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Model: KeeganCarey/gemma-3-1b-it-amr_thinking Source: Original Platform
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README.md
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README.md
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---
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license: gemma
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tags:
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- gemma
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- gemma3
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- tunix
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- grpo
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- reasoning
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- thinking
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library_name: transformers
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language:
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- en
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base_model:
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- chimbiwide/gemma-3-1b-it-thinking-32k-sft-base
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---
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# GemmaThink-32k (GRPO Trained)
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This model was trained using GRPO (Group Relative Policy Optimization) to generate structured reasoning traces.
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## Training Details
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- **Base Model**: chimbiwide/gemma-3-1b-it-thinking-32k-sft-base
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- **Training Method**: SFT + GRPO
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- **LoRA Rank**: 32
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- **LoRA Alpha**: 64.0
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- **Framework**: Tunix (JAX)
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- **Hardware**: v6e-1 TPU in Colab
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## Output Format
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```
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<reasoning>step-by-step thinking process</reasoning>
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<answer>final answer</answer>
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```
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## Quicklinks:
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- ***[SFT Base Model](https://huggingface.co/chimbiwide/gemma-3-1b-it-thinking-32k-sft-base)***
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- ***[SFT Base Model Q8 GGUF](https://huggingface.co/chimbiwide/gemma-3-1b-it-thinking-32k-sft-base-Q8_0-GGUF)***
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- ***[GRPO Full Model](https://huggingface.co/chimbiwide/gemma-3-1b-it-thinking-32k-grpo-merged)*** <-- You're here
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- ***[Q8-GGUF](https://huggingface.co/chimbiwide/gemma-3-1b-it-thinking-32k-grpo-merged-Q8_0-GGUF)***
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- ***[Article](https://huggingface.co/blog/chimbiwide/gemma3think)***
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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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config.json
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config.json
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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": null,
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"bos_token_id": 2,
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"cache_implementation": "hybrid",
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"eos_token_id": [
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],
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"final_logit_softcapping": null,
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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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"torch_dtype": "bfloat16",
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"transformers_version": "4.50.0.dev0",
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"use_cache": true,
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"vocab_size": 262144
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}
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generation_config.json
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generation_config.json
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{
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}
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model.safetensors
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
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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 33384568
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tokenizer.model
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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size 4689074
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tokenizer_config.json
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tokenizer_config.json
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