Nick HillandClaude Opus 5 9e6be4a72b [Perf][Sparse MLA] Drop the atomic contention in the index remap (#50365) ...

Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

2026-08-08 16:32:40 -07:00

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assets

[Bugfix] Align OpenCV video metadata timeline (#47099)

2026-06-30 20:43:42 +00:00

benchmarks

[MISC][Bench] refactor throughput and reuse serve's get samples (#50981)

2026-08-06 10:31:23 +00:00

compilation

[ROCm] Fix AITER all-reduce fusion coverage (#50802)

2026-08-06 14:52:23 +08:00

config

[BugFix] Reject invalid data-parallel RPC ports (#51469)

2026-08-08 12:23:26 +08:00

cute_utils

[Kernel][SM100] Add a CuTeDSL fused query kernel (#49792)

2026-08-04 15:23:06 -07:00

device_allocator

[Bugfix][CuMem] Make KV-cache wake cleanup tag-safe (#49857)

2026-07-26 12:09:13 -07:00

distributed

[Bugfix] Fix ZMQ port TOCTOU race in shm_broadcast MessageQueue (#50960)

2026-08-07 18:19:02 -07:00

engine

[BugFix] Reject invalid data-parallel RPC ports (#51469)

2026-08-08 12:23:26 +08:00

entrypoints

[Frontend] Disable uvicorn signal handlers instead of racing them (#50916)

2026-08-07 13:40:24 -06:00

inputs

[Frontend][Core] Standardize request error handling with VLLMError hierarchy (#49665)

2026-07-29 04:20:40 +00:00

ir

[CI] Use explicit devices in IR tests (#49513)

2026-07-23 20:08:14 -07:00

kernels

[XPU] Unify XPU RMSNorm kernels with vllm_c and drop redundant XPU-specific implementation (#46981)

2026-07-31 17:28:18 +08:00

logging_utils

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lora

Fully generalise input embedding handling in Transformers modelling backend (#51247)

2026-08-06 16:21:24 +00:00

model_executor

[Bugfix] Fix LFM2 ShortConv prefix breaking quant ignore list (#51495)

2026-08-08 11:27:13 +00:00

models

[Perf] Optimize DeepSeek V3.2 sequence parallelism (#51434)

2026-08-07 16:51:01 -07:00

multimodal

[Bugfix][Multimodal] Fix PyNvVideoCodec video backend returning NCHW instead of NHWC (#51076)

2026-08-08 04:49:06 +00:00

parser

[Bugfix][Parser] Confirm reasoning end when an Inkling content block opens (#49876)

2026-08-08 18:07:39 -04:00

platforms

[ROCm] Enable pinned memory on supported WSL2 kernels (#50126)

2026-08-07 10:43:42 -05:00

plugins

[Frontend] Add endpoint plugins framework (#47454)

2026-07-08 10:00:41 +08:00

profiler

[Profiler] Stamp vLLM version/commit into torch profiler trace metadata (#51389)

2026-08-07 16:29:59 -04:00

ray

Propagate Flash Attention cache configuration to Ray workers (#49177)

2026-07-21 07:47:53 +00:00

reasoning

[Model][Frontend] Add Ling 3.0 Flash BF16, MTP, and parser support (#51045)

2026-08-06 00:38:28 +08:00

renderers

[GPT-OSS] Strict tool call and constrained decoding for Harmony (#45560)

2026-08-01 12:10:26 -04:00

third_party

[New model] Kimi K3 (#50000)

2026-07-30 03:49:58 -07:00

tokenizers

[Frontend] DeepSeek V4 0731 reasoning effort prompts & mappings (#50580)

2026-08-04 08:51:32 -07:00

tool_parsers

[Model][Frontend] Add Ling 3.0 Flash BF16, MTP, and parser support (#51045)

2026-08-06 00:38:28 +08:00

tracing

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transformers_utils

[Model] Fused mm preprocess normalisation on the Device (#50411)

2026-08-06 03:11:14 -07:00

triton_utils

[ROCm] [Model] Enable TML inkling (#48841)

2026-07-27 10:05:46 +00:00

usage

[Bugfix] Close usage telemetry HTTP sessions (#51219)

2026-08-08 00:29:36 +00:00

utils

Add NVFP4 KV 4-over-6 scale search (#45187)

2026-08-07 13:22:27 -07:00

v1

[Perf][Sparse MLA] Drop the atomic contention in the index remap (#50365)

2026-08-08 16:32:40 -07:00

vllm_flash_attn

[2/N][Attention] Enable masked MHA for sparse MLA prefills (#48770)

2026-07-31 06:01:24 -07:00

__init__.py

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_aiter_ops.py

[ROCm] Enable AITER and FP8 inference on GFX120x (#43615)

2026-08-03 16:45:37 -05:00

_custom_ops.py

[Attention][MiniMax-M3] Add MSA speculative decode verification (#50032)

2026-08-02 13:46:55 -07:00

_xpu_ops.py

[XPU] Register fake meta kernel for fp4_gemm (#50946)

2026-08-06 17:18:42 +08:00

collect_env.py

[XPU] fix collecting oneccl version info (#47104)

2026-08-04 11:53:28 +00:00

connections.py

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env_override.py

[Perf] Add VLLM_TRITON_FORCE_FIRST_CONFIG to skip Triton autotuning (#42425)

2026-06-16 15:16:45 +02:00

envs.py

[ROCm][MLA] Use asm decode for non-divisor small head counts (#50578)

2026-08-06 14:56:53 -04:00

exceptions.py

[Frontend][Core] Standardize request error handling with VLLMError hierarchy (#49665)

2026-07-29 04:20:40 +00:00

forward_context.py

[Feature] Support sequence parallel without the need for DP, 1.9%~5.0% E2E Throughput Improvement (#47070)

2026-07-05 05:41:30 -07:00

logger.py

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logits_process.py

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logprobs.py

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model_inspection.py

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outputs.py

[Front-end] [Messages] Populate num_cache_creation_tokens (#48535)

2026-07-18 13:04:35 -04:00

pooling_params.py

[Frontend][Core] Standardize request error handling with VLLMError hierarchy (#49665)

2026-07-29 04:20:40 +00:00

py.typed

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sampling_params.py

[Frontend][Core] Standardize request error handling with VLLMError hierarchy (#49665)

2026-07-29 04:20:40 +00:00

scalar_type.py

Humming support for 2/3/5/6/7-bit pack-quantized weight-only inference (#46389)

2026-06-24 13:53:54 -04:00

scripts.py

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sequence.py

[Core] Cleanup KVConnector handling with PP + fix MRV2 (#43732)

2026-05-28 13:12:03 -07:00

tasks.py

[Bugfix] Reject removed pooling parameters (#48984)

2026-07-19 05:18:03 -07:00

version.py

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