Commit Graph
301 Commits
Author SHA1 Message Date
DefTruth e9528f6dc6 [Kernel] support merge_attn_states CUDA kernel, 3x speedup (#16173)
Signed-off-by: DefTruth <qiustudent_r@163.com>
2025-04-11 06:50:50 -06:00
yihong 04149cce27 [BugFix] fix some typos found by typos. (#16314)
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2025-04-09 03:43:59 -07:00
yihong 819d548e8a [BugFix] logger is not callable (#16312)
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2025-04-09 00:59:02 -07:00
2976dc27e9 [Bug] [ROCm] Fix Llama 4 Enablement Bug on ROCm: V0 ROCmFlashAttentionImpl and Triton Fused MoE bugs (#16198)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Hongxia Yang <hongxia.yang@amd.com>
Co-authored-by: kliuae <kuanfu.liu@embeddedllm.com>
2025-04-08 19:12:34 -07:00
Yong Hoon Shin 05a015d6a5 Add warning for Attention backends that do not support irope yet (#16212) 2025-04-08 03:59:26 +00:00
Lucia Fang 620fc2d09e [Model] fix model testing for TeleChat2ForCausalLM and V0 llama4 (#16112)
Signed-off-by: Lu Fang <fanglu@fb.com>
2025-04-05 21:23:40 -07:00
Gregory Shtrasberg 40a36ccfeb [ROCm][Bugfix] Use platform specific FP8 dtype (#15717)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-04-04 09:40:20 -07:00
Liangfu Chen d2b58ca203 [Neuron][kernel] Fuse kv cache into a single tensor (#15911)
Signed-off-by: Liangfu Chen <liangfc@amazon.com>
2025-04-03 09:51:32 -07:00
e73ff24e31 [ROCM][KERNEL] Paged attention for V1 (#15720)
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com>
Signed-off-by: root <root@banff-cyxtera-s65-4.amd.com>
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com>
Co-authored-by: root <root@banff-cyxtera-s65-4.amd.com>
2025-04-02 19:48:00 -07:00
Gregory Shtrasberg ecff8309a3 [ROCm] Env variable to trigger custom PA (#15557)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-03-26 22:46:12 -07:00
cyyever 1aa162e030 Apply torchfix (#15532)
Signed-off-by: cyy <cyyever@outlook.com>
2025-03-26 12:09:06 +00:00
Lucas Wilkinson 33437bc6e7 [BugFix] Fix nightly MLA failure (FA2 + MLA chunked prefill, i.e. V1, producing bad results) (#15492)
Signed-off-by: LucasWilkinson <lwilkinson@neuralmagic.com>
2025-03-25 20:33:22 -07:00
Thien Tran 4f044b1d67 [Kernel][CPU] CPU MLA (#14744)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
2025-03-25 09:34:59 +00:00
Lucas Wilkinson dccf535f8e [V1] Enable V1 Fp8 cache for FA3 in the oracle (#15191)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-03-23 15:07:04 -07:00
Russell Bryant b877031d80 Remove openvino support in favor of external plugin (#15339)
Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-03-22 14:06:39 -07:00
Nicolò Lucchesi cfbb8c930f [TPU][V1] MHA Pallas backend (#15288)
Signed-off-by: NickLucche <nlucches@redhat.com>
2025-03-21 08:50:39 -07:00
Travis Johnson 0032903a5b [Bugfix] detect alibi and revert to FA2 (#15231)
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
2025-03-20 19:20:16 -07:00
Mickaël Seznec a597a57595 [Attention] Flash Attention 3 - fp8 (#14570)
Signed-off-by: Mickael Seznec <mickael@mistral.ai>
2025-03-20 01:14:20 -04:00
Li, Jiang a2ae496589 [CPU] Support FP8 KV cache (#14741)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2025-03-14 22:07:36 -07:00
Lucas Wilkinson 9532c49836 [Attention] MLA get rid of materialization (#14770)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-03-13 23:39:02 -07:00
fb4c7f8ef0 [Kernel] [V1] Further optimizations to ROCm (Triton) Backend to better handle GQA. (#14431)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Jan van Lunteren <jvl@zurich.ibm.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chih-Chieh Yang <chih.chieh.yang@ibm.com>
2025-03-13 20:42:27 -07:00
TJian 916836bbfb [FEAT] [ROCm] [Embedding] Add encoder-only model support into ROCm Flash Attention to enable embedding models. (#14664)
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-03-12 09:31:19 -07:00
