1006
  size: null
 
1009
  is_proprietary: true
1010
  is_sentence_transformers_compatible: false
1011
  uses_instruct: false
1012
+ castorini__monobert-large-msmarco:
1013
  link: https://huggingface.co/castorini/monobert-large-msmarco
1014
  seq_len: 512
1015
  size: 770
 
1018
  is_proprietary: false
1019
  is_sentence_transformers_compatible: false
1020
  uses_instruct: false
1021
+ castorini__monot5-3b-msmarco-10k:
1022
  link: https://huggingface.co/castorini/monot5-3b-msmarco-10k
1023
  seq_len: 512
1024
  size: 2480
 
1027
  is_proprietary: false
1028
  is_sentence_transformers_compatible: false
1029
  uses_instruct: true
1030
+ castorini__monot5-base-msmarco-10k:
1031
  link: https://huggingface.co/castorini/monot5-base-msmarco-10k
1032
  seq_len: 512
1033
  size: 220
 
1036
  is_proprietary: false
1037
  is_sentence_transformers_compatible: false
1038
  uses_instruct: true
1039
+ sentence-transformers__msmarco-bert-co-condensor:
1040
  link: https://huggingface.co/sentence-transformers/msmarco-bert-co-condensor
1041
  seq_len: 512
1042
  size: 110
 
1045
  is_proprietary: false
1046
  is_sentence_transformers_compatible: true
1047
  uses_instruct: false
1048
+ sentence-transformers__multi-qa-MiniLM-L6-cos-v1:
1049
  link: https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1
1050
  seq_len: 512
1051
  size: 23
 
1054
  is_proprietary: false
1055
  is_sentence_transformers_compatible: true
1056
  uses_instruct: false
1057
+ intfloat__multilingual-e5-base:
1058
  link: https://huggingface.co/intfloat/multilingual-e5-base
1059
  seq_len: 514
1060
  size: 278
 
1063
  is_proprietary: false
1064
  is_sentence_transformers_compatible: true
1065
  uses_instruct: false
1066
+ intfloat__multilingual-e5-large:
1067
  link: https://huggingface.co/intfloat/multilingual-e5-large
1068
  seq_len: 514
1069
  size: 560
 
1072
  is_proprietary: false
1073
  is_sentence_transformers_compatible: true
1074
  uses_instruct: false
1075
+ intfloat__multilingual-e5-large-instruct:
1076
  link: https://huggingface.co/intfloat/multilingual-e5-large-instruct
1077
  seq_len: 514
1078
  size: 560
 
1081
  is_proprietary: false
1082
  is_sentence_transformers_compatible: true
1083
  uses_instruct: true
1084
+ intfloat__multilingual-e5-small:
1085
  link: https://huggingface.co/intfloat/multilingual-e5-small
1086
  seq_len: 512
1087
  size: 118
 
1090
  is_proprietary: false
1091
  is_sentence_transformers_compatible: true
1092
  uses_instruct: false
1093
+ NbAiLab__nb-bert-base:
1094
  link: https://huggingface.co/NbAiLab/nb-bert-base
1095
  seq_len: 512
1096
  size: 179
 
1099
  is_proprietary: false
1100
  is_sentence_transformers_compatible: true
1101
  uses_instruct: false
1102
+ NbAiLab__nb-bert-large:
1103
  link: https://huggingface.co/NbAiLab/nb-bert-large
1104
  seq_len: 512
1105
  size: 355
 
1108
  is_proprietary: false
1109
  is_sentence_transformers_compatible: true
1110
  uses_instruct: false
1111
+ nomic-ai__nomic-embed-text-v1:
1112
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1
1113
  seq_len: 8192
1114
  size: 547
 
1117
  is_proprietary: false
1118
  is_sentence_transformers_compatible: true
1119
  uses_instruct: false
1120
+ nomic-ai__nomic-embed-text-v1.5-128:
1121
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1122
  seq_len: 8192
1123
  size: 138
 
1126
  is_proprietary: false
1127
  is_sentence_transformers_compatible: true
1128
  uses_instruct: false
1129
+ nomic-ai__nomic-embed-text-v1.5-256:
1130
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1131
  seq_len: 8192
1132
  size: 138
 
1135
  is_proprietary: false
1136
  is_sentence_transformers_compatible: true
1137
  uses_instruct: false
1138
+ nomic-ai__nomic-embed-text-v1.5-512:
1139
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1140
  seq_len: 8192
1141
  size: 138
 
