Commit Graph
91 Commits
Author SHA1 Message Date
02aa10539f [Bugfix][ModelLoader] Make enable_weights_track check quantized layers (#57108)
Signed-off-by: siliangchen-amd <SiLiang.Chen@amd.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
2026-10-10 10:44:06 +08:00
Ning XieandSimon Mo a0f28d73a8 [sharded state loader] support pp in sharded state loader (#52110)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2026-10-09 11:08:31 -07:00
9f3d70e081 [Quantization] Enable shared expert fusion compatibility with online shared_expert quantization (showcase: along Quark MXFP4 routed experts) (#55686)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-10-08 12:04:46 -04:00
Harry MellorandClaude Opus 5.5 21d9758459 Remove Python 3.10 support now that it is EOL (#60402)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-08 02:30:52 -07:00
MattandClaude Opus 5.5 9dba339d07 [Bugfix][ROCm] Keep MLA derived weights in place on weight reload (#60389)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
2026-10-07 20:38:06 -05:00
f38c6778ce [quantization] Add per-token NVFP4 quantization MoE support for ReLU2 (#56740)
Signed-off-by: Xuanteng Huang <xuantengh@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-10-07 22:01:09 +00:00
e572e02d21 [UX] Skip checkpoint shards an MTP head does not load (#60152)
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 15:16:19 -04:00
c83935b300 [Bugfix][Model Loader] Support reload_weights with runai_streamer load format (#58124)
Signed-off-by: Viktor Koukouliev <vkoukouliev@nvidia.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-10-07 14:04:35 +00:00
Harry MellorandClaude Opus 5.5 fc2c801ad9 Disable mypy arg-type and assignment checks in tests (#59428)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-09-30 15:18:50 +00:00
42d9f8ccdb support rl feature : weight checker (#51350)
Signed-off-by: shiyuan680 <yangcheng104@huawei.com>
Signed-off-by: Ronald1995 <ronaldautomobile@163.com>
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: shiyuan680 <yangcheng104@huawei.com>
Co-authored-by: Ronald1995 <ronaldautomobile@163.com>
Co-authored-by: DeepSeek Harness <noreply@deepseek.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-09-30 03:13:43 +00:00
f5ed3d9c03 [Fast Start] Charge daemon-held weights against gpu_memory_utilization (#57298)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Xun Sun <UNIDY2002@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Xun Sun <UNIDY2002@outlook.com>
2026-09-29 17:58:35 +00:00
af5b4857e1 [Fast Start] Support PP (#55477)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Xun Sun <UNIDY2002@outlook.com>
2026-09-29 09:37:43 +00:00
Xun SunandIsotr0py e7900156e1 [Fast Start] Add /health endpoint for the weight cache daemon (#58552)
Signed-off-by: Xun Sun <UNIDY2002@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-27 17:48:54 +00:00
Isotr0py 24928a4d62 [UX][Frontend] Introduce vllm preload cli for fast restart (#56680)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-09-25 06:56:39 +00:00
fxmarty-amdmgoinmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
90a9515006 [Cleanup] Remove online quantization support in fp8.py in favor of online shorthands (#53585)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-09-24 12:48:14 -07:00
Xun Sun e773247f8a [Fast Start] Wait for weight cache daemon readiness (#58370) 2026-09-24 19:18:04 +00:00
1291bdb85e [EPD][Model Loader] Skip language-model checkpoint shards for --mm-encoder-only (#58086)
Signed-off-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: grYe99 <guorongye99@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2026-09-24 00:41:15 -07:00
siyuandIsotr0py c024cfdb02 [Fast Start] Support data parallelism in the weight cache daemon (#57386)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-22 18:19:40 +00:00
siyuandIsotr0py c723a831a8 [Fast Start] Cache the MTP draft model in a separate daemon group (#57312)
Signed-off-by: liusy58 <mg21330037@smail.nju.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-22 03:13:38 +00:00
Misha GoinandErinYin e5fce7b56b [Core][Kernel] Share persistent workspaces for Marlin and Humming (#57421)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: ErinYin <liang.yin@daocloud.io>
2026-09-20 17:28:33 +08:00
b2f2bd71ba [CI][Bugfix] Add tp_shard_with_padding to padded MoE reload test mock (#57402)
Signed-off-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com>
Co-authored-by: kimi-no-na-wa <kimi-no-na-wa@users.noreply.github.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-09-17 13:02:24 -04:00
78fdf4efb8 [Bugfix][MoE] Convert FlashInfer BF16 weights in place (#54699)
Signed-off-by: Yuchen Wang <93700456+yuchenwang3@users.noreply.github.com>
Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
2026-09-17 22:00:04 +08:00
