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95 Commits

Author SHA1 Message Date
22quinn
5c9b807b34
[Core] Add reload_weights RPC method (#20096) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-07-23 14:24:52 -07:00
Lucas Wilkinson
304dce7ec0
[Attention] Clean up iRoPE in V1 (#21188) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-07-21 09:10:30 -07:00
Cyrus Leung
042af0c8d3
[Model][1/N] Support multiple poolers at model level (#21227) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-21 02:22:21 -07:00
Chengji Yao
3a1d8940ae
[TPU] support fp8 kv cache quantization (#19292) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-07-20 03:01:00 +00:00
Cyrus Leung
45badd05d0
[Core] Set pooling params based on task and model (#21128) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-18 05:41:17 -07:00
Roger Wang
ba2dfbb0c2
[Misc] Make MM embedding merge interface explicit in model runner (#21147) 
Signed-off-by: Roger Wang <hey@rogerw.me>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-07-18 07:13:57 +00:00
Chengji Yao
85431bd9ad
[TPU] fix kv_cache_update kernel block size choosing logic (#21007) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-07-16 04:39:48 +00:00
Peter Pan
1eb2b9c102
[CI] update typos config for CI pre-commit and fix some spells (#20919) 
Signed-off-by: Peter Pan <Peter.Pan@daocloud.io>
 2025-07-15 21:12:40 -07:00
Yifei Teng
c586b55667
[TPU] Optimize kv cache update kernel (#20415) 
Signed-off-by: Yifei Teng <tengyifei88@gmail.com>
 2025-07-15 03:56:43 -07:00
wangxiyuan
1e9438e0b0
[MISC] Move bind_kv_cache to worker module (#20900) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-07-14 09:40:00 +00:00
22quinn
8632e831ba
[Core] Add update_config RPC method (#20095) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-07-14 00:49:18 +00:00
Chenyaaang
fdfd409f8f
[TPU][Core]Make load weight exceed hbm error more instructive for customers (#20644) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-07-10 07:01:17 +00:00
Chengji Yao
7da296be04
[TPU] kv cache update kernel supports dynamic grid (#20235) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-07-02 06:33:37 +00:00
Woosuk Kwon
2863befce3
[Optimization] Use Shared CachedRequestData Instance Across All Requests (#20232) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-06-30 09:07:50 -07:00
Chengji Yao
04e1642e32
[TPU] add kv cache update kernel (#19928) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-06-26 10:01:37 -07:00
Chenyaaang
2d7620c3eb
[TPU] Add TPU specific var VLLM_TPU_MOST_MODEL_LEN (#19919) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-06-25 15:51:02 -07:00
Maximilien de Bayser
799397ee4f
Support embedding models in V1 (#16188) 
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
Co-authored-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-18 21:36:33 -07:00
afeldman-nm
19a53b2783
[V1] Decouple GPU and TPU InputBatch (#19778) 
Signed-off-by: Andrew Feldman <afeldman@redhat.com>
 2025-06-18 06:38:13 +00:00
汪志鹏
cefdb9962d
[Fix] The zip function in Python 3.9 does not have the strict argument (#19549) 
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
 2025-06-13 14:57:48 +08:00
Nick Hill
46ecc57973
[BugFix] Fix tpu_model_runner block_id concatenation (#19228) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-06-06 16:28:17 -07:00
Chengji Yao
0d49483ea9
[TPU] fix kv cache dtype in model runner (#19244) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-06-06 16:20:16 +08:00
Chen Zhang
f8a1a2d108
[v1] Hybrid Memory Allocator (#17996) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-05 20:47:09 -07:00
Lukas Geiger
1409ef9134
[Core] Cast multimodal input in hf processor (#18862) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-06-03 20:24:56 -07:00
Chen Zhang
6cac54f4d1
[v1] Re-init input batch for multiple kv cache groups (#18654) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-06-03 21:41:36 +00:00
Yong Hoon Shin
bdf13965ab
[V1] Support cross-layer KV sharing (#18212) 
Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
 2025-06-03 20:33:07 +00:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Siyuan Liu
9112b443a0
[Hardware][TPU] Initial support of model parallelism with single worker using SPMD (#18011) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
