vLLM/vllm/model_executor/layers/quantization at 37e2ecace2dcbc7382ee09e4d0a5a8863a039afd - vLLM

compressed_tensors

[Bugfix] Fix a couple PPLX+CUTLASS MoE bugs (#20825 )

2025-07-12 19:39:14 -07:00

kernels

Use w8a8 quantized matmul Pallas kernel (#19170 )

2025-07-15 03:06:33 +00:00

quark

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

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

utils

[V1] [ROCm] [AITER] Upgrade AITER to commit 916bf3c and bugfix APIs (#20880 )

2025-07-13 15:19:32 +00:00

__init__.py

[Feature] A calibration-free RTN-based quantization for accurate and accelerated INT4/INT8 inference (#18768 )

2025-07-01 05:44:38 +00:00

aqlm.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

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

auto_round.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -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] Lazy import fused_experts in BitsAndBytesMoEMethod to avoid break not-cuda-alike devices (#20822 )

2025-07-11 20:52:05 -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

[Bugfix] Fix incorrect dispatch for CutlassBlockScaledGroupedGemm and DeepGEMM (#20933 )

2025-07-15 01:42:17 +00:00

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

[Misc] Add SPDX-FileCopyrightText (#19100 )

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

hqq_marlin.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

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

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

Enable ModelOpt Llama4 fp8 checkpoint deployment (#20419 )

2025-07-11 23:07:16 -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

[Misc] Add SPDX-FileCopyrightText (#20428 )

2025-07-04 07:40:42 +00:00

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