Model save
Browse files- .gitattributes +1 -0
- README.md +69 -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-SimPO-1
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library_name: transformers
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model_name: mirrorqwen2.5-0.5b-SimPO-2
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tags:
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- generated_from_trainer
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- trl
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- cpo
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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-SimPO-2
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This model is a fine-tuned version of [rawsh/mirrorqwen2.5-0.5b-SimPO-1](https://huggingface.co/rawsh/mirrorqwen2.5-0.5b-SimPO-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-SimPO-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/simpo-training/runs/8cv151mo)
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This model was trained with CPO, a method introduced in [Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation](https://huggingface.co/papers/2401.08417).
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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 CPO as:
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```bibtex
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@inproceedings{xu2024contrastive,
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title = {{Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation}},
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author = {Haoran Xu and Amr Sharaf and Yunmo Chen and Weiting Tan and Lingfeng Shen and Benjamin Van Durme and Kenton Murray and Young Jin Kim},
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year = 2024,
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booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024},
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publisher = {OpenReview.net},
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url = {https://openreview.net/forum?id=51iwkioZpn}
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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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}
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config.json
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{
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"_name_or_path": "rawsh/mirrorqwen2.5-0.5b-SimPO-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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"intermediate_size": 4864,
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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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"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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"max_length": 32768,
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"transformers_version": "4.46.2"
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}
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merges.txt
ADDED
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 sha256:432ab48ed4b09a485ca7c9595fc09187272bc1b9bf58b2d2ec2e43bb57447e6f
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size 988097536
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special_tokens_map.json
ADDED
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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|
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|
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|
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}
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tokenizer.json
ADDED
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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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90 |
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|
91 |
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|
92 |
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93 |
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|
94 |
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|
95 |
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|
96 |
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|
97 |
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|
98 |
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|
99 |
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|
100 |
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|
101 |
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|
102 |
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|
103 |
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|
104 |
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|
105 |
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|
106 |
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|
107 |
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|
108 |
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|
109 |
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|
110 |
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|
111 |
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|
112 |
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|
113 |
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|
114 |
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|
115 |
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"special": true
|
116 |
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},
|
117 |
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|
118 |
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|
119 |
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|
120 |
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|
121 |
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|
122 |
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|
123 |
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|
124 |
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},
|
125 |
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|
126 |
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|
127 |
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|
128 |
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|
129 |
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|
130 |
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|
131 |
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|
132 |
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},
|
133 |
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|
134 |
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|
135 |
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|
136 |
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|
137 |
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|
138 |
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|
139 |
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|
140 |
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},
|
141 |
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|
142 |
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|
143 |
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|
144 |
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|
145 |
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|
146 |
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|
147 |
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|
148 |
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|
149 |
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|
150 |
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|
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 |
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|
157 |
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|
158 |
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|
160 |
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|
161 |
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|
162 |
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|
163 |
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|
164 |
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},
|
165 |
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|
166 |
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|
167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
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|
172 |
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},
|
173 |
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|
174 |
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|
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|
177 |
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|
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|
179 |
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|
180 |
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},
|
181 |
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|
182 |
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|
183 |
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|
184 |
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|
185 |
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|
186 |
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|
187 |
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|
188 |
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}
|
189 |
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},
|
190 |
+
"additional_special_tokens": [
|
191 |
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"<|im_start|>",
|
192 |
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"<|im_end|>",
|
193 |
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"<|object_ref_start|>",
|
194 |
+
"<|object_ref_end|>",
|
195 |
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"<|box_start|>",
|
196 |
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"<|box_end|>",
|
197 |
+
"<|quad_start|>",
|
198 |
+
"<|quad_end|>",
|
199 |
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"<|vision_start|>",
|
200 |
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"<|vision_end|>",
|
201 |
+
"<|vision_pad|>",
|
202 |
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"<|image_pad|>",
|
203 |
+
"<|video_pad|>"
|
204 |
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],
|
205 |
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"bos_token": null,
|
206 |
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|
207 |
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"eos_token": "<|endoftext|>",
|
208 |
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"errors": "replace",
|
209 |
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|
210 |
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|
211 |
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"padding_side": "left",
|
212 |
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|
213 |
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"tokenizer_class": "Qwen2Tokenizer",
|
214 |
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"unk_token": null
|
215 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:04b59ea9cd686d57d3cb14e78931ca83f36526898ed610ff139da41def5b5d73
|
3 |
+
size 5752
|
vocab.json
ADDED
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|
|