Sage Moore d9f83d6206 [ROCm] Enable chunked prefill/paged attention in MLA on ROCm (#14316)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-03-12 15:51:20 +00:00
Li, JiangandIsotr0py ff47aab056 [CPU] Upgrade CPU backend to torch-2.6 (#13381)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-03-12 10:41:13 +00:00
Yang.Tao 53056731fd fix some typos : supported_head_sizes (#14627) 2025-03-11 10:38:24 -07:00
Jeff Daily a1c8f3796c dynamic distpatch of fp8 kernels (#14245)
Signed-off-by: Jeff Daily <jeff.daily@amd.com>
2025-03-11 10:54:56 -04:00
Liangfu Chen c91b64f749 [neuron] add reshape_and_cache (#14391) 2025-03-10 18:37:29 -07:00
Harry Mellor 3b352a2f92 Correct capitalisation: VLLM -> vLLM (#14562)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-10 16:36:21 +00:00
Luka Govedič e1744502c2 [FP8] Refactor apply_fp8_linear and apply_fp8_linear_generic into an object (#14390)
Signed-off-by: luka <luka@neuralmagic.com>
2025-03-07 05:20:16 +00:00
Michael Goin 6832707e90 [V1][Bugfix] Standardize quantized kv cache rejection for attention backends (#14221)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-03-06 14:18:29 -08:00
Michael Goin 6b2ef5cd17 [Bug] Fix Attention when ignored in by quant_method (#14313)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-03-06 14:18:06 -08:00
Ying Zhong 9f1710f1ac Fix mla prefill context performance (#13897)
Signed-off-by: ZhongYingMatrix <zhongyingmatrix@gmail.com>
2025-03-06 09:35:49 -08:00
e642ec962c Add authors to license header. (#14371)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Jan van Lunteren <jvl@zurich.ibm.com>
2025-03-06 08:43:09 -08:00
Thomas Parnell 6bd1dd9d26 [Kernel] [V1] Improved performance for V1 Triton (ROCm) backend (#14152) 2025-03-06 07:39:16 -08:00
Pavani Majety ed6ea06577 [Hardware] Update the flash attn tag to support Blackwell (#14244) 2025-03-05 22:01:37 -08:00
Nicolò Lucchesi 5ee10e990d [Bugfix][CI] ALiBi test case in xformers multi_query_kv_attention (#11301) 2025-03-05 20:00:53 -08:00
Lucas WilkinsonandYing Zhong 4dacaa4a83 [BugFix] Fix prefix caching V0 MLA (#14255)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Ying Zhong <zhongyingmatrix@gmail.com>
2025-03-05 17:07:42 -08:00
Tyler Michael Smith 72c62eae5f [V1] EP/TP MoE + DP Attention (#13931) 2025-03-04 21:27:26 -08:00
TJian 848a6438ae [ROCm] Faster Custom Paged Attention kernels (#12348) 2025-03-03 09:24:45 -08:00
qli88 8294773e48 [core] Perf improvement for DSv3 on AMD GPUs (#13718)
Signed-off-by: qli88 <qiang.li2@amd.com>
2025-02-27 22:14:30 +00:00
Yang Chen 58d1b2aa77 [Attention] MLA support for V1 (#13789)
Signed-off-by: Yang Chen <yangche@fb.com>
2025-02-27 13:14:17 -05:00
Lucas Wilkinson f95903909f [Kernel] FlashMLA integration (#13747)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2025-02-27 10:35:08 +08:00
Harry Mellor 0ecdd98031 Add comments on accessing kv_cache and attn_metadata (#13887)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-02-26 18:41:02 +08:00
Sage Moore 1d35662e6d [ROCm] Disable chunked prefill/prefix caching when running MLA on non-cuda platforms (#13844)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-02-26 14:56:58 +08:00
Junlin Zhou 75e9d49796 [Bugfix] Initialize attention bias on the same device as Query/Key/Value (#13468) 2025-02-25 02:13:09 -08:00
Michael Goin 18e505930d [Bugfix] Support MLA for CompressedTensorsWNA16 (#13725)
Signed-off-by: mgoin <mgoin64@gmail.com>
2025-02-25 06:10:31 +00:00
wangxiyuan ab1091d5f2 [Misc][Attention][Quantization] init property earlier (#13733)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
2025-02-25 03:19:30 +00:00
cjackal 51010a1807 [Misc] set single whitespace between log sentences (#13771)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
2025-02-25 10:26:12 +08:00
Harry Mellor cdc1fa12eb Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -08:00
Andy Lo 322d2a27d6 [BugFix] Minor: logger import in attention backend (#13706)
Signed-off-by: Andy Lo <andy@mistral.ai>
2025-02-22 16:51:13 -08:00