vllm/vllm/model_executor/layers/quantization at 8e6c7e873f1a2830ab096d69ee1812b323aef650 - vllm

compressed_tensors

[Feature] Add Flashinfer MoE Support for Compressed Tensor NVFP4 (#21639 )

2025-07-31 15:26:11 -07:00

kernels

[Feat]: Add support for Dynamic Quant 4 bit CPU kleidiai kernels (#17112 )

2025-07-28 20:55:15 +00:00

quark

[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830 )

2025-07-11 04:56:28 +00:00

utils

[Feature] Add Flashinfer MoE Support for Compressed Tensor NVFP4 (#21639 )

2025-07-31 15:26:11 -07:00

__init__.py

Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010 )

2025-07-16 15:33:41 -04:00

aqlm.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

auto_round.py

[Bugfix]fix mixed bits and visual language model quantization in AutoRound (#21802 )

2025-07-29 07:26:31 -07:00

awq_marlin.py

Support Llama 4 for fused_marlin_moe (#20457 )

2025-07-04 07:55:10 +00:00

awq_triton.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

awq.py

[Quantization] Improve AWQ logic (#19431 )

2025-06-12 11:02:11 +00:00

base_config.py

[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046 )

2025-07-01 19:20:34 +09:00

bitblas.py

[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046 )

2025-07-01 19:20:34 +09:00

bitsandbytes.py

[Bugfix] Fix MoE BNB version (#22260 )

2025-08-05 19:56:22 -07:00

deepgemm.py

[Feature] Integrate SM100 DeepGEMM support (#20087 )

2025-07-10 20:18:05 -07:00

deepspeedfp.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

experts_int8.py

[Feature] Expert Parallelism Load Balancer (EPLB) (#18343 )

2025-06-26 15:30:21 -07:00

fbgemm_fp8.py

[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830 )

2025-07-11 04:56:28 +00:00

fp8.py

[NVIDIA] Add SM100 Flashinfer MoE per tensor scale fp8 backend (#21458 )

2025-07-31 06:00:01 -07:00

gguf.py

[Feature] Expert Parallelism Load Balancer (EPLB) (#18343 )

2025-06-26 15:30:21 -07:00

gptq_bitblas.py

[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046 )

2025-07-01 19:20:34 +09:00

gptq_marlin_24.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

gptq_marlin.py

Support Llama 4 for fused_marlin_moe (#20457 )

2025-07-04 07:55:10 +00:00

gptq.py

feat: Add Support GPTQ Quantization MOE on ROCM vllm serve (#21733 )

2025-08-01 21:12:19 -04:00

hqq_marlin.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

inc.py

Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010 )

2025-07-16 15:33:41 -04:00

input_quant_fp8.py

[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830 )

2025-07-11 04:56:28 +00:00

ipex_quant.py

[CPU] Fix torch version in x86 CPU backend (#19258 )

2025-06-26 03:34:47 -07:00

kv_cache.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

marlin.py

[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046 )

2025-07-01 19:20:34 +09:00

modelopt.py

[Feature] Add Flashinfer MoE Support for Compressed Tensor NVFP4 (#21639 )

2025-07-31 15:26:11 -07:00

moe_wna16.py

[Feature] Expert Parallelism Load Balancer (EPLB) (#18343 )

2025-06-26 15:30:21 -07:00

neuron_quant.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

ptpc_fp8.py

[Perf][fp8] Use CustomOp abstraction for fp8 quant for better perf (#19830 )

2025-07-11 04:56:28 +00:00

qqq.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

rtn.py

[Feature] Add support for MoE models in the calibration-free RTN-based quantization (#20766 )

2025-07-25 18:09:34 -07:00

schema.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

torchao.py

[Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046 )

2025-07-01 19:20:34 +09:00

tpu_int8.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00