1144
  is_proprietary: false
1145
  is_sentence_transformers_compatible: true
1146
  uses_instruct: false
1147
+ nomic-ai__nomic-embed-text-v1.5-64:
1148
  link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
1149
  seq_len: 8192
1150
  size: 138
 
1153
  is_proprietary: false
1154
  is_sentence_transformers_compatible: true
1155
  uses_instruct: false
1156
+ ltg__norbert3-base:
1157
  link: https://huggingface.co/ltg/norbert3-base
1158
  seq_len: 512
1159
  size: 131
 
1162
  is_proprietary: false
1163
  is_sentence_transformers_compatible: true
1164
  uses_instruct: false
1165
+ ltg__norbert3-large:
1166
  link: https://huggingface.co/ltg/norbert3-large
1167
  seq_len: 512
1168
  size: 368
 
1171
  is_proprietary: false
1172
  is_sentence_transformers_compatible: true
1173
  uses_instruct: false
1174
+ sentence-transformers__paraphrase-multilingual-MiniLM-L12-v2:
1175
  link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
1176
  seq_len: 512
1177
  size: 118
 
1180
  is_proprietary: false
1181
  is_sentence_transformers_compatible: true
1182
  uses_instruct: false
1183
+ sentence-transformers__paraphrase-multilingual-mpnet-base-v2:
1184
  link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2
1185
  seq_len: 514
1186
  size: 278
 
1189
  is_proprietary: false
1190
  is_sentence_transformers_compatible: true
1191
  uses_instruct: false
1192
+ KBLab__sentence-bert-swedish-cased:
1193
  link: https://huggingface.co/KBLab/sentence-bert-swedish-cased
1194
  seq_len: 512
1195
  size: 125
 
1198
  is_proprietary: false
1199
  is_sentence_transformers_compatible: true
1200
  uses_instruct: false
1201
+ dangvantuan__sentence-camembert-base:
1202
  link: https://huggingface.co/dangvantuan/sentence-camembert-base
1203
  seq_len: 512
1204
  size: 110
 
1207
  is_proprietary: false
1208
  is_sentence_transformers_compatible: true
1209
  uses_instruct: false
1210
+ dangvantuan__sentence-camembert-large:
1211
  link: https://huggingface.co/dangvantuan/sentence-camembert-large
1212
  seq_len: 512
1213
  size: 337
 
1216
  is_proprietary: false
1217
  is_sentence_transformers_compatible: true
1218
  uses_instruct: false
1219
+ Wissam42__sentence-croissant-llm-base:
1220
  link: https://huggingface.co/Wissam42/sentence-croissant-llm-base
1221
  seq_len: 2048
1222
  size: 1280
 
1225
  is_proprietary: false
1226
  is_sentence_transformers_compatible: true
1227
  uses_instruct: false
1228
+ sentence-transformers__sentence-t5-base:
1229
  link: https://huggingface.co/sentence-transformers/sentence-t5-base
1230
  seq_len: 512
1231
  size: 110
 
1234
  is_proprietary: false
1235
  is_sentence_transformers_compatible: true
1236
  uses_instruct: false
1237
+ sentence-transformers__sentence-t5-large:
1238
  link: https://huggingface.co/sentence-transformers/sentence-t5-large
1239
  seq_len: 512
1240
  size: 168
 
1243
  is_proprietary: false
1244
  is_sentence_transformers_compatible: true
1245
  uses_instruct: false
1246
+ sentence-transformers__sentence-t5-xl:
1247
  link: https://huggingface.co/sentence-transformers/sentence-t5-xl
1248
  seq_len: 512
1249
  size: 1240
 
1252
  is_proprietary: false
1253
  is_sentence_transformers_compatible: true
1254
  uses_instruct: false
1255
+ sentence-transformers__sentence-t5-xxl:
1256
  link: https://huggingface.co/sentence-transformers/sentence-t5-xxl
1257
  seq_len: 512
1258
  size: 4865
 
1261
  is_proprietary: false
1262
  is_sentence_transformers_compatible: true
1263
  uses_instruct: false
1264
+ ipipan__silver-retriever-base-v1:
1265
  link: https://huggingface.co/ipipan/silver-retriever-base-v1
1266
  seq_len: 514
1267
  size: 125
 
