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1748 Commits

Author SHA1 Message Date
Hashem Hashemi
5a499e70d5
[Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs (#17071) 
Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
 2025-05-07 22:34:49 -07:00
Bowen Bao
db593aa67f
[Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Yong Hoon Shin
98c89e16ff
Make key optional for rotary embedding (#17566) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-05-07 00:11:46 -07:00
Satyajith Chilappagari
043e4c4955
Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling (#16357) 
Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
 2025-05-07 00:07:30 -07:00
Jee Jee Li
ba7703e659
[Misc] Remove qlora_adapter_name_or_path (#17699) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-06 23:10:37 -07:00
Wanrui Dai
f80ae5bdcf
[Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-05-06 23:10:02 -07:00
Szymon Ożóg
1a45a61387
[Kernel] GGUF MoeVec kernel (#16780) 
Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2025-05-06 23:07:23 -07:00
Isotr0py
c3e9d5060e
[Misc] Use apply_rotary_emb from vllm_flash_attn for Qwen2-VL vision RoPE (#17726) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-07 04:51:33 +00:00
Jee Jee Li
822de7fb94
[Misc] Split model loader (#17712) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-05-07 12:42:26 +08:00
Michael Goin
e50a1f1a9c
[TPU] Add kernel test for moe_pallas (#17496) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
 2025-05-06 17:59:57 -07:00
Chih-Chieh Yang
18dd5e01f2
[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels (#17146) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
 2025-05-06 17:59:30 -07:00
Hongxia Yang
ed3a1d2106
[ROCm] fix num_stages for default moe config to avoid triton OutOfResource error (#17744) 
Signed-off-by: Hongxia Yang <hongxia.yang@amd.com>
 2025-05-07 00:39:48 +00:00
Mengqing Cao
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder (#17446) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2025-05-06 17:53:09 +08:00
Stan Wozniak
999328be0d
[Model] Add GraniteMoeHybrid 4.0 model (#17497) 
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
 2025-05-06 12:00:31 +08:00
Jinzhen Lin
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin (#16850) 
Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
 2025-05-05 09:39:30 -07:00
Harry Mellor
d6484ef3c3
Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
rasmith
e3d0a1d190
[Quantizaton] [AMD] Add support for running DeepSeek int8 w8a8 MoE on ROCm (#17558) 
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
 2025-05-02 21:41:10 -07:00
Eric Hartford
9b103a1d76
fix typo in logging (#17605) 2025-05-02 18:04:40 -07:00
Xiaodong Wang
9352cdb56d
[Hardware][AMD] Improve OAM device ID + llama4 Maverick MOE tuning (#16263) 
Signed-off-by: Lu Fang <lufang@fb.com>
Co-authored-by: Lu Fang <lufang@fb.com>
 2025-05-02 19:44:19 +00:00
Caleb_Du
3e887d2e0c
permute/unpermute kernel for moe optimization (#14568) 
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
 2025-05-02 11:31:55 -07:00
Michael Goin
868c546da4
Support W8A8 INT8 MoE for compressed-tensors (#16745) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-02 10:03:32 -04:00
Andrew Sansom
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings (#15428) 
Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 01:06:39 -07:00
Jerry Zhang
109e15a335
Add pt_load_map_location to allow loading to cuda (#16869) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-05-01 23:23:42 -07:00
Michael Goin
f192ca90e6
Fix PixtralHF missing spatial_merge_size (#17571) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-01 22:14:09 -07:00
Michael Goin
b4003d11fc
Check if bitblas is installed during support check (#17572) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-02 04:32:54 +00:00
Lucas Wilkinson
afcb3f8863
[Attention] MLA move o_proj q_proj into cuda-graph region (#17484) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2025-05-02 03:16:26 +00:00
Michael Goin
24aebae177
[Bugfix] Disable gptq_bitblas for <SM80 to fix GPTQ on V100/T4 (#17541) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-01 17:59:35 -07:00
qizixi
39c0813a7f
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE3 (#17504) 
Signed-off-by: qizixi <qizixi@meta.com>
 2025-05-01 16:19:30 -07:00
sstamenk
04f2cfc894
Remove duplicate code from dbrx.py (#17550) 2025-05-01 11:51:58 -07:00
Isotr0py
88c8304104
[Model] Refactor Ovis2 to support original tokenizer (#17537) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-01 11:00:53 -07:00
Chauncey
98060b001d
[Feature][Frontend]: Deprecate --enable-reasoning (#17452) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-05-01 06:46:16 -07:00
TJian
f5a3c655b2
[FEAT] [ROCm]: Add Qwen/Qwen3-235B-A22B-FP8 TP4 triton fused moe config (#17535) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-05-01 06:37:17 -07:00
TJian
2007d4d54f
[FEAT] [ROCm]: Add Qwen/Qwen3-30B-A3B-FP8 fused moe config for MI300X (#17530) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-05-01 06:03:13 -07:00
Alexei-V-Ivanov-AMD
7ab643e425
FIxing the AMD test failures caused by PR#16457 (#17511) 
Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>
 2025-04-30 23:23:07 -07:00
Cyrus Leung
afb4429b4f
[CI/Build] Reorganize models tests (#17459) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-30 23:03:08 -07:00
NaLan ZeYu
1144a8efe7
[Bugfix] Temporarily disable gptq_bitblas on ROCm (#17411) 
Signed-off-by: Yan Cangang <nalanzeyu@gmail.com>
 2025-04-30 19:51:45 -07:00
Gregory Shtrasberg
08fb5587b4
[Bugfix][ROCm] Fix import error on ROCm (#17495) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-04-30 19:51:42 -07:00
Alex Brooks
02bd654846
[Misc] Rename Audios -> Audio in Qwen2audio Processing (#17507) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-04-30 19:51:36 -07:00
Aaron Pham
da4e7687b5
[Fix] Support passing args to logger (#17425) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2025-04-30 08:06:58 -07:00
Chauncey
1534d389af
[Misc] Remove deprecated files (#17447) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
 2025-04-30 01:52:19 -07:00
Lu Fang
ece5a8b0b6
Make the _apply_rotary_emb compatible with dynamo (#17435) 2025-04-30 07:52:48 +00:00
Marco
54072f315f
[MODEL ADDITION] Ovis2 Model Addition (#15826) 
Signed-off-by: Marco <121761685+mlinmg@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-04-30 07:33:29 +00:00
Michael Goin
a44c4f1d2f
Support LoRA for Mistral3 (#17428) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-04-29 21:10:30 -07:00
Harry Mellor
d1f569b1b9
Fix call to logger.info_once (#17416) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 19:39:18 -07:00
Harry Mellor
13698db634
Improve configs - ModelConfig (#17130) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-30 10:38:22 +08:00
Bryan Lu
70788bdbdc
[V1][Spec Decode] Apply torch.compile & cudagraph to EAGLE (#17211) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-29 21:10:00 +00:00
Harry Mellor
a6977dbd15
Simplify (and fix) passing of guided decoding backend options (#17008) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-04-29 19:02:23 +00:00
Isotr0py
2fa2a50bf9
[Bugfix] Fix Minicpm-O-int4 GPTQ model inference (#17397) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-04-29 18:21:42 +00:00
Qiming Zhang
d3cf61b89b
fix gemma3 results all zero (#17364) 
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
 2025-04-29 09:40:25 -07:00
a2q1p
0ed27ef66c
Fix: Spelling of inference (#17387) 2025-04-29 09:23:39 -07:00