64 Commits
Author SHA1 Message Date
yhcheong (vllmellm) 273e099693 [Bugfix][ROCm] Select page-aligned kernel blocks for pooled indexers so the block table addresses storage pages (GLM-5.3-Flash) (#59412)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-10-08 14:44:58 +00:00
yhcheong (vllmellm) 16d4ac4ba3 [ROCm][MoE] Support MiMo-V2.6 MXFP4 on gfx942 (#58262)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-09-30 17:23:00 +08:00
yhcheong (vllmellm) 77e52645e9 [Bugfix][Model] MiMo: keep fused fp8 qkv_proj pairing state across weight-loading calls (#58142)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-09-29 09:37:20 +00:00
vllmellm 211e252d0b [Bugfix][Model] Fix MiMo-V2.5 fused fp8 qkv_proj sharding (pre-shard count is num_key_value_heads; MTP path too) (#57508)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-09-19 06:05:00 -07:00
vllmellmandTJian 3affd35f31 [Fix][ROCm] MXFP4 MoE round-up inflates TP-sharded expert weights on CDNA3, starving KV cache (#56359)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-09-17 22:52:12 +08:00
vllmellm f3c1638927 [ROCm] Enable V2 model runner for Kimi-K3 on ROCm (#51653)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-08-13 14:34:53 +00:00
vllmellmandtjtanaa 436be94e13 [ROCm][Bugfix] Use TCP store when AITER custom all-reduce is enabled (#51635)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2026-08-10 11:07:14 +00:00
c8db00b16c Fix GPTQ quantized Qwen3.5 MTP weight loading with spec decode (#48816)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: noobHappylife <64898326+noobHappylife@users.noreply.github.com>
2026-07-23 06:59:48 -07:00
vllmellm d537122398 [ROCm][Bugfix]: Fallback GFX942 sparse MLA ops to Triton (#45782)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-06-17 11:41:29 +00:00
vllmellm 25c53d1293 [ROCm][Doc] Add installation notes about python version requirement (#45671)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-06-15 17:22:55 +08:00
vllmellm 7f95e66a11 [ROCm][Bugfix]: dynamically align BLOCK_DMODEL with Lv in MLA decode kernel (#41119)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-05-11 11:14:19 +08:00
529c671e80 [ROCm][FEAT] AITER Fused Allreduce + RMSNorm (#37646)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: Rita Brugarolas Brufau <rita.brugarolasbrufau@amd.com>
Signed-off-by: junkang1991 <junkangchow@gmail.com>
Co-authored-by: Rita Brugarolas <Rita.BrugarolasBrufau@amd.com>
Co-authored-by: junkang1991 <junkangchow@gmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-05-01 23:07:18 +08:00
vllmellm 5f7fab881a [ROCm][FEAT] Integrate aiter gemm w8a8 ptpc (#33773)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-04-16 09:55:29 +08:00
vllmellm 551b3fb39f [ROCm] Enable VLLM triton FP8 moe for gfx1201, tuned for Qwen3-30B-A3B-FP8 tp=2 and Qwen/Qwen3.5-35B-A3B-FP8 tp=2 (#38086)
Signed-off-by: big-yellow-duck <jeffaw99@hotmail.com>
Co-authored-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-04-02 08:13:42 +00:00
vllmellm 42e9547976 [ROCm][Test] Fix ROCM_AITER_UNIFIED_ATTN attn+quant fusion test (#37640)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-03-25 05:06:15 +00:00
vllmellm ee8a29511f [Bugfix] Fix compressed-tensors quantization failure for DeepSeek-R1 on MI300x (#36247)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-03-07 09:26:59 +00:00
aaa2efbe98 [DOC] [ROCm] Update docker deployment doc (#33971)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-02-06 10:05:35 -08:00
vllmellm 174f16700b [Doc] [ROCm] Update Documentation to reflect v0.15.0 release (#33388)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-30 19:06:08 +08:00
vllmellm 148117ea2e [Refactor] Make FP8 Linear Ops use kernel abstraction (#27814)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-20 14:48:20 +08:00
