Add model

Signed-off-by: Tao Wang <[email protected]>

1_Pooling/config.json

@@ -0,0 +1,4 @@
+{
+  "word_embedding_dimension": 768,
+  "pooling_mode_mean_tokens": true
+}

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "shibing624/text2vec-base-chinese",
+  "architectures": [
+    "BertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.29.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 21128
+}

eval_results.txt

@@ -0,0 +1,2 @@
+eval_pearson = 0.9521139554586924
+eval_spearman = 0.8516852932062846

modules.json

@@ -0,0 +1,14 @@
+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  }
+]

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a611477f2c8b4eed1b807299eca643ad9db52bd0c0b1ade32881502303bc9518
+size 409141805

sentence_bert_config.json

@@ -0,0 +1,4 @@
+{
+  "max_seq_length": 512,
+  "do_lower_case": false
+}

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,15 @@
+{
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_progress_scores.csv

@@ -0,0 +1,20 @@
+global_step,train_loss,eval_spearman,eval_pearson
+2144,0.0,0.8479460350153861,0.948485133470978
+4288,0.0,0.8498950964077886,0.9465204947615107
+6432,0.0,0.849468294643029,0.9468169311979125
+8576,0.0,0.848567268695203,0.9472771180148725
+10720,0.0,0.8516852932062846,0.9521139554586924
+12864,0.0,0.8481712915023426,0.9352248634550469
+15008,0.0,0.8498927252868733,0.9520898128741913
+17152,0.0,0.8507155042444935,0.9543544491683162
+19296,0.0,0.8487877829403289,0.947800578361301
+21440,0.0,0.850419114130077,0.9521228966704754
+23584,0.0,0.849432727829299,0.947384125053125
+25728,0.0,0.8491339665939672,0.9484934936142233
+27872,0.0,0.851184986185729,0.9468601578695205
+30016,0.0,0.8471896474433954,0.9482947463945062
+32160,0.0,0.8505518969013355,0.9505983453497635
+34304,0.0,0.8507107620026627,0.9545982143319675
+36448,0.0,0.8508577720063408,0.9546999080180405
+38592,0.0,0.8500824149600997,0.951359698794045
+40736,0.0,0.8496390158551345,0.9508174759023411