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35 Commits

Author SHA1 Message Date
Benjamin Chislett
af3162d3aa [Spec Decode] Unified Parallel Drafting (#32887) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2026-02-05 12:37:18 -05:00
Eldar Kurtić
44f08af3a7 Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
 2026-01-22 13:29:57 -07:00
Hanjie Qiu
5f9679a43b [Spec Decode] Add support for EAGLE3 heads that do not use_aux_hidden_states (#27688) 
Signed-off-by: hjjq <hanjieq@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Co-authored-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-11-24 20:13:12 -05:00
Izzy Putterman
02f5903b84 Eagle: MM Cuda Graphs with MRope (#28896) 
Signed-off-by: Izzy Putterman <iputterman@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-19 15:01:05 -05:00
Shreyas Kulkarni
95ae50b7d1 [Quantization] [Eagle] Add complete quantization support to the draft model in Eagle (#28435) 
Signed-off-by: Shreyas Kulkarni <shreyas.gp269@gmail.com>
 2025-11-17 15:01:34 -08:00
Eldar Kurtić
e439c784fa Add support for Eagle with separate lm-head and embed_tokens layers (#28549) 
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
 2025-11-15 06:12:02 -08:00
Harry Mellor
97d1c99302 Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
Jee Jee Li
9d1c474704 [LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -08:00
Harry Mellor
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Lucas Wilkinson
29255cfc3b [Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-10-10 01:20:31 -04:00
Rahul Tuli
cf4cd6c24f Add: Support for multiple hidden layers in Eagle3 (#26164) 
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
 2025-10-09 07:30:50 +00:00
Rahul Tuli
05f6846ede Support llama3 eagle3 head with llama4 verifier (#25961) 
Signed-off-by: rahul-tuli <rtuli@redhat.com>
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
 2025-10-06 13:56:08 -04:00
Harry Mellor
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Rahul Tuli
145ac73317 [Bugfix][Speculative Decoding] Fix Eagle3 quantization config issue (#25883) 
Signed-off-by: Rahul Tuli <rtuli@redhat.com>
 2025-09-29 11:37:20 -04:00
Tyler Michael Smith
a5354b3ed2 [Bugfix][WideEP] Apply TP Attn + EP MoE fix to other models (#24982) 
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
 2025-09-27 14:22:28 +00:00
Cyrus Leung
27d7638b94 [Bugfix] Merge MM embeddings by index instead of token IDs (#16229) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-09-27 08:15:12 +00:00
WeiQing Chen
f1d53d150c [Multimodal][Speculative Decoding]Eagle Eagle3 mm support, enablement on qwen2.5vl (#22872) 
Signed-off-by: Junhong <liujunhong11@huawei.com>
Signed-off-by: Junhong Liu <98734602+LJH-LBJ@users.noreply.github.com>
Co-authored-by: Junhong <liujunhong11@huawei.com>
Co-authored-by: LJH-LBJ <98734602+LJH-LBJ@users.noreply.github.com>
 2025-09-27 03:35:47 +00:00
jiahanc
d5944d5146 [Speculators][Speculative Decoding] Fix gpt-oss eagle3 accuracy issue (#25406) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
 2025-09-23 15:44:35 -04:00
Woosuk Kwon
1c3ffdbecc [V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
whx
4a9375fe9d [Model] Pass param prefix to LLMHead (#24862) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-09-17 16:01:27 +08:00
vllmellm
8c54610265 [Bug] [Spec Dec]: Fix kv_cache dtype mismatch for Eagle3 drafter on FP8 target (#24505) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-09-16 04:45:38 +00:00
Wenlong Wang
53b42f4102 [BugFix][Spec Decode] Fix out-of-range index triggered by eagle3; re-enable test for LlamaForCausalLMEagle3 (#24392) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-09-09 21:24:23 -07:00
Dipika Sikka
dfbc1f8880 [Speculative Decoding] Add speculators config support (#21345) 2025-08-01 08:25:18 -04:00
zhiweiz
9e0726e5bf [Meta] Official Eagle mm support, first enablement on llama4 (#20788) 
Signed-off-by: morgendave <morgendave@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
 2025-07-31 10:35:07 -07:00
Benjamin Chislett
3465b87ef8 [Bugfix] Fix EAGLE vocab embedding construction for Llama 70B (#19033) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-06-05 19:10:08 -07:00
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
Benjamin Chislett
1bc86a3da1 [Bugfix] Fix EAGLE3 broken logits (#18909) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
 2025-05-31 19:58:07 -07:00
Benjamin Chislett
583507d130 [Spec Decode] Make EAGLE3 draft token ID mapping optional (#18488) 
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-22 20:17:39 -07:00
Mark McLoughlin
c6b636f9fb [V1][Spec Decoding] Use model_loader.get_model() to load models (#18273) 
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
 2025-05-23 02:05:44 +00:00
Harry Mellor
26d0419309 Update deprecated type hinting in models (#18132) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 22:06:50 -07:00
Ekagra Ranjan
418d2f8bfb [V1][Spec Decode] Share input embedding of target model with EAGLE draft model to free ~1GB for llama 3 model (#17326) 
Co-authored-by: root <root@ekagra-8xh100.us-east5-a.c.serving-efficiency-poc.internal>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-05-14 12:31:46 -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
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
Woosuk Kwon
b278911229 [Minor][Models] Fix Return Types of Llama & Eagle (#17220) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-25 21:54:47 -07:00
Benjamin Chislett
a0e619e62a [V1][Spec Decode] EAGLE-3 Support (#16937) 
Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
 2025-04-25 15:43:07 -07:00