add Dockerfile build vllm against torch nightly #16936

yangw-dev · 2025-04-21T17:21:20Z

Add Dockerfile that build vllm against nightly torch, we only install test packages that covers necessary tests in this pr:

entrypoint test
correctness test

Addtional install:

install xformer from source (otherwise it will override torch version and not compatiable with torch 2.8.0)
install flashinfer from source

related pr in CI-Infra to introduce the dockerfile:
https://github.com/vllm-project/ci-infra/pull/87/files

Testing BuiltKite:
manually triggered by author
https://buildkite.com/vllm/ci/builds/18086#01965a6f-7df4-46f8-b976-1fdb3c6608e2

Signed-off-by: Yang Wang <[email protected]>

github-actions · 2025-04-21T17:21:30Z

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Signed-off-by: Yang Wang <[email protected]>

docker/Dockerfile.nightly_torch

Signed-off-by: Yang Wang <[email protected]>

docker/Dockerfile.nightly_torch

houseroad · 2025-04-22T00:28:35Z

requirements/nightly_torch_test.txt

+
+librosa # required by audio tests in entrypoints/openai
+sentence-transformers
+numba == 0.61.2; python_version > '3.9'


how about python version >= "3.10"? Wondering if 3.9.1 is >3.9 or not

this follows the other requirements, I can do this here and upgrade later, right now this works

requirements/nightly_torch_test.txt

Signed-off-by: Yang Wang <[email protected]>

khluu

synced offline. In general LGTM & it's not blocking anyway

Signed-off-by: Yang Wang <[email protected]> Signed-off-by: Frieda (Jingying) Huang <[email protected]>

