sft training complete
Browse files- .gitattributes +1 -0
- README.md +59 -0
- added_tokens.json +3 -0
- chat_template.jinja +55 -0
- config.json +36 -0
- generation_config.json +14 -0
- model.safetensors +3 -0
- runs/Jun17_03-47-33_3401a554d1f4/events.out.tfevents.1750132068.3401a554d1f4.1708.0 +3 -0
- special_tokens_map.json +33 -0
- tokenizer.json +3 -0
- tokenizer.model +3 -0
- tokenizer_config.json +0 -0
- training_args.bin +3 -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: unsloth/gemma-3-1b-it
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library_name: transformers
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model_name: gemma-3-1b-it-thinking-base
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tags:
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- generated_from_trainer
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- unsloth
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- trl
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- sft
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licence: license
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---
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# Model Card for gemma-3-1b-it-thinking-base
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This model is a fine-tuned version of [unsloth/gemma-3-1b-it](https://huggingface.co/unsloth/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="fyuuki0jp/gemma-3-1b-it-thinking-base", 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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This model was trained with SFT.
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### Framework versions
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- TRL: 0.18.2
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- Transformers: 4.52.4
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- Pytorch: 2.7.0
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- Datasets: 3.6.0
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- Tokenizers: 0.21.1
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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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added_tokens.json
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{
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"<image_soft_token>": 262144
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}
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chat_template.jinja
ADDED
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{{ bos_token }}
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{%- if messages[0]['role'] == 'system' -%}
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{%- if messages[0]['content'] is string -%}
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{%- set first_user_prefix = messages[0]['content'] + '
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' -%}
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{%- else -%}
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{%- set first_user_prefix = messages[0]['content'][0]['text'] + '
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' -%}
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{%- endif -%}
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{%- set loop_messages = messages[1:] -%}
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{%- else -%}
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{%- set first_user_prefix = "" -%}
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{%- set loop_messages = messages -%}
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{%- endif -%}
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{%- for message in loop_messages -%}
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{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
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{{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
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{%- endif -%}
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{%- if (message['role'] == 'assistant') -%}
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{%- set role = "model" -%}
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{%- else -%}
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{%- set role = message['role'] -%}
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{%- endif -%}
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{{ '<start_of_turn>' + role + '
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' + (first_user_prefix if loop.first else "") }}
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{%- if message['content'] is string -%}
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{{ message['content'] | trim }}
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{%- elif message['content'] is iterable -%}
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{%- for item in message['content'] -%}
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{%- if item['type'] == 'image' -%}
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{{ '<start_of_image>' }}
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{%- elif item['type'] == 'text' -%}
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{{ item['text'] | trim }}
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{%- endif -%}
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{%- endfor -%}
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{%- else -%}
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{{ raise_exception("Invalid content type") }}
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{%- endif -%}
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{{ '<end_of_turn>
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' }}
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{%- endfor -%}
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{%- if add_generation_prompt==True and thinking==True-%}
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{{'<start_of_turn>model
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<think>
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'}}
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{%- elif add_generation_prompt==True and thinking==False-%}
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{{'<start_of_turn>model
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</think>
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'}}
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{%- elif add_generation_prompt==True-%}
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{{'<start_of_turn>model
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'}}
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{%- endif -%}
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config.json
ADDED
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{
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"architectures": [
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"Gemma3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"attn_logit_softcapping": 50.0,
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"bos_token_id": 2,
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"cache_implementation": "hybrid",
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"eos_token_id": 106,
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"final_logit_softcapping": 30.0,
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"head_dim": 256,
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"hidden_activation": "gelu_pytorch_tanh",
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"hidden_size": 1152,
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"initializer_range": 0.02,
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"intermediate_size": 6912,
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"max_position_embeddings": 32768,
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"model_type": "gemma3_text",
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"num_attention_heads": 4,
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"num_hidden_layers": 26,
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"num_key_value_heads": 1,
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"pad_token_id": 0,
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"query_pre_attn_scalar": 256,
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"rms_norm_eps": 1e-06,
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"rope_local_base_freq": 10000,
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"rope_scaling": null,
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"rope_theta": 1000000,
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"sliding_window": 512,
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"sliding_window_pattern": 6,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.52.4",
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"unsloth_fixed": true,
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"unsloth_version": "2025.6.2",
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"use_cache": false,
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"vocab_size": 262144
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}
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generation_config.json
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{
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"bos_token_id": 2,
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"cache_implementation": "hybrid",
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"do_sample": true,
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"eos_token_id": [
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1,
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106
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],
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"max_length": 32768,
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"pad_token_id": 0,
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"top_k": 64,
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"top_p": 0.95,
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"transformers_version": "4.52.4"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:09eb95f02428be341073855774fe5bd7b5e387fdd9132abc1098486c9c7d3f5b
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size 1999811208
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runs/Jun17_03-47-33_3401a554d1f4/events.out.tfevents.1750132068.3401a554d1f4.1708.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:b8e73ca42d09feba28ee6ed89bbba6f39f1863babc129c173267cf33f1b35dc1
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size 263074
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<image_soft_token>"
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],
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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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"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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"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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size 33446936
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:73bc606c974872ea957b4308e982064b1791d75f69fe5dd8539b1cf210c6d115
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size 4720257
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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:d0d5d2a09c5e64fbf5184e93406a73cd61998b7b68c32769afb0dfbea6128372
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size 6161
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