Model
| File | Size | Download |
|---|---|---|
| .gitattributes | 5.9 KB | Download |
| BF16/DFlash2-FP8/SHA256SUMS | 242 B | Download |
| BF16/DFlash2-FP8/config.json | 2.6 KB | Download |
| BF16/DFlash2-FP8/manifest.json | 1.8 KB | Download |
| BF16/DFlash2-FP8/model.safetensors | 2.2 GB | Download |
| BF16/SHA256SUMS | 990 B | Download |
| BF16/chat_template.jinja | 8.7 KB | Download |
| BF16/config.json | 3.7 KB | Download |
| BF16/generation_config.json | 214 B | Download |
| BF16/model-00001-of-00002.safetensors | 46 GB | Download |
| BF16/model-00002-of-00002.safetensors | 4.6 GB | Download |
| BF16/model.safetensors.index.json | 109 KB | Download |
| BF16/mtp-bf16.safetensors | 810 MB | Download |
| BF16/preprocessor_config.json | 390 B | Download |
| BF16/tokenizer.json | 19 MB | Download |
| BF16/tokenizer_config.json | 1.0 KB | Download |
| BF16/video_preprocessor_config.json | 385 B | Download |
| FP8/DFlash2-FP8/SHA256SUMS | 242 B | Download |
| FP8/DFlash2-FP8/config.json | 2.6 KB | Download |
| FP8/DFlash2-FP8/manifest.json | 1.8 KB | Download |
| FP8/DFlash2-FP8/model.safetensors | 2.2 GB | Download |
| FP8/SHA256SUMS | 1.5 KB | Download |
| FP8/chat_template.jinja | 8.7 KB | Download |
| FP8/config.json | 17 KB | Download |
| FP8/generation_config.json | 214 B | Download |
| FP8/model.safetensors.index.json | 133 KB | Download |
| FP8/mtp-bf16.safetensors | 810 MB | Download |
| FP8/preprocessor_config.json | 390 B | Download |
| FP8/text-01.safetensors | 2.4 GB | Download |
| FP8/text-02.safetensors | 3.7 GB | Download |
| FP8/text-03.safetensors | 3.7 GB | Download |
| FP8/text-04.safetensors | 3.7 GB | Download |
| FP8/text-05.safetensors | 3.7 GB | Download |
| FP8/text-06.safetensors | 3.7 GB | Download |
| FP8/text-07.safetensors | 3.7 GB | Download |
| FP8/text-08.safetensors | 2.9 GB | Download |
| FP8/tokenizer.json | 19 MB | Download |
| FP8/tokenizer_config.json | 1.0 KB | Download |
| FP8/video_preprocessor_config.json | 385 B | Download |
| FP8/vision-bf16.safetensors | 879 MB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q2LynnStyle-Q4MTP.ninfer | 13 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q2LynnStyle-Q8MTP.ninfer | 13 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q3LynnStyle-Q4MTP.ninfer | 16 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q3LynnStyle-Q8MTP.ninfer | 17 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q4LynnStyle-Q4MTP.ninfer | 19 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q4LynnStyle-Q8MTP.ninfer | 19 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q6_K-MTP.ninfer | 22 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-EfficientThink-Q8_0-MTP.ninfer | 27 GB | Download |
| GGUF-NInfer/Qwen3.8-27B-Coder390-Q3LynnStyle16G-MTP.ninfer | 13 GB | Download |
| GGUF-NInfer/SHA256SUMS | 1.2 KB | Download |
| GGUF-NInfer/vision-bf16.safetensors | 879 MB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q2LynnStyle-MTP.gguf | 12 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q2LynnStyle-Q8MTP.gguf | 13 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q3LynnStyle-MTP.gguf | 16 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q3LynnStyle-Q8MTP.gguf | 16 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q4LynnStyle-MTP.gguf | 18 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q4LynnStyle-Q8MTP.gguf | 18 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q6_K-MTP.gguf | 22 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-EfficientThink-Q8_0-MTP.gguf | 27 GB | Download |
