Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +64 -3
- chat_template.jinja +49 -0
- config.json +208 -0
- generation_config.json +13 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
- model.safetensors.index.json +0 -0
- preprocessor_config.json +51 -0
- processor_config.json +5 -0
- special_tokens_map.json +36 -0
- tokenizer.json +3 -0
- tokenizer.model +3 -0
- tokenizer_config.json +0 -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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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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-
---
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---
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base_model: google/gemma-3n-E2B-it
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language:
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- en
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pipeline_tag: image-text-to-text
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library_name: transformers
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license: gemma
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tags:
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- gemma3
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- unsloth
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- transformers
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- gemma
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- google
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---
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<div>
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<p style="margin-bottom: 0; margin-top: 0;">
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<strong>Learn how to run & fine-tune Gemma 3n correctly - <a href="https://docs.unsloth.ai/basics/gemma-3n">Read our Guide</a>.</strong>
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</p>
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<p style="margin-bottom: 0;">
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<em>See <a href="https://huggingface.co/collections/unsloth/gemma-3n-685d3874830e49e1c93f9339">our collection</a> for all versions of Gemma 3n including GGUF, 4-bit & 16-bit formats.</em>
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</p>
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<p style="margin-top: 0;margin-bottom: 0;">
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<em><a href="https://docs.unsloth.ai/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0</a> achieves SOTA accuracy & performance versus other quants.</em>
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</p>
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<div style="display: flex; gap: 5px; align-items: center; ">
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<a href="https://github.com/unslothai/unsloth/">
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<img src="https://github.com/unslothai/unsloth/raw/main/images/unsloth%20new%20logo.png" width="133">
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</a>
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<a href="https://discord.gg/unsloth">
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<img src="https://github.com/unslothai/unsloth/raw/main/images/Discord%20button.png" width="173">
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</a>
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<a href="https://docs.unsloth.ai/basics/gemma-3n">
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<img src="https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/images/documentation%20green%20button.png" width="143">
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</a>
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</div>
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<h1 style="margin-top:0; margin-bottom: 0;">✨ Gemma 3n Usage Guidelines</h1>
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</div>
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- Currently **only text** is supported.
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- Ollama: `ollama run hf.co/unsloth/gemma-3n-E4B-it:Q4_K_XL` - auto-sets correct chat template and settings
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- Set temperature = 1.0, top_k = 64, top_p = 0.95, min_p = 0.0
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- Gemma 3n max tokens (context length): 32K. Gemma 3n chat template:
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```
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<bos><start_of_turn>user\nHello!<end_of_turn>\n<start_of_turn>model\nHey there!<end_of_turn>\n<start_of_turn>user\nWhat is 1+1?<end_of_turn>\n<start_of_turn>model\n
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```
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- For complete detailed instructions, see our [step-by-step guide](https://docs.unsloth.ai/basics/gemma-3n).
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# 🦥 Fine-tune Gemma 3n with Unsloth
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- Fine-tune Gemma 3n (4B) for free using our Google [Colab notebook here](https://docs.unsloth.ai/get-started/unsloth-notebooks)!
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- Read our Blog about Gemma 3n support: [unsloth.ai/blog/gemma-3n](https://unsloth.ai/blog/gemma-3n)
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- View the rest of our notebooks in our [docs here](https://docs.unsloth.ai/get-started/unsloth-notebooks).
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| Unsloth supports | Free Notebooks | Performance | Memory use |
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|-----------------|--------------------------------------------------------------------------------------------------------------------------|-------------|----------|
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| **Gemma-3n-E4B** | [▶️ Start on Colab](https://docs.unsloth.ai/get-started/unsloth-notebooks) | 2x faster | 80% less |
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| **GRPO with Gemma 3 (1B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(1B)-GRPO.ipynb) | 2x faster | 80% less |
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| **Gemma 3 (4B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Gemma3_(4B).ipynb) | 2x faster | 60% less |
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| **Qwen3 (14B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Qwen3_(14B)-Reasoning-Conversational.ipynb) | 2x faster | 60% less |
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| **DeepSeek-R1-0528-Qwen3-8B (14B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/DeepSeek_R1_0528_Qwen3_(8B)_GRPO.ipynb) | 2x faster | 80% less |
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| **Llama-3.2 (3B)** | [▶️ Start on Colab](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3.2_(1B_and_3B)-Conversational.ipynb) | 2.4x faster | 58% less |
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<br>
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# Gemma-3n-E4B model card
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chat_template.jinja
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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'] == 'audio' -%}
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{{ '<audio_soft_token>' }}
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{%- elif item['type'] == 'image' -%}
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{{ '<image_soft_token>' }}
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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 -%}
|
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{{'<start_of_turn>model
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'}}
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{%- endif -%}
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config.json
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{
|
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"architectures": [
|
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"Gemma3nForConditionalGeneration"
|
4 |
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],
|
5 |
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"audio_config": {
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6 |
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"conf_attention_chunk_size": 12,
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"conf_attention_context_left": 13,
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"conf_attention_logit_cap": 50.0,
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"conf_conv_kernel_size": 5,
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"conf_num_attention_heads": 8,
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"conf_reduction_factor": 4,
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"model_type": "gemma3n_audio",
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"sscp_conv_channel_size": [
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128,
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],
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"sscp_conv_kernel_size": [
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[
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],
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[
|
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3,
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3
|
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]
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34 |
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],
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"sscp_conv_stride_size": [
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[
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],
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[
|
41 |
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2,
|
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2
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]
|
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],
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"torch_dtype": "bfloat16",
|
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"vocab_offset": 262272,
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},
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"text_config": {
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],
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"laurel_rank": 64,
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preprocessor_config.json
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|
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processor_config.json
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|
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special_tokens_map.json
ADDED
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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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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