Co-authored-by: Hossein Sarshar <hossein.sarshar@gmail.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-06-03 00:06:20 +00:00
22quinn
9760fd8f6a
[Core] Support inplace model weights loading (#18745) 
Signed-off-by: 22quinn <33176974+22quinn@users.noreply.github.com>
 2025-06-02 17:38:50 +08:00
Carol Zheng
fba02e3bd1
[Bugfix][TPU] Fix tpu model runner testcase failure (#18810) 
Signed-off-by: Carol Zheng <cazheng@google.com>
 2025-05-30 18:04:03 +08:00
Akshat Tripathi
643622ba46
[Hardware][TPU][V1] Multi-LoRA Optimisations for the V1 TPU backend (#15655) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Signed-off-by: xihajun <junfan@krai.ai>
Signed-off-by: Jorge de Freitas <jorge.de-freitas22@imperial.ac.uk>
Signed-off-by: Jorge de Freitas <jorge@krai.ai>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: xihajun <junfan@krai.ai>
Co-authored-by: Jorge de Freitas <jorge.de-freitas22@imperial.ac.uk>
Co-authored-by: Jorge de Freitas <jorge@krai.ai>
 2025-05-28 19:59:09 +00:00
Cyrus Leung
696259ca01
[Core] Automatically cast multi-modal input dtype (#18756) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-27 23:45:48 +08:00
Chen Zhang
6550114c9c
[v1] Redo "Support multiple KV cache groups in GPU model runner (#17945)" (#18593) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-23 09:39:47 -07:00
Mark McLoughlin
bb0a311213
Revert "[v1] Support multiple KV cache groups in GPU model runner (#17945) (#18459) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-21 10:25:23 -07:00
Chen Zhang
e60f550b38
[v1] Support multiple KV cache groups in GPU model runner (#17945) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-14 18:54:54 -07:00
Roger Wang
6e27c6d86b
[Misc] Remove unused numpy tensor (#18084) 
Signed-off-by: Roger Wang <hey@rogerw.me>
 2025-05-13 19:33:40 -07:00
Siyuan Liu
430783018c
[Bugfix][TPU] Use np array when updating cache slot_mapping (#17971) 
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
 2025-05-12 12:58:33 +08:00
Chen Zhang
950751a987
[v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders (#17483) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-10 16:12:04 -07:00
Akshat Tripathi
c20ef40fd0
[Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend (#14238) 
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
 2025-05-07 16:28:47 -04:00
Chen Zhang
cba31c47c4
[v1] AttentionMetadata for each layer (#17394) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-05-06 07:58:37 -07:00
Nicolò Lucchesi
5941e0b7ea
[TPU][V1] Add support for top-logprobs (#17072) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-05-05 14:20:15 -07:00
Chen Zhang
24e6ad3f16
[V1] Remove num_input_tokens from attn_metadata (#17193) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-29 09:28:41 -07:00
Chen Zhang
838cedade7
[Bugfix] Get a specific type of layer from forward context (#17222) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-04-27 00:58:05 -07:00
Nick Hill
df6f3ce883
[Core] Remove prompt string from engine core data structures (#17214) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-04-25 23:41:05 -07:00
Yong Hoon Shin
32d4b669d0
[BugFix][V1] Fix int32 token index overflow when preparing input ids (#16806) 2025-04-23 12:12:35 -07:00
Chenyaaang
83d933718c
[Core][V1][TPU] Enable structured decoding on TPU V1 (#16499) 
Signed-off-by: Chenyaaang <chenyangli@google.com>
 2025-04-22 18:05:23 -06:00
Nicolò Lucchesi
210207525e
[TPU][V1] Capture multimodal encoder during model compilation (#15051) 
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Siyuan Liu <lsiyuan@google.com>
 2025-04-21 18:36:59 -06:00
Nicolò Lucchesi
eb5819b2d9
[V1][TPU] Enable Top K (#15489) 
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Hyesoo Yang <hyeygit@gmail.com>
Co-authored-by: Hyesoo Yang <hyeygit@gmail.com>
 2025-04-17 18:18:11 +00:00
Nicolò Lucchesi
5989f4684d
[TPU][V1] Fix padding recompilation when max-num-batched-tokens is not even (#16726) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-17 18:09:57 +00:00
Chengji Yao
1eb3c2ed48
[DOC][TPU] Add core idea about avoiding recompilation after warmup (#16614) 
Signed-off-by: Chengji Yao <chengjiyao@google.com>
 2025-04-14 21:56:06 +00:00
Nicolò Lucchesi
b3f2fddd17
[TPU][V1] Fix exponential padding when max-num-batched-tokens is not a power of 2 (#16596) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-14 17:01:05 +00:00