153 Commits

Author SHA1 Message Date
a0003b56b0 [Chore] Separate out system utilities from vllm.utils (#27201)
Signed-off-by: dongbo910220 <1275604947@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-10-22 20:25:25 +00:00
8f18feb191 Remove last level references not removed in #26355 (#27260)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-22 09:18:17 +00:00
ab3e80042e [torch.compile] Enable silu_mul_fp8_quant fusion without custom ops enabled (#27146)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-10-22 00:22:39 -04:00
6ac5e06f7c [Chore] Clean up pytorch helper functions in vllm.utils (#26908)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: isotr0py <2037008807@qq.com>
2025-10-18 09:48:22 -07:00
bd7157a071 [torch.compile] Enable attention and allreduce fusion without custom ops enabled (#24604)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-10-17 08:10:23 -06:00
17c540a993 [torch.compile] fix simple inductor graph partition test (#27050)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
2025-10-16 21:09:36 -04:00
11ae016bd7 [torch.compile] Passing only necessary compilation config to inductor pass config (#27041)
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>
2025-10-17 00:01:52 +00:00
9b6504c307 [BugFix] Work around graph partition x torch.compile cache issue (#26956)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2025-10-15 20:06:11 -07:00
0a9ef0cfce Move query quantization to attention layer for Flashinfer & Triton. (#26534)
Signed-off-by: adabeyta <aabeyta@redhat.com>
Signed-off-by: Adrian Abeyta <aabeyta@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-10-15 19:01:38 -04:00
f57438338d [BugFix] Patch inductor memory plan logic (#26878)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-15 12:51:45 +00:00
f0862eae43 [Graph Partition] pass tests for decorator (#26831)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
2025-10-15 06:39:48 +00:00
96b9aa5aa0 [Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-10-15 02:51:16 +00:00
2dcd12d357 [torch.compile] Fix tests for torch==2.9 inductor partition (#26116)
Signed-off-by: ProExpertProg <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
2025-10-14 19:55:02 -04:00
c3a722fcb2 [CI Failure] Fix tests with missing TinyLlama-1.1B-Chat-v1.0-FP8-e2e (#26816)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-10-14 18:38:59 +00:00
e3fdb627d9 [FrontEnd] UNREVERT CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26502)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2025-10-13 22:47:16 +00:00
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-12 09:51:31 -07:00
a25f2adee9 [compile] Add patched_fused_scaled_matmul_reduce_scatter (#26604)
Signed-off-by: angelayi <yiangela7@gmail.com>
2025-10-11 05:44:43 -07:00
eef921f45e AOT Compilation for torch.compile (Bundled) (#24274)
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
2025-10-10 19:02:11 -04:00
cddce79fda [torch.compile] Make inductor partition rules respect splitting_ops #25691 (#25845)
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-10-10 16:35:28 +00:00
67661375fa [BugFix] Fix noop elimination edge case (#26394)
Signed-off-by: Andy Lo <andy@mistral.ai>
2025-10-10 13:33:04 +00:00
b545a0b207 fix test_simple_inductor_graph_partition (#26522)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
2025-10-10 06:39:19 +00:00
5728da11ea Revert #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops" (#26472)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-10-09 05:43:55 -07:00
0c824fc46f [Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops (#26113)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
2025-10-07 12:53:43 -07:00
1e4ecca1d0 [V0 Deprecation] Remove VLLM_USE_V1 from tests (#26341)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-10-07 15:42:31 +00:00
f231e5bc21 [ROCm] Split AITER unified attention into its own backend (#25507)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-10-06 22:49:23 +00:00
6c04638214 Fix per file ruff ignores related to line length (#26262)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-06 05:12:40 +00:00
1c0c68202c Fix per file ruff ignores related to typing (#26254)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 16:37:55 +00:00
