A high-throughput and memory-efficient inference and serving engine for LLMs
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[Bugfix][Kernel] Correct FlashInfer CUTLASS MoE tuning token bound (#46838)
Hiki committed 4 months ago
[ROCm][MLA] Fuse MLA q/kv RMSNorm + FP8 per-token quant in the FP8 attention path (#44977)
xaguilar-amd committed 4 months ago
[BugFix][Spec Decode] Compact shared topk indices buffer after first MTP draft step (#47238)
Giancarlo Delfin committed 4 months ago
[UX] Include NVTX in cuda.txt (#47319)
Jee Jee Li committed 4 months ago
[Misc] Use functions instead of PTX for the PDL instruction (#46984)
Jee Jee Li committed 4 months ago
[CI][Bugfix] Rerun test_engine_log_metrics_ray on Ray GCS startup timeout (#47208)
peizhang56 committed 4 months ago
[Spec Decode] DSpark speculators checkpoint support (#47093)
Michael Goin committed 4 months ago
[Docker] Remove unused Dockerfile.nightly_torch (#47338)
Andrey Talman committed 4 months ago
[CI] Remove torch_nightly mirror tags (superseded by TORCH_NIGHTLY full-nightly build) (#47342)
Andrey Talman committed 4 months ago
[MoE] Plumb gemm1_alpha/beta/clamp_limit into TRT-LLM FP8 MoE (#45723)
Yongye Zhu committed 4 months ago
[DSV4] Better MXFP8 quantization kernel (#47229)
Yongye Zhu committed 4 months ago
[Bugfix] Don't read KV cache past `seq_len` in triton paged attn kernels (#47305)
Nick Hill committed 4 months ago
[ModelRunner V2] Warmup cross-attn properly in encoder-decoder case (#47308)
Nick Hill committed 4 months ago
[ROCm][P/D] MoRIIO toy proxy: support JSON Content-Type for OpenAI clients. (#46482)
Chaitanya Sri Krishna Lolla committed 4 months ago
[Bugfix] Prevent padding placeholders from reaching embeddings (#47029)
Yiliu Dong committed 4 months ago
[Bench][BugFix] Fix empty decoder prompt for Cohere ASR in throughput benchmark (#47135)
Michał Ganczarenko committed 4 months ago
Benjamin Chislett committed 4 months ago
[Bugfix] Fix GraniteMoeShared weight loading broken by #41184 (#47031)
Michał Ganczarenko committed 4 months ago
[Rust Frontend] Split engine core DTOs into separate modules (#47265)
Bugen Zhao committed 4 months ago
Chaojun Zhang committed 4 months ago