Qwen3-Coder-30B-A3B-Instruct_MXFP4

This checkpoint is a variant of Qwen3-Coder-30B-A3B-Instruct, where expert weights have been quantized to MXFP4 format similarly to gpt-oss-20b and gpt-oss-120b.

For quantizing weights we used the function downcast_to_mxfp from triton-kernels.

The checkpoint might come with a small drop in accuracy, but has ~68% size reduction compared to the original BF16 checkpoint.

Accuracy Comparison

Model GSM8K (strict-match) GSM8K (flexible-extract)
Qwen3-Coder-30B-A3B-Instruct (BF16) 90.67% ± 0.80% 89.92% ± 0.83%
Qwen3-Coder-30B-A3B-Instruct_MXFP4 89.76% ± 0.83% 88.70% ± 0.87%

Checkpoint Size

Model Size Reduction
Qwen3-Coder-30B-A3B-Instruct (BF16) 57 GB -
Qwen3-Coder-30B-A3B-Instruct_MXFP4 18 GB 68% smaller
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BF16
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U8
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