1270
  is_proprietary: false
1271
  is_sentence_transformers_compatible: true
1272
  uses_instruct: false
1273
+ sdadas__st-polish-paraphrase-from-distilroberta:
1274
  link: https://huggingface.co/sdadas/st-polish-paraphrase-from-distilroberta
1275
  seq_len: 514
1276
  size: 125
 
1279
  is_proprietary: false
1280
  is_sentence_transformers_compatible: true
1281
  uses_instruct: false
1282
+ sdadas__st-polish-paraphrase-from-mpnet:
1283
  link: https://huggingface.co/sdadas/st-polish-paraphrase-from-mpnet
1284
  seq_len: 514
1285
  size: 125
 
1306
  is_proprietary: false
1307
  is_sentence_transformers_compatible: true
1308
  uses_instruct: true
1309
+ princeton-nlp__sup-simcse-bert-base-uncased:
1310
  link: https://huggingface.co/princeton-nlp/sup-simcse-bert-base-uncased
1311
  seq_len: 512
1312
  size: 110
 
1315
  is_proprietary: false
1316
  is_sentence_transformers_compatible: true
1317
  uses_instruct: false
1318
+ openai__text-embedding-3-large:
1319
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1320
  seq_len: 8191
1321
  size: null
 
1324
  is_proprietary: true
1325
  is_sentence_transformers_compatible: false
1326
  uses_instruct: false
1327
+ openai__text-embedding-3-large-instruct:
1328
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1329
  seq_len: 8191
1330
  size: null
 
1332
  is_external: true
1333
  is_proprietary: true
1334
  is_sentence_transformers_compatible: false
1335
+ uses_instruct: true
1336
+ openai__text-embedding-3-large-256:
1337
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1338
  seq_len: 8191
1339
  size: null
 
1342
  is_proprietary: true
1343
  is_sentence_transformers_compatible: false
1344
  uses_instruct: false
1345
+ openai__text-embedding-3-small:
1346
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1347
  seq_len: 8191
1348
  size: null
 
1351
  is_proprietary: true
1352
  is_sentence_transformers_compatible: false
1353
  uses_instruct: false
1354
+ openai__text-embedding-3-small-instruct:
1355
  link: https://openai.com/blog/new-embedding-models-and-api-updates
1356
  seq_len: 8191
1357
  size: null
 
1359
  is_external: true
1360
  is_proprietary: true
1361
  is_sentence_transformers_compatible: false
1362
+ uses_instruct: true
1363
+ openai__text-embedding-ada-002:
1364
  link: https://openai.com/blog/new-and-improved-embedding-model
1365
  seq_len: 8191
1366
  size: null
 
1369
  is_proprietary: true
1370
  is_sentence_transformers_compatible: false
1371
  uses_instruct: false
1372
+ openai__text-embedding-ada-002-instruct:
1373
  link: https://openai.com/blog/new-and-improved-embedding-model
1374
  seq_len: 8191
1375
  size: null
 
1377
  is_external: true
1378
  is_proprietary: true
1379
  is_sentence_transformers_compatible: false
1380
+ uses_instruct: true
1381
+ openai__text-search-ada-001:
1382
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1383
  seq_len: 2046
1384
  size: null
 
1387
  is_proprietary: true
1388
  is_sentence_transformers_compatible: false
1389
  uses_instruct: false
1390
+ openai__text-search-ada-doc-001:
1391
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1392
  seq_len: 2046
1393
  size: null
 
1405
  is_proprietary: true
1406
  is_sentence_transformers_compatible: false
1407
  uses_instruct: false
1408
+ openai__text-search-babbage-001:
1409
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1410
  seq_len: 2046
1411
  size: null
 
1414
  is_proprietary: true
1415
  is_sentence_transformers_compatible: false
1416
  uses_instruct: false
1417
+ openai__text-search-curie-001:
1418
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1419
  seq_len: 2046
1420
  size: null
 
1423
  is_proprietary: true
1424
  is_sentence_transformers_compatible: false
1425
  uses_instruct: false
1426
+ openai__text-search-davinci-001:
1427
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1428
  seq_len: 2046
1429
  size: null
 
1432
  is_proprietary: true
1433
  is_sentence_transformers_compatible: false
1434
  uses_instruct: false
1435
+ openai__text-similarity-ada-001:
1436
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1437
  seq_len: 2046
1438
  size: null
 