| GGUF/Qwen3.8-27B-Coder390-Q3LynnStyle16G-MTP.gguf | 12 GB | Download |
| GGUF/SHA256SUMS | 1.3 KB | Download |
| GGUF/mmproj-Qwen3.8-27B-Q8_0.gguf | 600 MB | Download |
| GGUF/mtp-Qwen3.8-27B-Coder390-EfficientThink-Q8_0.gguf | 2.9 GB | Download |
| INT4/W4A16/SHA256SUMS | 1.1 KB | Download |
| INT4/W4A16/VLLM_LOAD.json | 510 B | Download |
| INT4/W4A16/chat_template.jinja | 8.7 KB | Download |
| INT4/W4A16/config.json | 5.0 KB | Download |
| INT4/W4A16/generation_config.json | 214 B | Download |
| INT4/W4A16/model.safetensors | 16 GB | Download |
| INT4/W4A16/model.safetensors.index.json | 185 KB | Download |
| INT4/W4A16/model_mtp.safetensors | 810 MB | Download |
| INT4/W4A16/model_visual.safetensors | 879 MB | Download |
| INT4/W4A16/preprocessor_config.json | 390 B | Download |
| INT4/W4A16/recipe.yaml | 359 B | Download |
| INT4/W4A16/tokenizer.json | 19 MB | Download |
| INT4/W4A16/tokenizer_config.json | 1.0 KB | Download |
| INT4/W4A16/video_preprocessor_config.json | 385 B | Download |
| INT8/W8A16/MTP-BF16/SHA256SUMS | 165 B | Download |
| INT8/W8A16/MTP-BF16/config.json | 2.6 KB | Download |
| INT8/W8A16/MTP-BF16/mtp-bf16.safetensors | 810 MB | Download |
| INT8/W8A16/SHA256SUMS | 1.2 KB | Download |
| INT8/W8A16/VLLM_LOAD.json | 619 B | Download |
| INT8/W8A16/chat_template.jinja | 8.7 KB | Download |
| INT8/W8A16/config.json | 5.0 KB | Download |
| INT8/W8A16/generation_config.json | 214 B | Download |
| INT8/W8A16/model-00001-of-00002.safetensors | 19 GB | Download |
| INT8/W8A16/model-00002-of-00002.safetensors | 8.8 GB | Download |
| INT8/W8A16/model.safetensors.index.json | 211 KB | Download |
| INT8/W8A16/model_visual.safetensors | 879 MB | Download |
| INT8/W8A16/preprocessor_config.json | 390 B | Download |
| INT8/W8A16/recipe.yaml | 969 B | Download |
| INT8/W8A16/tokenizer.json | 19 MB | Download |
| INT8/W8A16/tokenizer_config.json | 1.0 KB | Download |
| INT8/W8A16/video_preprocessor_config.json | 385 B | Download |
| INT8/W8A8/MTP-BF16/SHA256SUMS | 165 B | Download |
| INT8/W8A8/MTP-BF16/config.json | 2.6 KB | Download |
| INT8/W8A8/MTP-BF16/mtp-bf16.safetensors | 810 MB | Download |
| INT8/W8A8/SHA256SUMS | 1.7 KB | Download |
| INT8/W8A8/VLLM_LOAD.json | 329 B | Download |
| INT8/W8A8/chat_template.jinja | 8.7 KB | Download |
| INT8/W8A8/config.json | 25 KB | Download |
| INT8/W8A8/generation_config.json | 214 B | Download |
| INT8/W8A8/model-00001-of-00008.safetensors | 3.7 GB | Download |
| INT8/W8A8/model-00002-of-00008.safetensors | 3.7 GB | Download |
| INT8/W8A8/model-00003-of-00008.safetensors | 3.7 GB | Download |
| INT8/W8A8/model-00004-of-00008.safetensors | 3.7 GB | Download |
| INT8/W8A8/model-00005-of-00008.safetensors | 3.7 GB | Download |
| INT8/W8A8/model-00006-of-00008.safetensors | 3.7 GB | Download |
| INT8/W8A8/model-00007-of-00008.safetensors | 2.9 GB | Download |
| INT8/W8A8/model-00008-of-00008.safetensors | 2.4 GB | Download |
| INT8/W8A8/model.safetensors.index.json | 146 KB | Download |
| INT8/W8A8/model_visual.safetensors | 879 MB | Download |
