Kumar955/gemma-3-1b-tool-use_all_embeddings
Browse files- .gitattributes +1 -0
- README.md +58 -0
- adapter_config.json +42 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +13 -0
- chat_template.jinja +4 -0
- runs/Nov10_12-43-43_60cffcf9ab00/events.out.tfevents.1762778627.60cffcf9ab00.461.0 +3 -0
- special_tokens_map.json +105 -0
- tokenizer.json +3 -0
- tokenizer.model +3 -0
- tokenizer_config.json +0 -0
- training_args.bin +3 -0
.gitattributes
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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: google/gemma-3-1b-it
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library_name: transformers
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model_name: gemma-3-1b-tool-use
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tags:
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- generated_from_trainer
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- sft
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- trl
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licence: license
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---
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# Model Card for gemma-3-1b-tool-use
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This model is a fine-tuned version of [google/gemma-3-1b-it](https://huggingface.co/google/gemma-3-1b-it).
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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="Kumar955/gemma-3-1b-tool-use", 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/it356/huggingface/runs/s1jec5oh)
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.25.0
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- Transformers: 4.57.1
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- Pytorch: 2.8.0+cu126
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- Datasets: 4.0.0
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- Tokenizers: 0.22.1
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## Citations
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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 Gallou{\'e}dec},
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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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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "google/gemma-3-1b-it",
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"qalora_group_size": 16,
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"up_proj",
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"down_proj",
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"v_proj",
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"o_proj",
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"gate_proj",
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"q_proj",
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"k_proj"
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],
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c3b8157ea59b15b3c3c23df52a70fc6756d0ada76368bfc144a8b037a36e460
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size 2468253616
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added_tokens.json
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{
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"</final_answer>": 262154,
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"</instructions>": 262146,
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"</tool_call>": 262148,
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"</tool_result>": 262150,
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"</tools>": 262152,
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"<final_answer>": 262153,
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"<image_soft_token>": 262144,
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"<instructions>": 262145,
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"<tool_call>": 262147,
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"<tool_result>": 262149,
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"<tools>": 262151
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}
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chat_template.jinja
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{% if messages[0]['role'] == 'system' %}<system>{{ messages[0]['content'] }}</system>
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{% set loop_messages = messages[1:] %}{% else %}{% set loop_messages = messages %}{% endif %}{% for message in loop_messages %}{% if message['role'] == 'user' %}<user>{{ message['content'] }}</user>
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{% endif %}{% if message['role'] == 'assistant' %}<assistant>{{ message['content'] }}</assistant>
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{% endif %}{% endfor %}
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runs/Nov10_12-43-43_60cffcf9ab00/events.out.tfevents.1762778627.60cffcf9ab00.461.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a0f9a59bca6f74014b1da01b57e12880d278c163c678db117316882f41479081
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size 14152
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special_tokens_map.json
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{
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"additional_special_tokens": [
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{
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"content": "<instructions>",
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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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"content": "</instructions>",
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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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"content": "<tool_call>",
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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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"content": "</tool_call>",
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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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"content": "<tool_result>",
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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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"content": "</tool_result>",
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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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"content": "<tools>",
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| 47 |
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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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"content": "</tools>",
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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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"content": "<final_answer>",
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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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"content": "</final_answer>",
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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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"boi_token": "<start_of_image>",
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| 75 |
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"bos_token": {
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"content": "<bos>",
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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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"eoi_token": "<end_of_image>",
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"eos_token": {
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"content": "<eos>",
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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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"image_token": "<image_soft_token>",
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"pad_token": {
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"content": "<pad>",
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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": "<unk>",
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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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version https://git-lfs.github.com/spec/v1
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oid sha256:5ea94fd44dd1875702d609a8b5caf7ff246800b94797c669ff10608cd2d690ed
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size 33386461
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:1299c11d7cf632ef3b4e11937501358ada021bbdf7c47638d13c0ee982f2e79c
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size 4689074
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tokenizer_config.json
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:e473840c86c14b1d3a137d5a6a563869fbcbfbf4cef0c15b1afcebb95d1f4a3f
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size 6289
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