1441
  is_proprietary: true
1442
  is_sentence_transformers_compatible: false
1443
  uses_instruct: false
1444
+ openai__text-similarity-babbage-001:
1445
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1446
  seq_len: 2046
1447
  size: null
 
1450
  is_proprietary: true
1451
  is_sentence_transformers_compatible: false
1452
  uses_instruct: false
1453
+ openai__text-similarity-curie-001:
1454
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1455
  seq_len: 2046
1456
  size: null
 
1459
  is_proprietary: true
1460
  is_sentence_transformers_compatible: false
1461
  uses_instruct: false
1462
+ openai__text-similarity-davinci-001:
1463
  link: https://openai.com/blog/introducing-text-and-code-embeddings
1464
  seq_len: 2046
1465
  size: null
 
1468
  is_proprietary: true
1469
  is_sentence_transformers_compatible: false
1470
  uses_instruct: false
1471
+ orionweller__tart-dual-contriever-msmarco:
1472
  link: https://huggingface.co/orionweller/tart-dual-contriever-msmarco
1473
  seq_len: 512
1474
  size: 110
 
1477
  is_proprietary: false
1478
  is_sentence_transformers_compatible: false
1479
  uses_instruct: true
1480
+ facebook__tart-full-flan-t5-xl:
1481
  link: https://huggingface.co/facebook/tart-full-flan-t5-xl
1482
  seq_len: 512
1483
  size: 2480
 
1486
  is_proprietary: false
1487
  is_sentence_transformers_compatible: false
1488
  uses_instruct: true
1489
+ shibing624__text2vec-base-chinese:
1490
  link: https://huggingface.co/shibing624/text2vec-base-chinese
1491
  seq_len: 512
1492
  size: 102
 
1495
  is_proprietary: false
1496
  is_sentence_transformers_compatible: true
1497
  uses_instruct: false
1498
+ shibing624__text2vec-base-multilingual:
1499
+ link: https://huggingface.co/shibing624/text2vec-base-multilingual
1500
+ seq_len: 256
1501
+ size: 118
1502
+ dim: 384
1503
  is_external: true
1504
  is_proprietary: false
1505
  is_sentence_transformers_compatible: false
1506
  uses_instruct: false
1507
+ shibing624__text2vec-large-chinese:
1508
  link: https://huggingface.co/GanymedeNil/text2vec-large-chinese
1509
  seq_len: 512
1510
  size: 326
 
1513
  is_proprietary: false
1514
  is_sentence_transformers_compatible: true
1515
  uses_instruct: false
1516
+ amazon__titan-embed-text-v1:
1517
  link: https://docs.aws.amazon.com/bedrock/latest/userguide/embeddings.html
1518
  seq_len: 8000
1519
  size: null
 
1522
  is_proprietary: true
1523
  is_sentence_transformers_compatible: false
1524
  uses_instruct: false
1525
+ izhx__udever-bloom-1b1:
1526
  link: https://huggingface.co/izhx/udever-bloom-1b1
1527
  seq_len: 2048
1528
  size: null
 
1531
  is_proprietary: false
1532
  is_sentence_transformers_compatible: true
1533
  uses_instruct: false
1534
+ izhx__udever-bloom-560m:
1535
  link: https://huggingface.co/izhx/udever-bloom-560m
1536
  seq_len: 2048
1537
  size: null
 
1540
  is_proprietary: false
1541
  is_sentence_transformers_compatible: true
1542
  uses_instruct: false
1543
+ vprelovac__universal-sentence-encoder-multilingual-3:
1544
  link: https://huggingface.co/vprelovac/universal-sentence-encoder-multilingual-3
1545
  seq_len: 512
1546
  size: null
 
1549
  is_proprietary: false
1550
  is_sentence_transformers_compatible: true
1551
  uses_instruct: false
1552
+ vprelovac__universal-sentence-encoder-multilingual-large-3:
1553
  link: https://huggingface.co/vprelovac/universal-sentence-encoder-multilingual-large-3
1554
  seq_len: 512
1555
  size: null
 
1558
  is_proprietary: false
1559
  is_sentence_transformers_compatible: true
1560
  uses_instruct: false
1561
+ princeton-nlp__unsup-simcse-bert-base-uncased:
1562
  link: https://huggingface.co/princeton-nlp/unsup-simcse-bert-base-uncased
1563
  seq_len: 512
1564
  size: 110
 
