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# bobig/DeepScaleR-1.5B-6.5bit
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This works as a draft model for speculative decoding in [LMstudio 3.10 beta](https://lmstudio.ai/docs/advanced/speculative-decoding)
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Try it with: [mlx-community/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-4.5bit](https://huggingface.co/mlx-community/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-4.5bit)
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you should see 30% faster TPS for math/code prompts even with "thinking"
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The Model [bobig/DeepScaleR-1.5B-6.5bit](https://huggingface.co/bobig/DeepScaleR-1.5B-6.5bit) was
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converted to MLX format from [agentica-org/DeepScaleR-1.5B-Preview](https://huggingface.co/agentica-org/DeepScaleR-1.5B-Preview)
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# bobig/DeepScaleR-1.5B-6.5bit
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This works well as a draft model for speculative decoding in [LMstudio 3.10 beta](https://lmstudio.ai/docs/advanced/speculative-decoding)
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Try it with: [mlx-community/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-4.5bit](https://huggingface.co/mlx-community/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-4.5bit)
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you should see 30% faster TPS for math/code prompts even with "thinking" slowing down the Specultive Decoding
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The Model [bobig/DeepScaleR-1.5B-6.5bit](https://huggingface.co/bobig/DeepScaleR-1.5B-6.5bit) was
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converted to MLX format from [agentica-org/DeepScaleR-1.5B-Preview](https://huggingface.co/agentica-org/DeepScaleR-1.5B-Preview)
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