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8f4a1c9a04
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[Misc] Improve code readability of KVCacheManager (#21673)
Signed-off-by: tanruixiang <tanruixiang0104@gmail.com>
Signed-off-by: Ruixiang Tan <819464715@qq.com>
Signed-off-by: GitHub <noreply@github.com>
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2025-07-30 07:20:43 -07:00 |
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755fa8b657
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[KVCache] Make KVCacheSpec hashable (#21791)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-07-29 19:58:29 +08:00 |
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86ae693f20
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[Deprecation][2/N] Replace --task with --runner and --convert (#21470)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-07-27 19:42:40 -07:00 |
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fc5f756db4
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[v1][Core] Clean up usages of SpecializedManager (#21407)
Signed-off-by: Zhou Fang <fang.github@gmail.com>
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2025-07-24 00:40:11 -07:00 |
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a1f3610fc6
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[Core] Add basic unit test for maybe_evict_cached_block (#21400)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-07-23 00:02:02 -07:00 |
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ed25054577
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[Core] Introduce popleft_n and append_n in FreeKVCacheBlockQueue to further optimize block_pool (#21222)
Signed-off-by: Jialin Ouyang <Jialin.Ouyang@gmail.com>
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2025-07-22 06:17:47 -07:00 |
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d97841078b
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[Misc] unify variable for LLM instance (#20996)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-07-21 12:18:33 +01:00 |
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9a9fda1423
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[Core] Support Local Chunked Attention for Hybrid KV Cache (#19351)
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Lu Fang <fanglu@meta.com>
Signed-off-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Lu Fang <fanglu@meta.com>
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2025-07-18 20:48:38 -07:00 |
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0f199f197b
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[Core] Avoid KVCacheBlock.__eq__ invocations in FreeKVCacheBlockQueue (#21005)
Signed-off-by: Jialin Ouyang <jialino@meta.com>
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2025-07-18 12:34:40 -07:00 |
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d4d309409f
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Implement Async Scheduling (#19970)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-07-14 23:01:46 -07:00 |
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66f6fbd393
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[Prefix Cache] Add reproducible prefix-cache block hashing using SHA-256 + CBOR (64bit) (#20511)
Signed-off-by: Maroon Ayoub <maroon.ayoub@ibm.com>
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2025-07-14 02:45:31 +00:00 |
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f45a332886
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[Sched] Enhance the logic to remove stopped requests from queues (#20739)
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2025-07-12 15:33:13 -07:00 |
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4a98edff1f
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[Structured Outputs][V1] Skipping with models doesn't contain tokenizers (#20365)
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Nick Hill <nhill@redhat.com>
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2025-07-04 15:05:49 +08:00 |
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2863befce3
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[Optimization] Use Shared CachedRequestData Instance Across All Requests (#20232)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-06-30 09:07:50 -07:00 |
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4a0f7888a3
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[Core] feat: Implement Priority Scheduling in V1 Engine (#19057)
Signed-off-by: amit <amit.man@gmail.com>
Co-authored-by: Roger Wang <Rogerw0108@gmail.com>
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2025-06-22 20:18:08 -07:00 |
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799397ee4f
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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>
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2025-06-18 21:36:33 -07:00 |
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c9280e6346
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[Bugfix] Respect num-gpu-blocks-override in v1 (#19503)
Signed-off-by: Jon Swenson <jmswen@gmail.com>
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2025-06-12 11:00:23 +00:00 |
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646d62f636
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[Core] Use tuple for kv cache group block ids (#19175)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-06-10 07:01:17 +02:00 |
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f8a1a2d108
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[v1] Hybrid Memory Allocator (#17996)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-05 20:47:09 -07:00 |
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a8da78eac9
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[Bugfix] Max concurrency estimation and check_enough_kv_cache_memory for models with sliding window layers (#19029)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-04 00:14:06 +00:00 |
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b5fd9506c1
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[Bugfix] get_num_blocks_to_allocate with null_block (#19031)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-03 15:30:55 -07:00 |
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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f32fcd9444
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[v1][KVCacheManager] Rename BlockHashType to BlockHash (#19015)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-06-03 08:01:48 +00:00 |
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2dbe8c0774
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[Perf] API-server scaleout with many-to-many server-engine comms (#17546)
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2025-05-30 08:17:00 -07:00 |
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6550114c9c
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[v1] Redo "Support multiple KV cache groups in GPU model runner (#17945)" (#18593)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-23 09:39:47 -07:00 |
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b046cf792d
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[Feature][V1]: suupports cached_tokens in response usage (#18149)
