Shenglei FuandClaude Fable 5 129087ddab [Perf] Reuse topk SparseMatrix routing metadata in GPT-OSS MoE forward (#45457) ...

Signed-off-by: Shenglei Fu <sfu@confluent.io>
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>

2026-08-29 12:14:39 -04:00

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assets

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

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

benchmarks

[Bugfix] Restore multimodal support on the plain "vllm" throughput backend (#52168)

2026-08-28 10:28:25 +00:00

compilation

[Model Runner V2] Use MRV2 for all models by default (#53183)

2026-08-27 11:59:34 -07:00

config

[Nixl][PD] DCP support for MLA models (#50611)

2026-08-29 16:03:53 +00:00

cute_utils

[Kimi-K3] Add GEMM-RS for sequence parallelism (#52079)

2026-08-13 09:02:28 -07:00

device_allocator

[Core] Add CuMemAllocator.discard() for tag-selective GPU memory release (#52514)

2026-08-16 23:15:14 +08:00

distributed

[Nixl][PD] DCP support for MLA models (#50611)

2026-08-29 16:03:53 +00:00

engine

[Model Runner V2] batch-sharded sample (#50465)

2026-08-24 15:49:57 -07:00

entrypoints

[Bugfix] Handle malformed namespace tools (#53763)

2026-08-27 14:18:16 -04:00

inputs

[Refactor] Remove InputPreprocessor (#53064)

2026-08-20 08:39:48 +00:00

ir

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

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

kernels

[Bugfix][Triton] Make fp8_min/fp8_max constexpr in _quantize_pad_fp8_kernel (#51872)

2026-08-12 03:09:54 +00:00

logging_utils

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lora

[LoRA] Cleanup VocabParallelEmbedding (#53843)

2026-08-26 16:19:35 +08:00

model_executor

[Perf] Reuse topk SparseMatrix routing metadata in GPT-OSS MoE forward (#45457)

2026-08-29 12:14:39 -04:00

models

[Multimodal] Deprecate PyAV video decoder backend (#54231)

2026-08-29 15:13:28 +00:00

multimodal

[Multimodal] Deprecate PyAV video decoder backend (#54231)

2026-08-29 15:13:28 +00:00

parser

[Hy4] support Hy4-preview model (#54160)

2026-08-29 12:07:28 +08:00

platforms

[Bugfix] Record non-ImportError attention backend probe failures instead of crashing engine init (#51703)

2026-08-20 02:36:00 -07:00

plugins

[MISC] Cleanup deprecated parameters (#53559)

2026-08-24 10:19:04 -07:00

profiler

[Profiler] Fix start_profile permanently no-op after max_iterations auto-stop (#51839)

2026-08-25 08:13:29 -04:00

ray

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

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

reasoning

[Hy4] support Hy4-preview model (#54160)

2026-08-29 12:07:28 +08:00

renderers

[Bugfix] Revert renderer warmup overlap to avoid fork deadlock (#54023)

2026-08-27 16:36:33 -07:00

third_party

[Core] Check for GPU<->CPU syncs during CI (#43107)

2026-08-14 17:42:05 -07:00

tilelang_utils

[ROCm] Defer tilelang import through its import from vllm.tilelang_utils import tilelang and relaxed has_tilelang (#51159)

2026-08-13 13:12:40 -05:00

tokenizers

[Bugfix][Tokenizer] Replace bare asserts in the DeepSeek V4 encoder (#53747)

2026-08-25 16:30:23 +00:00

tool_parsers

[Hy4] support Hy4-preview model (#54160)

2026-08-29 12:07:28 +08:00

tracing

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transformers_utils

[Hy4] support Hy4-preview model (#54160)

2026-08-29 12:07:28 +08:00

triton_utils

Exclude the cpu backend from vLLM's active-Triton-driver count (#53530) (#53530)

2026-08-25 04:13:13 +00:00

usage

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

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

utils

[Bugfix] Fix ncclCommQueryProperties heap overflow with NCCL >= 2.31 (#53008)

2026-08-29 00:25:00 +00:00

v1

[Nixl][PD] DCP support for MLA models (#50611)

2026-08-29 16:03:53 +00:00

vllm_flash_attn

Revert "[Kernel] Gemma-4 FA4 FP8 Kernel" (#52987)

2026-08-19 10:48:46 -07:00

__init__.py

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_aiter_ops.py

[ROCm] remove VLLM_ROCM_USE_AITER_FP4_ASM_GEMM environment variable; make w4a4 use the preshuffle triton+asm by default (#53141)

2026-08-28 18:59:53 +00:00

_custom_ops.py

[CPU][MLA] Fix prefill backend selection so MLA runs end-to-end on CPU (#51471)

2026-08-28 12:36:55 +08:00

_xpu_ops.py

[Bugfix][XPU] Run GDN attention as eager break under breakable cudagraph (#51928)

2026-08-12 16:23:39 +08:00

collect_env.py

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

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

connections.py

Reject oversized media before fully downloading it (#51896)

2026-08-24 01:15:09 +00:00

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

[Hy4] support Hy4-preview model (#54160)

2026-08-29 12:07:28 +08:00

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

[Bugfix] Handle empty FlatLogprobs slices and delta output (#53704)

2026-08-26 21:00:54 +08:00

model_inspection.py

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outputs.py

[Frontend][Core][Spec Decode] Per-request acceptance stats in OpenAI API responses (#48915)

2026-08-20 15:42:49 -07:00

pooling_params.py

[MISC] Cleanup deprecated parameters (#53559)

2026-08-24 10:19:04 -07:00

py.typed

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sampling_params.py

[Feature][DSpark]: Logprobs adaptive verification (#52242)

2026-08-25 10:22:33 -04:00

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

[Frontend] Move api_server.py out openai folder (#52131)

2026-08-19 09:43:46 +00:00

version.py

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