| INT8/W8A8/preprocessor_config.json | 390 B | Download |
| INT8/W8A8/tokenizer.json | 19 MB | Download |
| INT8/W8A8/tokenizer_config.json | 1.0 KB | Download |
| INT8/W8A8/video_preprocessor_config.json | 385 B | Download |
| NVFP4-NInfer/W4A4-W8A8/Qwen3.8-27B-Coder390-EfficientThink-W4A4-W8A8-MTP-DFlash2.ninfer | 22 GB | Download |
| NVFP4-NInfer/W4A4-W8A8/Qwen3.8-27B-Coder390-W4A4-W8A8-MTP-DFlash2-NInferV2-NOT-FOR-V3.ninfer | 22 GB | Download |
| NVFP4-NInfer/W4A4-W8A8/Qwen3.8-27B-Coder390-W4A4-W8A8-NInferV2-NOT-FOR-V3.ninfer | 19 GB | Download |
| NVFP4-NInfer/W4A4-W8A8/SHA256SUMS | 606 B | Download |
| NVFP4-NInfer/W4A4-W8A8/vision-bf16.safetensors | 879 MB | Download |
| NVFP4-NInfer/W4A4/Qwen3.8-27B-Coder390-EfficientThink-W4A4-MTP-DFlash2.ninfer | 22 GB | Download |
| NVFP4-NInfer/W4A4/Qwen3.8-27B-Coder390-W4A4-MTP-DFlash2-NInferV2-NOT-FOR-V3.ninfer | 22 GB | Download |
| NVFP4-NInfer/W4A4/Qwen3.8-27B-Coder390-W4A4-NInferV2-NOT-FOR-V3.ninfer | 19 GB | Download |
| NVFP4-NInfer/W4A4/SHA256SUMS | 591 B | Download |
| NVFP4-NInfer/W4A4/vision-bf16.safetensors | 879 MB | Download |
| NVFP4/W4A16/DFlash2-FP8/SHA256SUMS | 242 B | Download |
| NVFP4/W4A16/DFlash2-FP8/config.json | 2.6 KB | Download |
| NVFP4/W4A16/DFlash2-FP8/manifest.json | 1.8 KB | Download |
| NVFP4/W4A16/DFlash2-FP8/model.safetensors | 2.2 GB | Download |
| NVFP4/W4A16/SHA256SUMS | 1.4 KB | Download |
| NVFP4/W4A16/chat_template.jinja | 8.7 KB | Download |
| NVFP4/W4A16/config.json | 68 KB | Download |
| NVFP4/W4A16/generation_config.json | 214 B | Download |
| NVFP4/W4A16/hf_quant_config.json | 64 KB | Download |
| NVFP4/W4A16/model.safetensors.index.json | 168 KB | Download |
| NVFP4/W4A16/mtp-bf16.safetensors | 810 MB | Download |
| NVFP4/W4A16/preprocessor_config.json | 390 B | Download |
| NVFP4/W4A16/text-01.safetensors | 3.7 GB | Download |
| NVFP4/W4A16/text-02.safetensors | 3.7 GB | Download |
| NVFP4/W4A16/text-03.safetensors | 3.7 GB | Download |
| NVFP4/W4A16/text-04.safetensors | 3.7 GB | Download |
| NVFP4/W4A16/text-05.safetensors | 2.7 GB | Download |
| NVFP4/W4A16/tokenizer.json | 19 MB | Download |
| NVFP4/W4A16/tokenizer_config.json | 1.0 KB | Download |
| NVFP4/W4A16/video_preprocessor_config.json | 385 B | Download |
| NVFP4/W4A16/vision-bf16.safetensors | 879 MB | Download |
| NVFP4/W4A4-W8A8/DFlash2-FP8/SHA256SUMS | 242 B | Download |
| NVFP4/W4A4-W8A8/DFlash2-FP8/config.json | 2.6 KB | Download |
| NVFP4/W4A4-W8A8/DFlash2-FP8/manifest.json | 1.8 KB | Download |
| NVFP4/W4A4-W8A8/DFlash2-FP8/model.safetensors | 2.2 GB | Download |
| NVFP4/W4A4-W8A8/SHA256SUMS | 1.5 KB | Download |
| NVFP4/W4A4-W8A8/chat_template.jinja | 8.7 KB | Download |
| NVFP4/W4A4-W8A8/config.json | 70 KB | Download |
| NVFP4/W4A4-W8A8/generation_config.json | 214 B | Download |
| NVFP4/W4A4-W8A8/hf_quant_config.json | 43 KB | Download |
| NVFP4/W4A4-W8A8/model.safetensors.index.json | 183 KB | Download |
| NVFP4/W4A4-W8A8/mtp-bf16.safetensors | 810 MB | Download |
| NVFP4/W4A4-W8A8/preprocessor_config.json | 390 B | Download |
| NVFP4/W4A4-W8A8/text-01.safetensors | 3.7 GB | Download |
| NVFP4/W4A4-W8A8/text-02.safetensors | 3.7 GB | Download |
| NVFP4/W4A4-W8A8/text-03.safetensors | 3.7 GB | Download |
| NVFP4/W4A4-W8A8/text-04.safetensors | 3.7 GB | Download |
| NVFP4/W4A4-W8A8/text-05.safetensors | 3.3 GB | Download |
