lkkandKunshang Ji e5f48dfda2 [Quantization][Autoround][XPU] Add W4A16(moe) / MXFP4(linear/moe) Support (#47124) ...

Signed-off-by: lkk12014402 <kaokao.lv@intel.com>
Signed-off-by: lkk <33276950+lkk12014402@users.noreply.github.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>

2026-07-30 09:52:13 +08:00

..

compressed_tensors

[CompressedTensors] FP4 Qutlass Integration (#43229)

2026-07-28 20:34:20 -06:00

inc

[Quantization][Autoround][XPU] Add W4A16(moe) / MXFP4(linear/moe) Support (#47124)

2026-07-30 09:52:13 +08:00

online

[Quant] Add nvfp4_per_token online MoE quantization (#48538)

2026-07-16 14:25:27 -07:00

quark

[ROCm][Quark][6/N] Use MXFP4 linear kernel abstraction for aiter backend (#49348)

2026-07-27 21:35:57 -05:00

turboquant

[Refactor] Remove dead code (#42889)

2026-05-18 16:41:22 -04:00

utils

Integrate CuTeDSL MoE for ReLU2 NVFP4 (#49580)

2026-07-28 19:46:38 -07:00

__init__.py

[Quant] Add nvfp4_per_token online MoE quantization (#48538)

2026-07-16 14:25:27 -07:00

auto_awq.py

[MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme. (#44120)

2026-07-21 19:20:30 -07:00

auto_gptq.py

[MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme. (#44120)

2026-07-21 19:20:30 -07:00

awq_triton.py

Convert formatting to use ruff instead of yapf + isort (#26247)

2025-10-05 07:06:22 -07:00

base_config.py

Remove unnecessary load_weights methods (#44589)

2026-06-29 01:52:23 -07:00

bitsandbytes.py

[Bugfix] Convert Gemma4-MM ViT linear layers to vllm native impl (#43798)

2026-06-01 21:41:16 -07:00

experts_int8.py

[MoE Refactor] Introduce RoutedExperts alias for FusedMoE and don't store SharedExperts in MK (#40735)

2026-05-12 13:37:44 -04:00

fbgemm_fp8.py

[ROCm][FEAT] Integrate aiter gemm w8a8 ptpc (#33773)

2026-04-16 09:55:29 +08:00

fp8.py

[Refactor] Remove dead code in multiple files (#49745)

2026-07-27 15:58:26 -04:00

fp_quant.py

[Refactor] Remove dead code fp quant (#44122)

2026-06-03 14:22:23 -04:00

humming.py

[Bug][Quantization] Fix humming is_layer_skipped for compressed-tensors "re:" ignore entries (#48507)

2026-07-16 07:47:42 -07:00

input_quant_fp8.py

Remove triton per group quant [ROCm] [Bugfix] (#49621)

2026-07-28 05:53:46 +00:00

kv_cache.py

[Model][Hardware][AMD]: Part 1/2 -> Enable e2e QK Norm + RoPE + KV Cache runtime fusion for Qwen3-30B-A3B on ROCM_AITER_FA, and ROCM_AITER_UNIFIED_ATTN (#42749)

2026-07-16 17:39:04 -05:00

modelopt.py

[Refactor] Remove dead code in multiple files (#49745)

2026-07-27 15:58:26 -04:00

moe_wna16.py

[MoE Refactor] Migrate MoeWNA16Method quantization method over to using the new MK oracle scheme. (#44120)

2026-07-21 19:20:30 -07:00

mxfp4.py

[MoE] Free unused MXFP4 scales in OAI Triton Backend (#46549)

2026-06-24 00:06:41 -07:00

qutlass_utils.py

[CompressedTensors] FP4 Qutlass Integration (#43229)

2026-07-28 20:34:20 -06:00

torchao.py

[Bugfix] Clear error message for FP8 torchao quantization on unsupported GPUs (#36854)

2026-05-22 20:09:17 +00:00