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github.com/vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs
https://github.com/vllm-project/vllm

Support softcap in ROCm Flash Attention

hliuca opened this pull request about 1 month ago
[CI/Build] Dockerfile build for ARM64 / GH200

drikster80 opened this pull request about 1 month ago
[Bugfix] GPU memory profiling should be per LLM instance

tjohnson31415 opened this pull request about 1 month ago
[Frontend] Add Command-R and Llama-3 chat template

ccs96307 opened this pull request about 1 month ago
[Misc] Increase default video fetch timeout

DarkLight1337 opened this pull request about 1 month ago
[Bugfix] Embedding model pooling_type equals ALL and multi input's bug

BBuf opened this pull request about 1 month ago
[V1] Replace traversal search with lookup table

Abatom opened this pull request about 1 month ago
Add support for reporting metrics in completion response headers in o…

coolkp opened this pull request about 1 month ago
[torch.compile] limit inductor threads and lazy import quant

youkaichao opened this pull request about 1 month ago
[Usage]: VSCode debugger is hanging

jeejeelee opened this issue about 1 month ago
[Bug]: vLLM CPU mode broken Unable to get JIT kernel for brgemm

samos123 opened this issue about 1 month ago
[Usage]: Cant use vllm on a multiGPU node

4k1s opened this issue about 1 month ago
[Misc] Add multipstep chunked-prefill support for FlashInfer

elfiegg opened this pull request about 1 month ago
[Bugfix]: allow extra fields in requests to openai compatible server

gcalmettes opened this pull request about 1 month ago
[Core] Add Sliding Window Support with Flashinfer

pavanimajety opened this pull request about 1 month ago
[Bugfix] Fix the LoRA weight sharding in ColumnParallelLinearWithLoRA

jeejeelee opened this pull request about 1 month ago
[Pixtral-Large] Pixtral actually has no bias in vision-lang adapter

patrickvonplaten opened this pull request about 1 month ago
[misc][plugin] improve plugin loading

youkaichao opened this pull request about 1 month ago
[Bug]: Speculative decoding + guided decoding not working

arunpatala opened this issue about 1 month ago
[CI][CPU] adding numa node number as container name suffix

zhouyuan opened this pull request about 1 month ago
[Misc] Avoid misleading warning messages

jeejeelee opened this pull request about 1 month ago
[6/N] torch.compile rollout to users

youkaichao opened this pull request about 1 month ago
[ci/build] Have dependabot ignore all patch update

khluu opened this pull request about 1 month ago
Compressed tensors w8a8 tpu

robertgshaw2-neuralmagic opened this pull request about 1 month ago
[CI/Build] Update Dockerfile.rocm

Alexei-V-Ivanov-AMD opened this pull request about 1 month ago
Add openai.beta.chat.completions.parse example to structured_outputs.rst

mgoin opened this pull request about 1 month ago
[Bug]: vllm server crash when num-scheduler-steps > 1 and max_tokens=0

atanikan opened this issue about 1 month ago
[ci][bugfix] fix kernel tests

youkaichao opened this pull request about 1 month ago
[Bugfix] Guard for negative counter metrics to prevent crash

tjohnson31415 opened this pull request about 1 month ago
[Bug]: rocm issue

YYXLN opened this issue about 1 month ago
[Doc]: Pages were moved without a redirect

shannonxtreme opened this issue about 1 month ago
[Doc]: Migrate to Markdown

rafvasq opened this issue about 1 month ago
Fix open_collective value in FUNDING.yml

andrew opened this pull request about 1 month ago
[Doc] Update doc for LoRA support in GLM-4V

B-201 opened this pull request about 1 month ago
[CI/Build] Support compilation with local cutlass path (#10423)

wchen61 opened this pull request about 1 month ago
[Misc] Reduce medusa weight

skylee-01 opened this pull request about 1 month ago
Fix: Build error seen on Power Architecture

mikejuliet13 opened this pull request about 1 month ago
[Model][LoRA]LoRA support added for glm-4v

B-201 opened this pull request about 1 month ago
[Bugfix]Fix Phi-3 BNB online quantization

jeejeelee opened this pull request about 1 month ago
[Model] Remove transformers attention porting in VITs

Isotr0py opened this pull request about 1 month ago
Bump the patch-update group with 2 updates

dependabot[bot] opened this pull request about 1 month ago
[core] Bump ray to use _overlap_gpu_communication in compiled graph tests

ruisearch42 opened this pull request about 1 month ago
[5/N][torch.compile] torch.jit.script --> torch.compile

youkaichao opened this pull request about 1 month ago
[Model][Bugfix] Support TP for PixtralHF ViT

mgoin opened this pull request about 1 month ago
[platforms] refactor cpu code

youkaichao opened this pull request about 1 month ago
[4/N][torch.compile] clean up set_torch_compile_backend

youkaichao opened this pull request about 1 month ago
Support Cross encoder models

maxdebayser opened this pull request about 1 month ago
[3/N][torch.compile] consolidate custom op logging

youkaichao opened this pull request about 1 month ago
[BugFix] Fix hermes tool parser output error stream arguments in some cases (#10395)

xiyuan-lee opened this pull request about 1 month ago
[V1] Add code owners for V1

