A high-throughput and memory-efficient inference and serving engine for LLMs
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[Docs] Add Phi-3.5-mini-instruct to batch invariance tested models (#46396)
yuvalluria committed 3 months ago
[Spec Decode][DSpark] Add Gemma4-12B DSpark draft model (#47216)
Hangrui Cao committed 3 months ago
[Quant] Add `nvfp4_per_token` online MoE quantization (#48538)
Michael Goin committed 3 months ago
[Bugfix] Fix activation quantization dispatch for WNA4Int/WNA8Int (#48785)
HDCharles committed 3 months ago
[Model] Add Inkling MTP=1 support [3/N] (#48869)
Woosuk Kwon committed 3 months ago
limeward committed 3 months ago
[Helion] Fix degenerate scale_ub in kernel input generators (#48868)
Shangdi Yu committed 3 months ago
Fix Quark mxfp4 quantized model loading issue under mtp (#46757)
xiao-llm committed 3 months ago
[Model] Add Hopper FA4 relative attention for Inkling (#48858)
Woosuk Kwon committed 3 months ago
[Refactor] Move fla to third party (#48500)
Wentao Ye committed 3 months ago
[Model] Add PW CUDA graph support for Inkling [2/N] (#48822)
Woosuk Kwon committed 3 months ago
[KV Offload] Split tiering_lookup_delay into sync/async histograms (#47679)
Srinivas Krovvidi committed 3 months ago
[ROCm][CI] Avoid HIP init at config time via lazy aiter import in Quark OCP-MX (#48015)
music-dino committed 3 months ago
Zhongdongming Dai committed 3 months ago
[Perf][MoE] Write FlashInfer combine into final output (#47156)
Samuel Nordmann committed 3 months ago
[Frontend] Overlap preprocessing and computation for pooling models offline inference (#47699)
wang.yuqi committed 3 months ago
[CI/Build][Docker] Bump nvidia-cutlass-dsl to 4.6.0 and drop packaging workarounds (#47442)
Artem Perevedentsev committed 3 months ago
[ROCm][Perf][DSV4] Enable split sparse decode on gfx942 (#46275)
Tuukka Sarvi committed 3 months ago
[NIXL] Bump nixl to 1.3.1 (#47559)
ovidiusm committed 3 months ago
[KV Connector] Fix PD async scheduling race condition for hybrid attn models (#48481)
Artem Perevedentsev committed 3 months ago