Commit
•
c0bd953
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Parent(s):
ed0071e
Upload folder using huggingface_hub
Browse files- README.md +73 -0
- config.json +30 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- quantize_config.json +11 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1675 -0
- vocab.json +0 -0
README.md
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| 1 |
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---
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license: apache-2.0
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tags:
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- finetuned
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- quantized
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- 4-bit
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- gptq
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- transformers
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- safetensors
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- llama
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- text-generation
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- en
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- arxiv:2305.18290
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- arxiv:2106.09685
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- license:mit
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- autotrain_compatible
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- endpoints_compatible
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- text-generation-inference
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- region:us
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model_name: MoMo-72B-lora-1.8.7-DPO-GPTQ
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base_model: moreh/MoMo-72B-lora-1.8.7-DPO
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inference: false
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model_creator: moreh
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pipeline_tag: text-generation
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quantized_by: MaziyarPanahi
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---
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# Description
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[MaziyarPanahi/MoMo-72B-lora-1.8.7-DPO-GPTQ](https://huggingface.co/MaziyarPanahi/MoMo-72B-lora-1.8.7-DPO-GPTQ) is a quantized (GPTQ) version of [moreh/MoMo-72B-lora-1.8.7-DPO](https://huggingface.co/moreh/MoMo-72B-lora-1.8.7-DPO)
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## How to use
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### Install the necessary packages
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```
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pip install --upgrade accelerate auto-gptq transformers
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```
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### Example Python code
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```python
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from transformers import AutoTokenizer, pipeline
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from auto_gptq import AutoGPTQForCausalLM, BaseQuantizeConfig
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import torch
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model_id = "MaziyarPanahi/MoMo-72B-lora-1.8.7-DPO-GPTQ"
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quantize_config = BaseQuantizeConfig(
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bits=4,
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group_size=128,
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desc_act=False
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)
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model = AutoGPTQForCausalLM.from_quantized(
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model_id,
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use_safetensors=True,
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device="cuda:0",
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quantize_config=quantize_config)
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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pipe = pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer,
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max_new_tokens=512,
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temperature=0.7,
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top_p=0.95,
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repetition_penalty=1.1
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)
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outputs = pipe("What is a large language model?")
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print(outputs[0]["generated_text"])
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```
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config.json
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{
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"_name_or_path": "moreh/MoMo-72B-lora-1.8.7-DPO",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": true,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 8192,
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"initializer_range": 0.02,
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"intermediate_size": 24576,
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"max_position_embeddings": 32768,
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"model_type": "llama",
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"num_attention_heads": 64,
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"num_hidden_layers": 80,
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"num_key_value_heads": 64,
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"pad_token_id": 151643,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 1000000,
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"seq_length": 32768,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.36.2",
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"use_cache": true,
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"vocab_size": 152064
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b55b1f6052fd4690532825280e2196908fd7ef579098328a75e4dedbd0133b10
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size 41283578328
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quantize_config.json
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{
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"bits": 4,
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"group_size": 128,