Harry MellorandClaude Opus 5 651a88c09a [CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 10:57:24 -07:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-09-16 16:44:29 +00:00
aoshen02 eb61707851 [Bugfix] Fix stale HPC QK-norm weights after weight refit (#56706)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
2026-09-14 21:34:41 -07:00
Isotr0py dbf49dad11 [Fast Start] Use GPU uuid as socket folder identifier (#56669)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-09-14 06:28:13 +00:00
siyuandIsotr0py 73fb19151f [Fast Start] Support fp4 (#55465)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-10 13:22:17 +00:00
Qiming Zhang 49632fb3ac [CI][XPU] Reject CUDA-IPC weight cache on non-CUDA/ROCm platforms (#56010)
Signed-off-by: mayuyuace <qiming1.zhang@intel.com>
2026-09-10 14:05:07 +08:00
Roderick Wuandmgoin 2c9d68f80b [Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2026-09-08 12:45:12 -07:00
a69e75b9b6 Fast Start (#54921)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: liusy58 <liusy58@smail.nju.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-09-04 06:32:06 -07:00
Stellar鱼 5182f2705b [CI/Build] Use file rendezvous for UniProc loader fixtures (#52367)
Signed-off-by: yu-xin-c <2182712990@qq.com>
2026-08-29 11:53:04 +08:00
Wyett b26039b09f Add routed expert loading for gpt-oss (#52209)
Signed-off-by: Wyett <wyettzeng@gmail.com>
Signed-off-by: wyett <wyettzeng@gmail.com>
2026-08-23 17:59:08 +08:00
Shuolei Wangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 236f78cc5c [Core][RL] Support sparse checkpoint updates through native weight loaders (#50723)
Signed-off-by: Shuolei Wang <shuoleiwang123@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-22 17:39:58 +00:00
Harry Mellor f0c14b4f77 Fix weight tying (#51665)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-20 10:31:55 +00:00
aoshen02andCodex f2906b492e [Bugfix] Avoid repeated layerwise reload warning scans (#49505)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
2026-08-12 13:53:50 +08:00
Richard Zou cb30f6f8dd [Testing] Fix test_sharded_state_loader (#51736)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-08-11 21:16:09 +00:00
aoshen02andRoger Wang 99e62b802c [Bugfix][Model Loader] Defer post-load attention weight processing (#49519)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-08-10 19:16:57 -07:00
aoshen02andaoshen02 7153fd70f6 [Bugfix][MoE] Filter packed expert weights during EP loading (#49558)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
2026-08-04 16:32:03 +00:00
Ryan ClarkandClaude Fable 5 68fb303a41 [Bugfix] Preserve Marlin runtime tensor storage across weight reload (#48438)
Signed-off-by: Ryan Clark <ryanclark2k@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-30 14:50:03 -07:00
Andreas KaratzasandOpenAI Codex 30e333ca5f [Bugfix] Shut down private Tensorizer engines (#49840)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-30 12:33:22 -07:00
Harry MellorandClaude Opus 5 9321aff536 [Bugfix] Wait for the linear bias before layerwise online processing (#49805)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-07-25 17:56:32 +00:00
Harry Mellor 9a50464698 [CI] Stop flaky test from downloading model every time (#49800)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-07-25 13:29:36 +00:00
Harry MellorandAndreas Karatzas ca0defa343 Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-07-25 04:18:39 -07:00
aoshen02andaoshen02 ba18929079 [Bugfix][SpecDecode] Scope MTP completeness checks outside bucketed updates (#49178)
Signed-off-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
2026-07-21 18:56:39 -07:00
Michael GoinandOpenAI Codex cc25f028b7 [Loader] Improve InstantTensor loading (#46868)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-07-17 16:30:02 -04:00
JoanandDakai An 0bd6b85a1f [Bugfix] Preserve unloaded non-persistent buffers during layerwise reload (#44371)
Signed-off-by: Joan Velja <joan.velja22@gmail.com>
Co-authored-by: Dakai An <77474977+andakai@users.noreply.github.com>
2026-07-14 17:46:29 -07:00
85c09e9885 fix: correct load_weights track logic and enable weight integrity for… (#41811)
Signed-off-by: Yipeng Hu <i26268@metax-tech.com>
Signed-off-by: HuYiPeng <144002351+MynameFelix@users.noreply.github.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Yipeng Hu <i26268@metax-tech.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
2026-07-10 14:08:20 +00:00
Ting SUN 91b5647300 [Bugfix][Model] Allow Run:ai memory_limit sentinel values (#47337)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
2026-07-05 00:08:34 +00:00
Chaojun Zhang ea9ddf59fc [XPU][CI] Enable shared loader test (#45977)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
2026-06-30 11:20:33 +00:00
Ting SUN 9d4b87f4f0 [Bugfix][Model] Validate DefaultModelLoader / LoadConfig and fail with clear errors (#45196)
Signed-off-by: Ting Sun <suntcrick@gmail.com>
2026-06-17 21:46:33 +00:00