| NVFP4/W4A4-W8A8/text-06.safetensors | 2.4 GB | Download |
| NVFP4/W4A4-W8A8/tokenizer.json | 19 MB | Download |
| NVFP4/W4A4-W8A8/tokenizer_config.json | 1.0 KB | Download |
| NVFP4/W4A4-W8A8/video_preprocessor_config.json | 385 B | Download |
| NVFP4/W4A4-W8A8/vision-bf16.safetensors | 879 MB | Download |
| NVFP4/W4A4/DFlash2-FP8/SHA256SUMS | 242 B | Download |
| NVFP4/W4A4/DFlash2-FP8/config.json | 2.6 KB | Download |
| NVFP4/W4A4/DFlash2-FP8/manifest.json | 1.8 KB | Download |
| NVFP4/W4A4/DFlash2-FP8/model.safetensors | 2.2 GB | Download |
| NVFP4/W4A4/SHA256SUMS | 1.4 KB | Download |
| NVFP4/W4A4/chat_template.jinja | 8.7 KB | Download |
| NVFP4/W4A4/config.json | 18 KB | Download |
| NVFP4/W4A4/generation_config.json | 214 B | Download |
| NVFP4/W4A4/hf_quant_config.json | 14 KB | Download |
| NVFP4/W4A4/model.safetensors.index.json | 203 KB | Download |
| NVFP4/W4A4/mtp-bf16.safetensors | 810 MB | Download |
| NVFP4/W4A4/preprocessor_config.json | 390 B | Download |
| NVFP4/W4A4/text-01.safetensors | 3.7 GB | Download |
| NVFP4/W4A4/text-02.safetensors | 3.7 GB | Download |
| NVFP4/W4A4/text-03.safetensors | 3.7 GB | Download |
| NVFP4/W4A4/text-04.safetensors | 3.7 GB | Download |
| NVFP4/W4A4/text-05.safetensors | 2.7 GB | Download |
| NVFP4/W4A4/tokenizer.json | 19 MB | Download |
| NVFP4/W4A4/tokenizer_config.json | 1.0 KB | Download |
| NVFP4/W4A4/video_preprocessor_config.json | 385 B | Download |
| NVFP4/W4A4/vision-bf16.safetensors | 879 MB | Download |
| README.md | 276 KB | Download |
| assets/coder390-gguf-en.png | 92 KB | Download |
| assets/coder390-gguf-zh.png | 92 KB | Download |
| assets/coder390-nvfp4-int8-ninfer-en.png | 261 KB | Download |
| assets/coder390-nvfp4-int8-ninfer-zh.png | 262 KB | Download |
| assets/header-fp8-vs-base-en.png | 724 KB | Download |
| assets/header-fp8-vs-base-zh.png | 687 KB | Download |
| evaluation/BENCH_NVFP4_MIXED.json | 3.9 KB | Download |
| evaluation/BENCH_NVFP4_W4A16.json | 3.9 KB | Download |
| evaluation/BENCH_NVFP4_W4A4.json | 3.8 KB | Download |
| evaluation/BENCH_STATICFP8.json | 6.4 KB | Download |
| evaluation/BENCH_STATICFP8.md | 1.4 KB | Download |
| evaluation/NVFP4_CALIBRATION_METHOD.md | 3.6 KB | Download |
| evaluation/NVFP4_MIXED_gpqa.results.summary.json | 1.1 KB | Download |
| evaluation/NVFP4_MIXED_lcb.results.summary.json | 2.6 KB | Download |
| evaluation/NVFP4_MIXED_mmlu.results.summary.json | 4.0 KB | Download |
| evaluation/NVFP4_W4A16_gpqa.results.summary.json | 1.2 KB | Download |
| evaluation/NVFP4_W4A16_lcb.results.summary.json | 2.6 KB | Download |
| evaluation/NVFP4_W4A16_mmlu.results.summary.json | 4.0 KB | Download |
| evaluation/NVFP4_W4A4_gpqa.results.summary.json | 1.2 KB | Download |
| evaluation/NVFP4_W4A4_lcb.results.summary.json | 2.6 KB | Download |
| evaluation/NVFP4_W4A4_mmlu.results.summary.json | 4.0 KB | Download |
| evaluation/SCORES_BF16.json | 4.2 KB | Download |
| evaluation/SCORES_NVFP4_MIXED.json | 3.0 KB | Download |
| evaluation/SCORES_NVFP4_W4A16.json | 3.2 KB | Download |
| evaluation/SCORES_NVFP4_W4A4.json | 3.1 KB | Download |
| evaluation/SCORES_STATICFP8.json | 3.8 KB | Download |
| evaluation/SHA256SUMS | 2.0 KB | Download |
| evaluation/SMOKE_BF16.json | 889 B | Download |
| evaluation/SMOKE_STATICFP8.json | 2.1 KB | Download |