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"damp_percent": 0.1,
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"desc_act": false,
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"static_groups": false,
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"sym": true,
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"true_sequential": true,
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"model_name_or_path": null,
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"model_file_base_name": null
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}
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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| 1 |
+
{
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| 2 |
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|
| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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|
| 14 |
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| 15 |
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| 16 |
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|
| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 44 |
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| 45 |
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| 46 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 53 |
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| 65 |
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| 66 |
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| 69 |
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| 72 |
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| 77 |
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| 133 |
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| 147 |
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| 149 |
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| 189 |
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| 192 |
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| 193 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 203 |
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},
|
| 1524 |
+
"151833": {
|
| 1525 |
+
"content": "<|extra_187|>",
|
| 1526 |
+
"lstrip": false,
|
| 1527 |
+
"normalized": false,
|
| 1528 |
+
"rstrip": false,
|
| 1529 |
+
"single_word": false,
|
| 1530 |
+
"special": true
|
| 1531 |
+
},
|
| 1532 |
+
"151834": {
|
| 1533 |
+
"content": "<|extra_188|>",
|
| 1534 |
+
"lstrip": false,
|
| 1535 |
+
"normalized": false,
|
| 1536 |
+
"rstrip": false,
|
| 1537 |
+
"single_word": false,
|
| 1538 |
+
"special": true
|
| 1539 |
+
},
|
| 1540 |
+
"151835": {
|
| 1541 |
+
"content": "<|extra_189|>",
|
| 1542 |
+
"lstrip": false,
|
| 1543 |
+
"normalized": false,
|
| 1544 |
+
"rstrip": false,
|
| 1545 |
+
"single_word": false,
|
| 1546 |
+
"special": true
|
| 1547 |
+
},
|
| 1548 |
+
"151836": {
|
| 1549 |
+
"content": "<|extra_190|>",
|
| 1550 |
+
"lstrip": false,
|
| 1551 |
+
"normalized": false,
|
| 1552 |
+
"rstrip": false,
|
| 1553 |
+
"single_word": false,
|
| 1554 |
+
"special": true
|
| 1555 |
+
},
|
| 1556 |
+
"151837": {
|
| 1557 |
+
"content": "<|extra_191|>",
|
| 1558 |
+
"lstrip": false,
|
| 1559 |
+
"normalized": false,
|
| 1560 |
+
"rstrip": false,
|
| 1561 |
+
"single_word": false,
|
| 1562 |
+
"special": true
|
| 1563 |
+
},
|
| 1564 |
+
"151838": {
|
| 1565 |
+
"content": "<|extra_192|>",
|
| 1566 |
+
"lstrip": false,
|
| 1567 |
+
"normalized": false,
|
| 1568 |
+
"rstrip": false,
|
| 1569 |
+
"single_word": false,
|
| 1570 |
+
"special": true
|
| 1571 |
+
},
|
| 1572 |
+
"151839": {
|
| 1573 |
+
"content": "<|extra_193|>",
|
| 1574 |
+
"lstrip": false,
|
| 1575 |
+
"normalized": false,
|
| 1576 |
+
"rstrip": false,
|
| 1577 |
+
"single_word": false,
|
| 1578 |
+
"special": true
|
| 1579 |
+
},
|
| 1580 |
+
"151840": {
|
| 1581 |
+
"content": "<|extra_194|>",
|
| 1582 |
+
"lstrip": false,
|
| 1583 |
+
"normalized": false,
|
| 1584 |
+
"rstrip": false,
|
| 1585 |
+
"single_word": false,
|
| 1586 |
+
"special": true
|
| 1587 |
+
},
|
| 1588 |
+
"151841": {
|
| 1589 |
+
"content": "<|extra_195|>",
|
| 1590 |
+
"lstrip": false,
|
| 1591 |
+
"normalized": false,
|
| 1592 |
+
"rstrip": false,
|
| 1593 |
+
"single_word": false,
|
| 1594 |
+
"special": true
|
| 1595 |
+
},
|
| 1596 |
+
"151842": {
|
| 1597 |
+
"content": "<|extra_196|>",
|
| 1598 |
+
"lstrip": false,
|
| 1599 |
+
"normalized": false,
|
| 1600 |
+
"rstrip": false,
|
| 1601 |
+
"single_word": false,
|
| 1602 |
+
"special": true
|
| 1603 |
+
},
|
| 1604 |
+
"151843": {
|
| 1605 |
+
"content": "<|extra_197|>",
|
| 1606 |
+
"lstrip": false,
|
| 1607 |
+
"normalized": false,
|
| 1608 |
+
"rstrip": false,
|
| 1609 |
+
"single_word": false,
|
| 1610 |
+
"special": true
|
| 1611 |
+
},
|
| 1612 |
+
"151844": {
|
| 1613 |
+
"content": "<|extra_198|>",
|
| 1614 |
+
"lstrip": false,
|
| 1615 |
+
"normalized": false,
|
| 1616 |
+
"rstrip": false,
|
| 1617 |
+
"single_word": false,
|
| 1618 |
+
"special": true
|
| 1619 |
+
},
|
| 1620 |
+
"151845": {
|
| 1621 |
+
"content": "<|extra_199|>",
|
| 1622 |
+
"lstrip": false,
|
| 1623 |
+
"normalized": false,
|
| 1624 |
+
"rstrip": false,
|
| 1625 |
+
"single_word": false,
|
| 1626 |
+
"special": true
|
| 1627 |
+
},
|
| 1628 |
+
"151846": {
|
| 1629 |
+
"content": "<|extra_200|>",
|
| 1630 |
+
"lstrip": false,
|
| 1631 |
+
"normalized": false,
|
| 1632 |
+
"rstrip": false,
|
| 1633 |
+
"single_word": false,
|
| 1634 |
+
"special": true
|
| 1635 |
+
},
|
| 1636 |
+
"151847": {
|
| 1637 |
+
"content": "<|extra_201|>",
|
| 1638 |
+
"lstrip": false,
|
| 1639 |
+
"normalized": false,
|
| 1640 |
+
"rstrip": false,
|
| 1641 |
+
"single_word": false,
|
| 1642 |
+
"special": true
|
| 1643 |
+
},
|
| 1644 |
+
"151848": {
|
| 1645 |
+
"content": "<|extra_202|>",
|
| 1646 |
+
"lstrip": false,
|
| 1647 |
+
"normalized": false,
|
| 1648 |
+
"rstrip": false,
|
| 1649 |
+
"single_word": false,
|
| 1650 |
+
"special": true
|
| 1651 |
+
},
|
| 1652 |
+
"151849": {
|
| 1653 |
+
"content": "<|extra_203|>",
|
| 1654 |
+
"lstrip": false,
|
| 1655 |
+
"normalized": false,
|
| 1656 |
+
"rstrip": false,
|
| 1657 |
+
"single_word": false,
|
| 1658 |
+
"special": true
|
| 1659 |
+
},
|
| 1660 |
+
"151850": {
|
| 1661 |
+
"content": "<|extra_204|>",
|
| 1662 |
+
"lstrip": false,
|
| 1663 |
+
"normalized": false,
|
| 1664 |
+
"rstrip": false,
|
| 1665 |
+
"single_word": false,
|
| 1666 |
+
"special": true
|
| 1667 |
+
}
|
| 1668 |
+
},
|
| 1669 |
+
"bos_token": "<|endoftext|>",
|
| 1670 |
+
"clean_up_tokenization_spaces": true,
|
| 1671 |
+
"eos_token": "<|endoftext|>",
|
| 1672 |
+
"model_max_length": 4096,
|
| 1673 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 1674 |
+
"unk_token": "<|endoftext|>"
|
| 1675 |
+
}
|
vocab.json
ADDED
|
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|
|
|