vllmellm e27078ea80 [Bugfix][ROCm][performance] Resolve the performance regression issue of the Qwen3-Next-80B-A3B-Thinking under rocm_atten (#32336)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-14 19:32:48 +00:00
vllmellm 1a19e9cd87 [Bugfix][ROCm]Fix Qwen3-Next-80B-A3B-Thinking inference and optimize non-standard block size (544) support under rocm_atten (#31380)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-09 19:28:02 +08:00
vllmellm 41cfa50632 [ROCm][AITER] fix wrong argument passed to AITER flash_attn_varlen_func (#31880)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-07 11:25:03 +00:00
vllmellm 6409004b26 [ROCm][AITER] bugfix accuracy regression in ROCM_AITER_TRITON_MLA backend (#31816)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-07 05:04:53 +00:00
vllmellm e9717801bd [Bugfix][ROCm] Fix Unsupported attention metadata type for speculative decoding in eagle.py (#31714)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2026-01-06 07:53:22 +00:00
vllmellmandTJian f32cfd7d97 [ROCm][FEAT] Support AITER RMSNorm quantization fusion pass (#26575)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2025-12-23 02:07:54 -08:00
vllmellm 96bf50a2c0 [ROCm] Serving Fails on Radeon Due to AITER Dtype Import (#30952)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-12-18 11:47:46 +00:00
vllmellm ee14644ba9 [ROCm] Aiter Quant Kernels (#25552)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-12-09 14:27:37 +00:00
vllmellm 64deead719 [Bugfix] [ROCm] [UX]: revert Flex attention backend (#29371)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-25 06:56:06 +00:00
vllmellm e48b2e6848 [Bugfix] [ROCm] [UX] Reorganize ROCm Backend Selection Logic (#26980)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-24 15:24:49 +00:00
vllmellm 0af3d4f0df [FEAT] [AITER] [ROCm] integrate aiter sampling ops (#26084)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-18 17:28:34 +00:00
vllmellm d8140b9833 [ROCM] Fix ROCm warnings, environment flag access, and GEMM kernel naming for consistency in _aiter_ops.py (#28464)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-12 21:46:57 +00:00
vllmellmandLuka Govedič f080a83511 [RFC][ROCm][AITER] Keep all AITER kernels in _aiter_ops class like _custom_ops and _ipex_ops (#24490)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-11-10 08:20:53 -08:00
vllmellm b13a447546 [Bugfix][ROCm] Fix ViT rotary embeddings for torch.compile compatibility on ROCm (#27748)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-11-03 17:12:19 -08:00
vllmellm 5b3c35a68e [ROCm] [Doc] Update ROCm installation docs (#27327)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-28 13:00:50 +08:00
vllmellm 265ecb05fb [DOC] [ROCm] Add ROCm quickstart guide (#26505)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-22 03:10:48 +00:00
vllmellm e33ee23ee3 [Bugfix] [AITER] [ROCm] Fix Quark MoE Quant Config and AITER Fused MoE quant type logic (#27029)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-17 12:51:10 -06:00
vllmellm 4821ac1b4d [CI] [ROCm] Automate CC list for ROCm related issue (#26753)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-14 13:57:26 +08:00
vllmellm 5e4a8223c6 [Qwen][ROCm] Flash Attention Rotary Embeddings (#24642)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-10-02 08:26:08 -07:00
vllmellm 0d9fe260dd [docs] Benchmark Serving Incorrect Arg (#25474)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-09-23 06:05:11 -07:00
vllmellm 8c54610265 [Bug] [Spec Dec]: Fix kv_cache dtype mismatch for Eagle3 drafter on FP8 target (#24505)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-09-16 04:45:38 +00:00
vllmellm 7c195d43da [ROCm][Bugfix] Fix Aiter RMSNorm (#23412)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-09-10 21:08:03 +08:00
vllmellm 72a69132dc [CI] Add aiter to matching list of issue auto labeller for rocm tag (#23942)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-08-29 15:29:21 +00:00
