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Add Triton INT4 dense kernels with dequant prefill path for Qwen3.5 MoE #617

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Add Triton INT4 dense kernels with dequant prefill path for Qwen3.5 MoE

Add Triton INT4 dense kernels with dequant prefill path for Qwen3.5 MoE #617

Run time

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Job Run time
test-mlx-voxtral / test-mlx-voxtral
36m 43s
test-mlx-parakeet / test-mlx-parakeet
32m 4s
test-mlx-voxtral-realtime / test-mlx-voxtral-realtime
38m 13s
test-mlx-qwen35-moe / test-mlx-qwen35-moe
8m 59s
test-mlx-whisper / test-mlx-whisper
9m 8s
test-mlx / test-mlx
12m 18s
test-mlx-stories110m / test-mlx-stories110m
33m 16s
backend-tester (models) / test-mlx-backend-models
12m 2s
backend-tester (operators) / test-mlx-backend-operators
10m 42s
test-mlx-llm (unsloth/gemma-3-1b-it, gemma3-1b, true, nvfp4) / test-mlx-llm-gemma3-1b-custom-nvfp4
10m 54s
test-mlx-llm (unsloth/gemma-3-1b-it, gemma3-1b, false, nvfp4) / test-mlx-llm-gemma3-1b-nvfp4
10m 40s
test-mlx-llm (unsloth/gemma-3-1b-it, gemma3-1b, true, 4w) / test-mlx-llm-gemma3-1b-custom-4w
10m 53s
test-mlx-llm (unsloth/Llama-3.2-1B-Instruct, llama-1b, true, nvfp4) / test-mlx-llm-llama-1b-custom-nvfp4
10m 31s
test-mlx-llm (unsloth/Qwen3-0.6B, qwen3-0.6b, true, 4w) / test-mlx-llm-qwen3-0.6b-custom-4w
10m 16s
test-mlx-llm (unsloth/Qwen3-0.6B, qwen3-0.6b, false, 4w) / test-mlx-llm-qwen3-0.6b-4w
10m 14s
test-mlx-llm (unsloth/Qwen3-0.6B, qwen3-0.6b, false, nvfp4) / test-mlx-llm-qwen3-0.6b-nvfp4
10m 16s
test-mlx-llm (unsloth/gemma-3-1b-it, gemma3-1b, false, 4w) / test-mlx-llm-gemma3-1b-4w
11m 9s
test-mlx-llm (unsloth/Qwen3-0.6B, qwen3-0.6b, true, nvfp4) / test-mlx-llm-qwen3-0.6b-custom-nvfp4
9m 53s
test-mlx-llm (unsloth/Llama-3.2-1B-Instruct, llama-1b, false, nvfp4) / test-mlx-llm-llama-1b-nvfp4
10m 12s
test-mlx-llm (unsloth/Llama-3.2-1B-Instruct, llama-1b, false, 4w) / test-mlx-llm-llama-1b-4w
10m 32s
test-mlx-llm (unsloth/Llama-3.2-1B-Instruct, llama-1b, true, 4w) / test-mlx-llm-llama-1b-custom-4w
10m 23s
5h 19m 18s