1567
  is_proprietary: false
1568
  is_sentence_transformers_compatible: true
1569
  uses_instruct: false
1570
+ sentence-transformers__use-cmlm-multilingual:
1571
  link: https://huggingface.co/sentence-transformers/use-cmlm-multilingual
1572
  seq_len: 512
1573
  size: 472
 
1575
  is_external: true
1576
  is_proprietary: false
1577
  is_sentence_transformers_compatible: true
1578
+ uses_instruct: false
1579
+ voyageai__voyage-2:
1580
  link: https://docs.voyageai.com/embeddings/
1581
  seq_len: 1024
1582
  size: null
 
1584
  is_external: true
1585
  is_proprietary: true
1586
  is_sentence_transformers_compatible: false
1587
+ uses_instruct: false
1588
+ voyageai__voyage-code-2:
1589
  link: https://docs.voyageai.com/embeddings/
1590
  seq_len: 16000
1591
  size: null
 
1593
  is_external: true
1594
  is_proprietary: true
1595
  is_sentence_transformers_compatible: false
1596
+ uses_instruct: false
1597
+ voyageai__voyage-large-2-instruct:
1598
  link: https://docs.voyageai.com/embeddings/
1599
  seq_len: 16000
1600
  size: null
 
1602
  is_external: true
1603
  is_proprietary: false
1604
  is_sentence_transformers_compatible: false
1605
+ uses_instruct: true
1606
+ voyageai__voyage-law-2:
1607
  link: https://docs.voyageai.com/embeddings/
1608
  seq_len: 16000
1609
  size: null
 
1611
  is_external: true
1612
  is_proprietary: true
1613
  is_sentence_transformers_compatible: false
1614
+ uses_instruct: false
1615
+ voyageai__voyage-lite-01-instruct:
1616
  link: https://docs.voyageai.com/embeddings/
1617
  seq_len: 4000
1618
  size: null
 
1620
  is_external: true
1621
  is_proprietary: true
1622
  is_sentence_transformers_compatible: false
1623
+ uses_instruct: true
1624
+ voyageai__voyage-lite-02-instruct:
1625
  link: https://docs.voyageai.com/embeddings/
1626
  seq_len: 4000
1627
  size: 1220
 
1629
  is_external: true
1630
  is_proprietary: true
1631
  is_sentence_transformers_compatible: false
1632
+ uses_instruct: true
1633
+ voyageai__voyage-multilingual-2:
1634
  link: https://docs.voyageai.com/embeddings/
1635
  seq_len: 32000
1636
  size: null
 
1638
  is_external: true
1639
  is_proprietary: true
1640
  is_sentence_transformers_compatible: false
1641
+ uses_instruct: false
1642
+ FacebookAI__xlm-roberta-base:
1643
+ link: https://huggingface.co/FacebookAI/xlm-roberta-base
1644
  seq_len: 514
1645
  size: 279
1646
  dim: 768
1647
  is_external: true
1648
  is_proprietary: false
1649
  is_sentence_transformers_compatible: true
1650
+ uses_instruct: false
1651
+ FacebookAI__xlm-roberta-large:
1652
+ link: https://huggingface.co/FacebookAI/xlm-roberta-large
1653
  seq_len: 514
1654
  size: 560
1655
  dim: 1024
 
1657
  is_proprietary: false
1658
  is_sentence_transformers_compatible: true
1659
  uses_instruct: false
1660
+ cointegrated__rubert-tiny:
1661
  link: https://huggingface.co/cointegrated/rubert-tiny
1662
  seq_len: 514
1663
  size: 12
 
1666
  is_proprietary: false
1667
  is_sentence_transformers_compatible: true
1668
  uses_instruct: false
1669
+ cointegrated__rubert-tiny2:
1670
  link: https://huggingface.co/cointegrated/rubert-tiny2
1671
  seq_len: 514
1672
  size: 29
 
1675
  is_proprietary: false
1676
  is_sentence_transformers_compatible: true
1677
  uses_instruct: false
1678
+ ai-forever__sbert_large_mt_nlu_ru:
1679
  link: https://huggingface.co/ai-forever/sbert_large_mt_nlu_ru
1680
  seq_len: 514
1681
  size: 427
 
1684
  is_proprietary: false
1685
  is_sentence_transformers_compatible: true
1686
  uses_instruct: false
1687
+ ai-forever__sbert_large_nlu_ru:
1688
  link: https://huggingface.co/ai-forever/sbert_large_nlu_ru
1689
  seq_len: 512
1690
  size: 427
 