* [BugFix] Remove default multiproc executor `collective_rpc` timeout (vllm-project#17000) Signed-off-by: Nick Hill <[email protected]> * [Core][V1][TPU] Enable structured decoding on TPU V1 (vllm-project#16499) Signed-off-by: Chenyaaang <[email protected]> * [Bugfix] validate urls object for multimodal content parts (vllm-project#16990) Signed-off-by: Guillaume Calmettes <[email protected]> * add Dockerfile build vllm against torch nightly (vllm-project#16936) Signed-off-by: Yang Wang <[email protected]> * [Kernel][ROCM] Upstream prefix prefill speed up for vLLM V1 (vllm-project#13305) Signed-off-by: Sage Moore <[email protected]> Signed-off-by: root <[email protected]> Signed-off-by: Aleksandr Malyshev <[email protected]> Signed-off-by: root <[email protected]> Signed-off-by: maleksan85 <[email protected]> Signed-off-by: <> Co-authored-by: Sage Moore <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: Aleksandr Malyshev <[email protected]> Co-authored-by: qli88 <[email protected]> Co-authored-by: root <[email protected]> * [V1][DP] More robust DP/EP dummy request coordination (vllm-project#16277) Signed-off-by: Nick Hill <[email protected]> * [BugFix] Revert ROCm Custom Paged Attention Env Flag Check (vllm-project#17022) Signed-off-by: vllmellm <[email protected]> * Revert "[Misc] Add S3 environment variables for better support of MinIO." (vllm-project#17021) * [misc] tune some env vars for GB200 (vllm-project#16992) Signed-off-by: youkaichao <[email protected]> * [INTEL-HPU][v0] Port delayed sampling to upstream (vllm-project#16949) Signed-off-by: Michal Adamczyk <[email protected]> Signed-off-by: Chendi Xue <[email protected]> Co-authored-by: Michal Adamczyk <[email protected]> * [doc] add download path tips (vllm-project#17013) Signed-off-by: reidliu41 <[email protected]> Co-authored-by: reidliu41 <[email protected]> * [Bugfix] Triton FA function takes no keyword arguments (vllm-project#16902) Signed-off-by: vllmellm <[email protected]> * [V1] Avoid socket errors during shutdown when requests are in in-flight (vllm-project#16807) Signed-off-by: Nick Hill <[email protected]> * [BugFix] llama4 fa3 fix - RuntimeError: scheduler_metadata must have shape (metadata_size) (vllm-project#16998) Signed-off-by: Lucas Wilkinson <[email protected]> * [Misc] Improve readability of get_open_port function. (vllm-project#17024) Signed-off-by: gitover22 <[email protected]> * [Bugfix] Fix AssertionError: skip_special_tokens=False is not supported for Mistral tokenizers (vllm-project#16964) Signed-off-by: chaunceyjiang <[email protected]> * [CI] Run v1/test_serial_utils.py in CI (vllm-project#16996) Signed-off-by: Russell Bryant <[email protected]> * Mistral-format support for compressed-tensors (vllm-project#16803) Signed-off-by: mgoin <[email protected]> * Categorize `tests/kernels/` based on kernel type (vllm-project#16799) Signed-off-by: mgoin <[email protected]> * [Doc] Add top anchor and a note to quantization/bitblas.md (vllm-project#17042) Signed-off-by: windsonsea <[email protected]> * Ensure that `pid` passed to `kill_process_tree` is `int` for `mypy` (vllm-project#17051) Signed-off-by: Harry Mellor <[email protected]> * [CI] Update structured-output label automation (vllm-project#17055) Signed-off-by: Russell Bryant <[email protected]> * Improve Transformers backend model loading QoL (vllm-project#17039) Signed-off-by: Harry Mellor <[email protected]> * `CacheConfig.block_size` should always be `int` when used (vllm-project#17052) Signed-off-by: Harry Mellor <[email protected]> * Use `@property` and private field for `data_parallel_rank_local` (vllm-project#17053) Signed-off-by: Harry Mellor <[email protected]> * [Frontend] Support guidance:no-additional-properties for compatibility with xgrammar (vllm-project#15949) Signed-off-by: Travis Johnson <[email protected]> * [BugFix][V1] Fix int32 token index overflow when preparing input ids (vllm-project#16806) * [V1][Spec Decode] Always use argmax for sampling draft tokens (vllm-project#16899) Signed-off-by: Woosuk Kwon <[email protected]> * [CI/Build] workaround for CI build failure (vllm-project#17070) Signed-off-by: csy1204 <[email protected]> Co-authored-by: Michael Goin <[email protected]> * [Quantization]add prefix for commandA quantized model (vllm-project#17017) * [Minor] Use larger batch