Co-authored-by: simon-mo <xmo@berkeley.edu>
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2025-05-23 01:41:03 -07:00 |
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bb0a311213
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Revert "[v1] Support multiple KV cache groups in GPU model runner (#17945) (#18459)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
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2025-05-21 10:25:23 -07:00 |
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420caf7557
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[UT] Add ut for none hash (#17892)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-05-15 13:28:11 +08:00 |
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e60f550b38
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[v1] Support multiple KV cache groups in GPU model runner (#17945)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-14 18:54:54 -07:00 |
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f2ae883b67
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[v1][KVCacheManager] pass num_new_computed_tokens to kv cache manager (#18001)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-13 19:09:39 -07:00 |
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f0d610a8ae
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[v1][KVCacheManager] Avoid full cache hit by controlling max_length (#17999)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-05-13 06:50:38 +00:00 |
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d19110204c
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[P/D] NIXL Integration (#17751)
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
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2025-05-12 09:46:16 -07:00 |
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ca66a1674c
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[v1] Rename specialized_manager.py to single_type_kv_cache_manager.py (#17946)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-10 16:14:12 -07:00 |
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200da9a517
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[v1] Move block management logic from KVCacheManager to SpecializedManager (#17474)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-09 15:25:34 +00:00 |
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d310e6de98
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[BUGFIX]: return fast when request requires prompt logprobs (#17251)
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2025-05-08 21:25:41 -07:00 |
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aabcd2cae3
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[v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager (#17479)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-05-06 08:50:34 -07:00 |
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d6484ef3c3
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Add full API docs and improve the UX of navigating them (#17485)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-05-03 19:42:43 -07:00 |
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c777df79f7
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[BugFix] Fix Memory Leak (#17567)
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
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2025-05-02 01:07:03 -07:00 |
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81ecf425f0
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[v1][Spec Decode] Make sliding window compatible with eagle prefix caching (#17398)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-04-30 18:25:53 +00:00 |
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0be6d05b5e
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[V1][Metrics] add support for kv event publishing (#16750)
Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
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2025-04-30 07:44:45 -07:00 |
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77073c77bc
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[Core] Prevent side-channel attacks via cache salting (#17045)
Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
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2025-04-30 20:27:21 +08:00 |
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20e489eaa1
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[V1][Spec Decode] Make eagle compatible with prefix caching. (#17137)
Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
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2025-04-27 09:29:43 -07:00 |
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fd11a325b8
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[MISC] rename interval to max_recent_requests (#14285)
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2025-04-26 16:59:18 +00:00 |
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df6f3ce883
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[Core] Remove prompt string from engine core data structures (#17214)
Signed-off-by: Nick Hill <nhill@redhat.com>
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2025-04-25 23:41:05 -07:00 |
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340d7b1b21
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[V1][Spec Decoding] Add num_drafts and num_accepted_tokens_per_position metrics (#16665)
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
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2025-04-24 08:57:40 -07:00 |
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c0dfd97519
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[V1][PP] Optimization: continue scheduling prefill chunks (#17080)
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
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2025-04-24 05:27:08 -07:00 |
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c4ab9f3e71
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[V1] Remove pre-allocation for KV cache (#16941)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-04-22 00:52:18 -07:00 |
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3a0fba5cf4
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[V1][Spec Decode] Handle draft tokens beyond max_model_len (#16087)
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-04-21 12:38:50 -07:00 |
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d9737ca1c6
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[V1][Misc] stop update prefix cache stats when logs_stats is disabled (#16460)
Signed-off-by: vie-serendipity <2733147505@qq.com>
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2025-04-19 02:25:19 -07:00 |
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3408e47159
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[P/D][V1] KV Connector API V1 (#15960)
Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: remi <remi@mistral.ai>
Co-authored-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Rémi Delacourt <54138269+Flechman@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
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2025-04-17 13:22:40 -07:00 |
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