Model save
Browse files- .gitattributes +1 -0
- README.md +67 -0
- added_tokens.json +25 -0
- config.json +32 -0
- generation_config.json +8 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +25 -0
- tokenizer.json +3 -0
- tokenizer_config.json +215 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: rawsh/mirrorqwen2.5-0.5b-ORPO-1
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library_name: transformers
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model_name: mirrorqwen2.5-0.5b-ORPO-2
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tags:
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- generated_from_trainer
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- trl
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- orpo
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- unsloth
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licence: license
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---
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# Model Card for mirrorqwen2.5-0.5b-ORPO-2
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This model is a fine-tuned version of [rawsh/mirrorqwen2.5-0.5b-ORPO-1](https://huggingface.co/rawsh/mirrorqwen2.5-0.5b-ORPO-1).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="rawsh/mirrorqwen2.5-0.5b-ORPO-2", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/dankgpt/orpo-training/runs/gspz6nyl)
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This model was trained with ORPO, a method introduced in [ORPO: Monolithic Preference Optimization without Reference Model](https://huggingface.co/papers/2403.07691).
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### Framework versions
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- TRL: 0.12.0
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- Transformers: 4.46.2
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- Pytorch: 2.4.1
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- Datasets: 3.1.0
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- Tokenizers: 0.20.3
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## Citations
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Cite ORPO as:
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```bibtex
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@article{hong2024orpo,
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title = {{ORPO: Monolithic Preference Optimization without Reference Model}},
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author = {Jiwoo Hong and Noah Lee and James Thorne},
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year = 2024,
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eprint = {arXiv:2403.07691}
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}
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```
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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added_tokens.json
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{
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"</tool_call>": 151658,
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"<tool_call>": 151657,
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"<|PAD_TOKEN|>": 151665,
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}
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config.json
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{
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"_name_or_path": "rawsh/mirrorqwen2.5-0.5b-ORPO-1",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"max_position_embeddings": 32768,
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"max_window_layers": 24,
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"model_type": "qwen2",
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"num_attention_heads": 14,
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"num_hidden_layers": 24,
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"num_key_value_heads": 2,
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"pad_token_id": 151665,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"tie_word_embeddings": true,
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"torch_dtype": "float16",
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"transformers_version": "4.46.2",
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"unsloth_version": "2024.9.post1",
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"use_cache": false,
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"use_mrope": false,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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generation_config.json
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{
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"max_length": 32768,
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"max_new_tokens": 2048,
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"pad_token_id": 151665,
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"transformers_version": "4.46.2"
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a536ba802b6bea2b46e28b4e3d033712b4c42b18e870693154879ad85387e83
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size 988097536
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special_tokens_map.json
ADDED
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{
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"<|quad_start|>",
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"<|image_pad|>",
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"content": "<|endoftext|>",
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},
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"pad_token": "<|endoftext|>"
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:fab42efe8d17406525a9154b728cf9e957629a8ed7ce997770efdd71128c6a1a
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size 11422086
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tokenizer_config.json
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|
96 |
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|
97 |
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|
98 |
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|
99 |
+
"special": true
|
100 |
+
},
|
101 |
+
"151655": {
|
102 |
+
"content": "<|image_pad|>",
|
103 |
+
"lstrip": false,
|
104 |
+
"normalized": false,
|
105 |
+
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|
106 |
+
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|
107 |
+
"special": true
|
108 |
+
},
|
109 |
+
"151656": {
|
110 |
+
"content": "<|video_pad|>",
|
111 |
+
"lstrip": false,
|
112 |
+
"normalized": false,
|
113 |
+
"rstrip": false,
|
114 |
+
"single_word": false,
|
115 |
+
"special": true
|
116 |
+
},
|
117 |
+
"151657": {
|
118 |
+
"content": "<tool_call>",
|
119 |
+
"lstrip": false,
|
120 |
+
"normalized": false,
|
121 |
+
"rstrip": false,
|
122 |
+
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|
123 |
+
"special": false
|
124 |
+
},
|
125 |
+
"151658": {
|
126 |
+
"content": "</tool_call>",
|
127 |
+
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|
128 |
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|
129 |
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|
130 |
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|
131 |
+
"special": false
|
132 |
+
},
|
133 |
+
"151659": {
|
134 |
+
"content": "<|fim_prefix|>",
|
135 |
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|
136 |
+
"normalized": false,
|
137 |
+
"rstrip": false,
|
138 |
+
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|
139 |
+
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|
140 |
+
},
|
141 |
+
"151660": {
|
142 |
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"content": "<|fim_middle|>",
|
143 |
+
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|
144 |
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|
145 |
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|
146 |
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|
147 |
+
"special": false
|
148 |
+
},
|
149 |
+
"151661": {
|
150 |
+
"content": "<|fim_suffix|>",
|
151 |
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|
152 |
+
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|
153 |
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|
154 |
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|
155 |
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|
156 |
+
},
|
157 |
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|
158 |
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"content": "<|fim_pad|>",
|
159 |
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|
160 |
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|
161 |
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|
162 |
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|
163 |
+
"special": false
|
164 |
+
},
|
165 |
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"151663": {
|
166 |
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"content": "<|repo_name|>",
|
167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
+
"special": false
|
172 |
+
},
|
173 |
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"151664": {
|
174 |
+
"content": "<|file_sep|>",
|
175 |
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|
176 |
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|
177 |
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|
178 |
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|
179 |
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"special": false
|
180 |
+
},
|
181 |
+
"151665": {
|
182 |
+
"content": "<|PAD_TOKEN|>",
|
183 |
+
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|
184 |
+
"normalized": false,
|
185 |
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|
186 |
+
"single_word": false,
|
187 |
+
"special": true
|
188 |
+
}
|
189 |
+
},
|
190 |
+
"additional_special_tokens": [
|
191 |
+
"<|im_start|>",
|
192 |
+
"<|im_end|>",
|
193 |
+
"<|object_ref_start|>",
|
194 |
+
"<|object_ref_end|>",
|
195 |
+
"<|box_start|>",
|
196 |
+
"<|box_end|>",
|
197 |
+
"<|quad_start|>",
|
198 |
+
"<|quad_end|>",
|
199 |
+
"<|vision_start|>",
|
200 |
+
"<|vision_end|>",
|
201 |
+
"<|vision_pad|>",
|
202 |
+
"<|image_pad|>",
|
203 |
+
"<|video_pad|>"
|
204 |
+
],
|
205 |
+
"bos_token": null,
|
206 |
+
"clean_up_tokenization_spaces": false,
|
207 |
+
"eos_token": "<|endoftext|>",
|
208 |
+
"errors": "replace",
|
209 |
+
"model_max_length": 32768,
|
210 |
+
"pad_token": "<|endoftext|>",
|
211 |
+
"padding_side": "left",
|
212 |
+
"split_special_tokens": false,
|
213 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
214 |
+
"unk_token": null
|
215 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a9e5bd90f259dcfd090a59cb4b7ecc2b169617c1c7e8c8d711ad410e50628328
|
3 |
+
size 5560
|
vocab.json
ADDED
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|
|