sizes for A100/B100/B200/MI300x (vllm-project#17073) Signed-off-by: Woosuk Kwon <[email protected]> * [Bugfix] Enable V1 usage stats (vllm-project#16986) Signed-off-by: mgoin <[email protected]> Signed-off-by: Nick Hill <[email protected]> Co-authored-by: Nick Hill <[email protected]> * More informative error when using Transformers backend (vllm-project#16988) Signed-off-by: Harry Mellor <[email protected]> * Addendum Fix to support FIPS enabled machines with MD5 hashing (vllm-project#17043) Signed-off-by: sydarb <[email protected]> * [Bugfix][Core] add seq_id_to_seq_group clearing to avoid memory leak when s… (vllm-project#16472) Signed-off-by: 开哲 <[email protected]> Co-authored-by: 开哲 <[email protected]> * [V1] Update structured output (vllm-project#16812) Signed-off-by: reidliu41 <[email protected]> Co-authored-by: reidliu41 <[email protected]> * [doc] update to hyperlink (vllm-project#17096) Signed-off-by: reidliu41 <[email protected]> Co-authored-by: reidliu41 <[email protected]> * Add docs for runai_streamer_sharded (vllm-project#17093) Signed-off-by: Omer Dayan (SW-GPU) <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> * [Chore] Remove Sampler from Model Code (vllm-project#17084) Signed-off-by: Woosuk Kwon <[email protected]> * Disable enforce_eager for V1 TPU sampler and structured output tests (vllm-project#17016) Signed-off-by: mgoin <[email protected]> * Simplify `TokenizerGroup` (vllm-project#16790) Signed-off-by: Harry Mellor <[email protected]> * Fix OOT registration test (vllm-project#17099) Signed-off-by: Harry Mellor <[email protected]> * [V1][PP] Optimization: continue scheduling prefill chunks (vllm-project#17080) Signed-off-by: Rui Qiao <[email protected]> * [Misc] Remove OLMo2 config copy (vllm-project#17066) Signed-off-by: Isotr0py <[email protected]> * Improve static type checking in `LoRAModelRunnerMixin` (vllm-project#17104) Signed-off-by: Harry Mellor <[email protected]> * [V1][Structured Output] Clear xgrammar compiler object when engine core shut down to avoid nanobind leaked warning (vllm-project#16954) Signed-off-by: shen-shanshan <[email protected]> * [Frontend] Using matryoshka_dimensions control the allowed output dimensions. (vllm-project#16970) * Add missing rocm_skinny_gemms kernel test to CI (vllm-project#17060) Signed-off-by: mgoin <[email protected]> * [Misc] refactor example series - structured outputs (vllm-project#17040) Signed-off-by: reidliu41 <[email protected]> Co-authored-by: reidliu41 <[email protected]> * [V1][Spec Decoding] Add num_drafts and num_accepted_tokens_per_position metrics (vllm-project#16665) Signed-off-by: Mark McLoughlin <[email protected]> * [CI] Add automation for the `tool-calling` github label (vllm-project#17118) Signed-off-by: Russell Bryant <[email protected]> * Updating builkite job for IBM Power (vllm-project#17111) Signed-off-by: Aaruni Aggarwal <[email protected]> * existing torch installation pip command fix for docs (vllm-project#17059) * Molmo Requirements (vllm-project#17026) Signed-off-by: Eyshika Agarwal <[email protected]> Signed-off-by: eyshika <[email protected]> * Add `:markdownhelp:` to `EngineArgs` docs so markdown docstrings render properly (vllm-project#17124) Signed-off-by: Harry Mellor <[email protected]> * Improve configs - `LoRAConfig` + `PromptAdapterConfig` (vllm-project#16980) Signed-off-by: Harry Mellor <[email protected]> * [Docs] Generate correct github links for decorated functions (vllm-project#17125) Signed-off-by: Russell Bryant <[email protected]> * Add collective_rpc to llm engine (vllm-project#16999) Signed-off-by: Yinghai Lu <[email protected]> * Add chat template for Llama 4 models (vllm-project#16428) Signed-off-by: Max de Bayser <[email protected]> * [Misc] Add example to run DeepSeek with Ray Serve LLM (vllm-project#17134) Signed-off-by: Rui Qiao <[email protected]> * Better error message for missing mistral params.json (vllm-project#17132) Signed-off-by: mgoin <[email protected]> * Use custom address for listening socket (vllm-project#15988) Signed-off-by: Jens Glaser <[email protected]> * [FEAT] [ROCm]: AITER Fused MOE V1 Support (vllm-project#16752) Signed-off-by: vllmellm <[email protected]> Co-authored-by: tjtanaa <[email protected]> * [Attention] FA3 decode perf improvement - single mma warp group support for head dim 128 (vllm-project#16864) Signed-off-by: Lucas Wilkinson <[email protected]> * fix float16 support for kimi-vl (vllm-project#17156) Co-authored-by: zhouzaida <[email protected]> * [Doc] V1 : Update LoRA status (vllm-project#17133) Signed-off-by: varun sundar rabindranath <[email protected]> Co-authored-by: varun sundar rabindranath <[email protected]> * [Docs] Fix True->true in supported_models.md (vllm-project#17141) * Move missed `SchedulerConfig` args into scheduler config group in `EngineArgs` (vllm-project#17131) Signed-off-by: Harry Mellor <[email protected]> * [Misc] Clean up redundant code in uniproc_executor.py (vllm-project#16762) Signed-off-by: Lifu Huang <[email protected]> * [Bugfix][Misc] Use TritonPlaceholderModule to defensively import triton (vllm-project#15099) Signed-off-by: Mengqing Cao <[email protected]> * [Misc] Benchmark Serving Script Support Appending Results (vllm-project#17028) Signed-off-by: Lucas Wilkinson <[email protected]> * [Perf]Optimize rotary_emb implementation to use Triton operator for improved inference performance (vllm-project#16457) Signed-off-by: cynthieye <[email protected]> Co-authored-by: MagnetoWang <[email protected]> * [Bugfix] remove fallback in guided_json (int range, patterns) (vllm-project#16725) Signed-off-by: csy1204 <[email protected]> Co-authored-by: 조상연[플레이스 AI] <[email protected]> * [Quantization][FP8] Add support for FP8 models with input_scale for output projection and QK quantization (vllm-project#15734) Signed-off-by: Randall Smith <[email protected]> Signed-off-by: Luka Govedič <[email protected]> Co-authored-by: Luka Govedič <[email protected]> * [Doc] Add headings to improve gptqmodel.md (vllm-project#17164) Signed-off-by: windsonsea <[email protected]> * Only turn on FastIncrementalDetokenizer when tokenizers >= 0.21.1 (vllm-project#17158) * [Doc] Add two links to disagg_prefill.md (vllm-project#17168) Signed-off-by: windsonsea <[email protected]> * [Doc] Move todo out of beam search docstring (vllm-project#17183) Signed-off-by: Alex-Brooks <[email protected]> * [Bugfix] Fix mistral model tests (vllm-project#17181) Signed-off-by: DarkLight1337 <[email protected]> * [Bugfix] Fix Mistral ChatCompletionRequest Body Exception (vllm-project#16769) Signed-off-by: Jasmond Loh <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> * Fix API typo and remove FP8 on V1 restriction --------- Signed-off-by: Nick Hill <[email protected]> Signed-off-by: Chenyaaang <[email protected]> Signed-off-by: Guillaume Calmettes <[email protected]> Signed-off-by: Yang Wang <[email protected]> Signed-off-by: Sage Moore <[email protected]> Signed-off-by: root <[email protected]> Signed-off-by: Aleksandr Malyshev <[email protected]> Signed-off-by: root <[email protected]> Signed-off-by: maleksan85 <[email protected]> Signed-off-by: <> Signed-off-by: vllmellm <[email protected]> Signed-off-by: youkaichao <[email protected]> Signed-off-by: Michal Adamczyk <[email protected]> Signed-off-by: Chendi Xue <[email protected]> Signed-off-by: reidliu41 <[email protected]> Signed-off-by: Lucas Wilkinson <[email protected]> Signed-off-by: gitover22 <[email protected]> Signed-off-by: chaunceyjiang <[email protected]> Signed-off-by: Russell Bryant <[email protected]> Signed-off-by: mgoin <[email protected]> Signed-off-by: windsonsea <[email protected]> Signed-off-by: Harry Mellor <[email protected]> Signed-off-by: Travis Johnson <[email protected]> Signed-off-by: Woosuk Kwon <[email protected]> Signed-off-by: csy1204 <[email protected]> Signed-off-by: sydarb <[email protected]> Signed-off-by: 开哲 <[email protected]> Signed-off-by: Omer Dayan (SW-GPU) <[email protected]> Signed-off-by: Rui Qiao <[email protected]> Signed-off-by: Isotr0py <[email protected]> Signed-off-by: shen-shanshan <[email protected]> Signed-off-by: Mark McLoughlin <[email protected]> Signed-off-by: Aaruni Aggarwal <[email protected]> Signed-off-by: Eyshika Agarwal <[email protected]> Signed-off-by: eyshika <[email protected]> Signed-off-by: Yinghai Lu <[email protected]> Signed-off-by: Max de Bayser <[email protected]> Signed-off-by: Jens Glaser <[email protected]> Signed-off-by: varun sundar rabindranath <[email protected]> Signed-off-by: Lifu Huang <[email protected]> Signed-off-by: Mengqing Cao <[email protected]> Signed-off-by: cynthieye <[email