vllmellmandCyrus Leung 44ac25eae2 [CI] [Doc]: Add GH Action for auto labeling issues with rocm tag (#20988)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2025-08-26 16:20:13 +00:00
vllmellm 9c97a1c349 [ROCm][AITER] Support AITER Rope ops in RotaryEmbedding Module. (#22521)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-08-10 22:52:34 -07:00
vllmellmandkf cbc8457b26 [Model] Switch to Fused RMS norm in Qwen2.5_VL model. (#22184)
Signed-off-by: kf <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: kf <kuanfu.liu@embeddedllm.com>
2025-08-06 23:05:24 -07:00
vllmellmandtjtanaavllm d3a6f2120b [FEAT][ROCm] Enable running Flash Attention as ViT attn backend for Qwen-VL models on ROCm platform. (#22069)
Signed-off-by: tjtanaavllm <tunjian.tan@amd.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaavllm <tunjian.tan@amd.com>
2025-08-01 23:53:18 -07:00
vllmellmandkf ee2eb6ecd8 [Model] Qwen2.5 VL SiLU-and-Mul (#22066)
Signed-off-by: kf <kuanfu.liu@embeddedllm.com>
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: kf <kuanfu.liu@embeddedllm.com>
2025-08-01 19:34:37 -07:00
vllmellm a1aafc827a [ROCm][FEAT] Enable Full Graph Mode in AITER MLA V1 Attn Backend (Decode Phase only) (#20254)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-07-02 16:25:46 +00:00
vllmellm 18093084be [Misc] Remove unnecessary fallback to prefill-decode attention (#19138)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-06-05 16:08:26 +08:00
vllmellm 0f5e0d567e [FEAT][ROCm] Add AITER grouped topk for DeepSeekV2 (#18825)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-05-31 03:39:31 -07:00
vllmellm 77b6e74fe2 [ROCm] Remove unnecessary assertion of max_model_len in ROCM_AITER_MLA attention backend. (#18938)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-05-29 22:33:17 -07:00
vllmellm d260f799a9 [FEAT] [ROCm] Upgrade AITER Fused MoE kernels. (#18271)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-05-26 23:14:07 -07:00
vllmellmandLuka Govedič 94d8ec8d2b [FEAT][ROCm] Upgrade AITER MLA v1 backend (#18338)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
2025-05-21 10:34:28 -07:00
vllmellmandtjtanaa 2d912fb66f [FEAT] [ROCm] [V1]: Add AITER biased group topk for DeepSeekV3 (#17955)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-13 22:03:47 -07:00
vllmellmandtjtanaa 40de1ef455 [FEAT] [ROCm]: Add AITER Block-Scaled GEMM Feature (#14968)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-13 19:08:20 -07:00
vllmellm 217db4baa6 [Bugfix][ROCm] Fix AITER MLA V1 (#17880)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-05-09 08:38:21 +00:00
3c9396a64f [FEAT][ROCm]: Support AITER MLA on V1 Engine (#17523)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
2025-05-09 10:42:05 +08:00
vllmellmandtjtanaa eef364723c [FEAT] [ROCm]: AITER Fused MOE V1 Support (#16752)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-04-25 11:06:50 +08:00
vllmellm 047797ef90 [Bugfix] Triton FA function takes no keyword arguments (#16902)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-04-22 21:35:24 -07:00
vllmellm 7e081ba7ca [BugFix] Revert ROCm Custom Paged Attention Env Flag Check (#17022)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
2025-04-22 19:17:48 -07:00
vllmellmandqli88 30bc3e0f66 [FEAT][ROCm]: Support AITER MLA (#15893)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
2025-04-22 09:31:13 -07:00
vllmellmandtjtanaa 0e237f0035 [FEAT][ROCm] Integrate Paged Attention Kernel from AITER (#15001)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-04-22 02:46:28 -07:00
vllmellmandtjtanaa 5ebf66748b [FEAT][ROCm] Integrate Fused MoE Kernels from AITER (#14967)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-26 16:30:30 +08:00
2bb0e1a799 [Bugfix][ROCm] running new process using spawn method for rocm in tests. (#14810)
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-03-17 11:33:35 +00:00