4e256cadc2 Remove all references to yapf as it's no longer used (#26251)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 09:18:11 -07:00
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-10-05 07:06:22 -07:00
7cfa4b24bf [BugFix] Fix de-functionalization pass for rotary_embedding (#23953)
Signed-off-by: angelayi <yiangela7@gmail.com>
2025-10-03 15:44:18 -07:00
2aaa423842 [Attention] Move Backend enum into registry (#25893)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
2025-10-02 20:32:24 -07:00
fa7e254a7f [New Model] DeepSeek-V3.2 (Rebased to Main) (#25896)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
Signed-off-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Lucia Fang <116399278+luccafong@users.noreply.github.com>
Co-authored-by: Lucia Fang <fanglu@meta.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Siyuan Fu <siyuanf@nvidia.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Xiaozhu Meng <mxz297@gmail.com>
Co-authored-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
2025-09-30 17:14:41 +08:00
c42ff4f4fd [BugFix][torch.compile] KV scale calculation issues with FP8 quantization (#25513)
Signed-off-by: adabeyta <aabeyta@redhat.com>
2025-09-29 15:52:04 -04:00
f075693da7 [V1] address post issues related to #20059 (part 1) (#23046)
Signed-off-by: fhl2000 <63384265+fhl2000@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-26 15:58:19 -04:00
3468f17ebe [V0 deprecation] Remove _VLLM_V1 suffixes from attention backend names (#25489)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
2025-09-25 17:37:50 +00:00
d5e0fca264 [torch.compile] Cleanup compilation tests and custom passes, add debug utils, fix DCE bug (#23091), fix test (#24376), and prep for custom op matching (#24604) (#24542)
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: luka <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-22 12:30:05 -07:00
cfbee3d0e7 [CLI env var] Add VLLM_FLASH_ATTN_MAX_NUM_SPLITS_FOR_CUDA_GRAPH in env variables (#25274)
Signed-off-by: qqma <qqma@amazon.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: qqma <qqma@amazon.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-09-22 10:37:43 -07:00
bc6e542d9f Remove V0 attention backends (#25351)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-09-21 16:03:28 -07:00
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-09-20 17:56:30 -07:00
8945b001db [torch.compile] CUDAGraph Inductor partition integration (#24281)
Signed-off-by: Boyuan Feng <boyuan@meta.com>
Signed-off-by: Boyuan Feng <fby.1994@gmail.com>
Signed-off-by: boyuanfeng <boyuan@meta.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-20 01:02:15 +00:00
3da17c2cc2 [Bugfix] Remove VLLM_TEST_DYNAMO_FULLGRAPH_CAPTURE #2969 (#25090)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
2025-09-19 20:27:21 -04:00
e6585ddb45 [Bugfix] Fix accuracy issue for silu_mul + nvfp4 quant fusion kernel (#24833)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2025-09-17 16:37:23 -07:00
5bcc153d7b [Compile] Fix noop_elimination pass and add tests for noop_elimination (#24880)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-09-15 23:33:18 +00:00
e26fef8397 fix some typos (#24616)
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
2025-09-11 10:48:46 -07:00
9a161307f5 [torch.compile][ROCm][V1] Enable attention output FP8 fusion for V1 attention backends (#19767)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-09-10 13:59:55 -07:00
b8a93076d3 [CI] execute all piecewise compilation tests together (#24502)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-09-09 11:05:25 -07:00
620db1fc58 [Attention] FlashAttention MLA cudagraph support (#23958)
Signed-off-by: Matthew Bonanni <mbonanni001@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2025-09-08 22:05:26 +00:00
7be141b2c5 [CI] Enable encoder model compilation test (#24442)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
2025-09-08 11:48:06 -07:00
e68dc2f014 [Bugfix] Fix unstable silu_mul+nvfp4 quant fusion test (#24370)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-09-06 20:39:34 +00:00
eedb2a2a10 [Bugfix] Fix silu_mul+quant fusion test (#24341)
Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
2025-09-05 20:13:42 +00:00