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FastContext-1.0-4B-SFT mxfp8 (MLX) + SWE-bench Lite localization card

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@@ -16,6 +16,7 @@ MXFP8 block-float 8-bit quantization (MLX). Converted from [`microsoft/FastConte
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  FastContext is a repository-exploration **subagent** (Qwen3-4B backbone): given a query it explores a codebase with read-only `Read`/`Glob`/`Grep` tools and returns a `<final_answer>` of `file:line` citations. Designed to feed a larger coding agent (e.g. Mini-SWE-Agent).
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  - **Disk size**: 3967 MB
 
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  ## SWE-bench Lite localization
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  FastContext is a repository-exploration **subagent** (Qwen3-4B backbone): given a query it explores a codebase with read-only `Read`/`Glob`/`Grep` tools and returns a `<final_answer>` of `file:line` citations. Designed to feed a larger coding agent (e.g. Mini-SWE-Agent).
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  - **Disk size**: 3967 MB
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+ - **Decode speed (Apple M5 Pro, cooled)**: 58.43 tok/s (1.7脳 fp16) 路 prefill 311.73 tok/s 路 peak 4.326 GB
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  ## SWE-bench Lite localization
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