protected]> Signed-off-by: Randall Smith <[email protected]> Signed-off-by: Luka Govedič <[email protected]> Signed-off-by: Alex-Brooks <[email protected]> Signed-off-by: DarkLight1337 <[email protected]> Signed-off-by: Jasmond Loh <[email protected]> Co-authored-by: Nick Hill <[email protected]> Co-authored-by: Chenyaaang <[email protected]> Co-authored-by: Guillaume Calmettes <[email protected]> Co-authored-by: Yang Wang <[email protected]> Co-authored-by: Aleksandr Malyshev <[email protected]> Co-authored-by: Sage Moore <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: Aleksandr Malyshev <[email protected]> Co-authored-by: qli88 <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: vllmellm <[email protected]> Co-authored-by: Chauncey <[email protected]> Co-authored-by: youkaichao <[email protected]> Co-authored-by: Chendi.Xue <[email protected]> Co-authored-by: Michal Adamczyk <[email protected]> Co-authored-by: Reid <[email protected]> Co-authored-by: reidliu41 <[email protected]> Co-authored-by: Lucas Wilkinson <[email protected]> Co-authored-by: huafeng <[email protected]> Co-authored-by: Russell Bryant <[email protected]> Co-authored-by: Michael Goin <[email protected]> Co-authored-by: Michael Yao <[email protected]> Co-authored-by: Harry Mellor <[email protected]> Co-authored-by: Travis Johnson <[email protected]> Co-authored-by: Yong Hoon Shin <[email protected]> Co-authored-by: Woosuk Kwon <[email protected]> Co-authored-by: Sangyeon Cho <[email protected]> Co-authored-by: Chen Xia <[email protected]> Co-authored-by: Areeb Syed <[email protected]> Co-authored-by: 张宇 <[email protected]> Co-authored-by: 开哲 <[email protected]> Co-authored-by: omer-dayan <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Rui Qiao <[email protected]> Co-authored-by: Isotr0py <[email protected]> Co-authored-by: Shanshan Shen <[email protected]> Co-authored-by: wang.yuqi <[email protected]> Co-authored-by: Mark McLoughlin <[email protected]> Co-authored-by: Aaruni Aggarwal <[email protected]> Co-authored-by: Atilla <[email protected]> Co-authored-by: Eyshika Agarwal <[email protected]> Co-authored-by: Yinghai Lu <[email protected]> Co-authored-by: Maximilien de Bayser <[email protected]> Co-authored-by: jglaser <[email protected]> Co-authored-by: tjtanaa <[email protected]> Co-authored-by: Zaida Zhou <[email protected]> Co-authored-by: zhouzaida <[email protected]> Co-authored-by: Varun Sundar Rabindranath <[email protected]> Co-authored-by: varun sundar rabindranath <[email protected]> Co-authored-by: Lifu Huang <[email protected]> Co-authored-by: Mengqing Cao <[email protected]> Co-authored-by: yexin(叶鑫) <[email protected]> Co-authored-by: MagnetoWang <[email protected]> Co-authored-by: 조상연[플레이스 AI] <[email protected]> Co-authored-by: rasmith <[email protected]> Co-authored-by: Luka Govedič <[email protected]> Co-authored-by: Lu Fang <[email protected]> Co-authored-by: Alex Brooks <[email protected]> Co-authored-by: Cyrus Leung <[email protected]> Co-authored-by: Jasmond L <[email protected]>

Signed-off-by: Yang Wang <[email protected]> Signed-off-by: Zijing Liu <[email protected]>

Signed-off-by: Yang Wang <[email protected]>

Signed-off-by: Yang Wang <[email protected]> Signed-off-by: Agata Dobrzyniewicz <[email protected]>

Signed-off-by: Yang Wang <[email protected]> Signed-off-by: Mu Huai <[email protected]>

add docker for torch nightly

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add Dockerfile build vllm against torch nightly (vllm-project#16936)

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add Dockerfile build vllm against torch nightly (vllm-project#16936)

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add Dockerfile build vllm against torch nightly (vllm-project#16936)

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add Dockerfile build vllm against torch nightly (vllm-project#16936)

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nm vllm ent 0.8.5 sync red-hat-data-services/vllm#139

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add Dockerfile build vllm against torch nightly #16936

add Dockerfile build vllm against torch nightly #16936

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add Dockerfile build vllm against torch nightly #16936

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