WoosukKwon opened this pull request about 1 month ago
[BugFix] Fix hermes tool parser output error stream arguments in some cases

xiyuan-lee opened this pull request about 1 month ago
[Bug]: Hermes tool parser output error stream arguments in some cases.

xiyuan-lee opened this issue about 1 month ago
[Bugfix][Hardware][CPU] Fix CPU embedding runner with tensor parallel

Isotr0py opened this pull request about 1 month ago
[Misc] Enhance offline_inference to support user-configurable paramet…

wchen61 opened this pull request about 1 month ago
Add ngram speculation to API

flozi00 opened this pull request about 1 month ago
[Bugfix] Fix M-RoPE position calculation when chunked prefill is enabled

imkero opened this pull request about 1 month ago
[misc][plugin] improve log messages

youkaichao opened this pull request about 1 month ago
[BugFix] [Kernel] Fix GPU SEGV occuring in fused_moe kernel

rasmith opened this pull request about 1 month ago
[CI/Build] Fix IDC hpu [Device not found] issue

xuechendi opened this pull request about 1 month ago
[2/N][torch.compile] make compilation cfg part of vllm cfg

youkaichao opened this pull request about 1 month ago
[v1] V1EngineArgs for better config handling

rickyyx opened this pull request about 1 month ago
[BugFix] [Kernel] Fix GPU SEGV occuring in fused_moe kernel

rasmith opened this pull request about 1 month ago
Fix integer overflow causing gpu segfault

rasmith opened this pull request about 1 month ago
[Bug]: Granite 3.0 disconnect between parser and example template

wilbry opened this issue about 1 month ago
Test k8s agent

dhonnappa-amd opened this pull request about 1 month ago
[Feature]: NVIDIA Triton GenAI Perf Benchmark

simon-mo opened this issue about 1 month ago
[Bug]: Guided Decoding Broken in Streaming mode

JC1DA opened this issue about 1 month ago
[Bugfix] Ignore ray reinit error when current platform is ROCm or XPU

HollowMan6 opened this pull request about 1 month ago
[V1] Refactor model executable interface for all text-only language models

ywang96 opened this pull request about 1 month ago
[Bug]: VLM benchmark_serving request not working

gracehonv opened this issue about 1 month ago
[doc] add doc for the plugin system

youkaichao opened this pull request about 1 month ago
[Doc] Add the start of an arch overview page

russellb opened this pull request about 1 month ago
[CI/Build] Add sphinx/rst linter for docs

rafvasq opened this pull request about 1 month ago
[Misc] Medusa supports custom bias

skylee-01 opened this pull request about 1 month ago
[Bug]: contine generation but do not return the output

siyuyuan opened this issue about 1 month ago
[Platform][Refactor] Extract func `get_default_attn_backend` to `Platform`

MengqingCao opened this pull request about 1 month ago
[Hardware][CPU] Support chunked-prefill and prefix-caching on CPU

bigPYJ1151 opened this pull request about 1 month ago
Add KV-Cache int8 quant support

YanyunDuanIEI opened this pull request about 1 month ago
[Core] Interface for accessing model from engine

DarkLight1337 opened this pull request about 1 month ago
[Bugfix] Fix fully sharded LoRA bug

jeejeelee opened this pull request about 1 month ago
[Misc] Consolidate pooler config overrides

DarkLight1337 opened this pull request about 1 month ago
[Bugfix] Qwen-vl output is inconsistent in speculative decoding

skylee-01 opened this pull request about 1 month ago
[Misc] Fix import error in tensorizer tests and cleanup some code

DarkLight1337 opened this pull request about 1 month ago
[Doc] Remove float32 choice from --lora-dtype

xyang16 opened this pull request about 1 month ago
Add default value to avoid Falcon crash (#5363)

wchen61 opened this pull request about 1 month ago
[DRAFT] Cutlass 2:4

robertgshaw2-neuralmagic opened this pull request about 1 month ago
[Usage]: cuda oom when serving multi task on same server

reneix opened this issue about 1 month ago
[Misc]: Snowflake Arctic out of memory error with TP-8

rajagond opened this issue about 1 month ago
[Feature]: Allow head_size smaller than 128 on TPU with Pallas backend

manninglucas opened this issue about 1 month ago