1693
  is_proprietary: false
1694
  is_sentence_transformers_compatible: true
1695
  uses_instruct: false
1696
+ deepvk__USER-base:
1697
  link: https://huggingface.co/deepvk/USER-base
1698
  seq_len: 512
1699
  size: 124
 
1702
  is_proprietary: false
1703
  is_sentence_transformers_compatible: true
1704
  uses_instruct: false
1705
+ deepvk__USER-bge-m3:
1706
  link: https://huggingface.co/deepvk/USER-bge-m3
1707
  seq_len: 8192
1708
  size: 359
 
1711
  is_proprietary: false
1712
  is_sentence_transformers_compatible: true
1713
  uses_instruct: false
1714
+ deepvk__deberta-v1-base:
1715
  link: https://huggingface.co/deepvk/deberta-v1-base
1716
  seq_len: 512
1717
  size: 124
 
1720
  is_proprietary: false
1721
  is_sentence_transformers_compatible: true
1722
  uses_instruct: false
1723
+ sergeyzh__rubert-tiny-turbo:
1724
  link: https://huggingface.co/sergeyzh/rubert-tiny-turbo
1725
  seq_len: 2048
1726
  size: 29
 
1729
  is_proprietary: false
1730
  is_sentence_transformers_compatible: true
1731
  uses_instruct: false
1732
+ sergeyzh__LaBSE-ru-turbo:
1733
  link: https://huggingface.co/sergeyzh/LaBSE-ru-turbo
1734
  seq_len: 512
1735
  size: 128
 
1738
  is_proprietary: false
1739
  is_sentence_transformers_compatible: true
1740
  uses_instruct: false
1741
+ DeepPavlov__distilrubert-small-cased-conversational:
1742
  link: https://huggingface.co/DeepPavlov/distilrubert-small-cased-conversational
1743
  seq_len: 512
1744
  size: 106
 
1747
  is_proprietary: false
1748
  is_sentence_transformers_compatible: true
1749
  uses_instruct: false
1750
+ DeepPavlov__rubert-base-cased:
1751
  link: https://huggingface.co/DeepPavlov/rubert-base-cased
1752
  seq_len: 512
1753
  size: 180
 
1756
  is_proprietary: false
1757
  is_sentence_transformers_compatible: true
1758
  uses_instruct: false
1759
+ DeepPavlov__rubert-base-cased-sentence:
1760
  link: https://huggingface.co/DeepPavlov/rubert-base-cased-sentence
1761
  seq_len: 512
1762
  size: 180
 
1765
  is_proprietary: false
1766
  is_sentence_transformers_compatible: true
1767
  uses_instruct: false
1768
+ cointegrated__LaBSE-en-ru:
1769
  link: https://huggingface.co/cointegrated/LaBSE-en-ru
1770
  seq_len: 512
1771
  size: 129
refresh.py CHANGED
@@ -128,7 +128,9 @@ def make_clickable_model(model_name: str, link: None | str = None) -> str:
128
  if link is None:
129
  link = "https://huggingface.co/" + model_name
130
  # Remove user from model name
131
- return f'<a target="_blank" style="text-decoration: underline" href="{link}">{model_name.split("/")[-1]}</a>'
 
 
132
 
133
 
134
  def add_subset(examples):
@@ -659,7 +661,7 @@ def refresh_leaderboard() -> tuple[list, dict]:
659
  )
660
  for board, board_config in pbar_tasks:
661
  # Optional fetch only for a specific board
662
- # if board != "bright_long": continue
663
  # Very hacky - should fix this as soon as possible
664
  if board == "bright_long":
665
  TASK_TO_METRIC["Retrieval"] = ["recall_at_1"]
 
128
  if link is None:
129
  link = "https://huggingface.co/" + model_name
130
  # Remove user from model name
131
+ model_name = model_name.split("/")[-1]
132
+ model_name = model_name.split("__")[-1]
133
+ return f'<a target="_blank" style="text-decoration: underline" href="{link}">{model_name}</a>'
134
 
135
 
136
  def add_subset(examples):
 
661
  )
662
  for board, board_config in pbar_tasks:
663
  # Optional fetch only for a specific board
664
+ if board != "ru": continue
665
  # Very hacky - should fix this as soon as possible
666
  if board == "bright_long":
667
  TASK_TO_METRIC["Retrieval"] = ["recall_at_1"]