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Author SHA1 Message Date
MOVZXandHinata 61fbe0b865 [Mini-VLLM] Remove unreferenced definitions found by static scan 
A symbol scan over every tracked file found 123 top-level definitions in
vllm/ with zero references, including references inside strings. All of
them came from features this fork deleted earlier.

- Delete dead attention helpers: MLADCPManager, split_prefill_chunks, the
  reshape helpers, compute_varlen_chunk_metadata, the LINEAR backend's
  unused BailingLinearAttentionBackend, and the sparse flash-attn entry
  points.
- Delete the CPU and AMX op wrappers from _custom_ops.py: cpu_mla_decode,
  cpu_mla_extend, cpu_mla_get_scheduler_metadata,
  gather_mla_context_cache_cpu.
- Delete dead quantization helpers: awq_pack, gptq_pack,
  gptq_quantize_weights, get_and_maybe_dequant_weights,
  marlin_quant_fp8_torch, the rand_marlin_weight_*_like pair,
  ocp_mx_weight_dtype_and_rows, get_fp8_block_weight_scale,
  input_to_float8.
- Delete dead model helpers: resolve_visual_encoder_outputs,
  run_dp_sharded_vision_model, fast_topk, get_layer_index,
  is_pp_missing_parameter, skip_spec_layers, KimiK3MergedQKVGateLinear,
  selective_scan_fn, causal_conv1d_update_torch.
- Delete dead utils: format_kib, format_mib, chunk_list, prev_power_of_2,
  split_host_port, join_host_port, make_zmq_path, make_async_with_semaphore,
  is_meta_module, is_non_overlapping_and_dense, supports_xpu_graph,
  create_kv_caches_with_random*, and the unused has_* capability probes.
- Delete the unreachable deep-gemm mega-MoE warmup path, which imported
  vllm.models.deepseek_v4.nvidia.model and vllm.models.kimi_k3.nvidia.model,
  neither of which exists anymore.
- Drop the imports and the two now-empty guards left behind.

Verified statically: every changed file compiles, no unused import
remains, and no deleted name is referenced in vllm, tests or csrc. The
runtime gates still need the Python environment rebuilt.

Co-authored-by: Hinata <hinata@idihore.id>
Signed-off-by: MOVZX <movzx@yahoo.com>
 2026-10-19 21:39:56 +07:00
MOVZXandHinata 2066d3143f [Mini-VLLM] Cut non-OpenAI surfaces, dead kernels, Mistral stack 
- Remove Anthropic, Cohere, SageMaker, decisions, structured-decisions,
  rl, render-launcher and batch entrypoints; keep scale-out token routes
- Drop the Swagger static bundle and the /docs, /redoc routes
- Delete device-keyed tuning configs for fused_moe, quant utils, mamba
  select-state and helion; no sm86 entry ever existed for any of them
- Remove ten unused rope variants plus the fbgemm_fp8 and fp_quant
  quantizers and their config, metrics and loader plumbing
- Cut the CPU device build: csrc/cpu, cpu_extension.cmake, cpu
  requirements and the setup.py cpu target path
- Delete 29 environment variables nothing reads and 14 chat-template
  fallbacks for models this fork no longer registers
- Remove nine dead CUDA ops (deepseek_v4, kimi_k3, minimax, muse_spark,
  dsv3 gemm) with their kernels, bindings, wrappers and CMake entries
- Delete the connector test suites that targeted removed connectors
- Cut the Mistral tokenizer and parser stack, its tests, and the
  mistral_common and ijson dependency pins
- Restore the Qwen4Exp registry rows and nvidia/mtp.py that an earlier
  cut deleted while keeping the model tree

Co-authored-by: Hinata <hinata@idihore.id>
Signed-off-by: MOVZX <movzx@yahoo.com>
 2026-10-19 17:10:56 +07:00
MOVZXandHinata 2b544b7ba0 [Mini-VLLM] Cut dead subsystems across serving, connectors, parsers 
- Remove P/D transfer connectors: nixl, nixl_chat, mooncake x2, hf3fs,
  moriio, hisparse, example and hidden-states connectors
- Reduce weight_transfer to the base API used by model loading
- Remove kv_offload tiering, simple_kv_offload, ec cpu/example,
  snapshot command, engine snapshot server
- Remove transformers model fallback, dsv4 tokenizers, dead platforms
  cpu/tpu/xpu, flashmla third_party, dsa, megamoe/flydsl, dead attn
  ops, dead layers (short_conv, fused_embed_norm, indexer_topk,
  relu2 gemma_ar, lightning_attn, minimax_rms_norm), gemm_rs_ar
- Keep MoE LoRA op (imported eagerly by punica_gpu); drop fp8 variant
- Rebuild parser hubs around Qwen3 adapters only (36 dead adapters)
- Remove dead tests with the code they covered

Co-authored-by: Hinata <hinata@idihore.id>
Signed-off-by: MOVZX <movzx@yahoo.com>
 2026-10-19 02:19:03 +07:00
Afonso RibeiroandFlora Feng 5c1c903501 [Perf][Parser] Stream Qwen3 tool argument values incrementally (12 KB call: 2.1 s to 11 ms) (#62027) 
Signed-off-by: Afonso Ribeiro <afonso.diamantino2@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-17 18:49:06 +00:00
Afonso RibeiroandFlora Feng b088eba944 [Perf][Parser] Stream MiniMax M2 tool argument values incrementally (16 KB call: 5.9 s to 26 ms) (#62035) 
Signed-off-by: Afonso Ribeiro <afonso.diamantino2@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-16 22:46:02 +00:00
Woosuk KwonBugen ZhaoYoni GozlanneilkgCursorClaude Opus 5.5
 		153a17166e [Frontend] Add the Beam reasoning and tool parsers (#62052) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
Co-authored-by: neilkg <33635204+neilkg@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-16 14:08:29 -07:00
alberto ae8f41238c [Bugfix][Parser] Honor a prompt-closed reasoning block in non-streaming parse and reasoning token counts (#61857) 
Signed-off-by: Alberto Perdomo <aperdomo@redhat.com>
 2026-10-16 12:54:42 -04:00
Maroon AyoubClaudeRobert Shaw
 		4ac1f8d2ac [Bugfix][Structured Output] Mask grammar-invalid implicit reasoning ends (#61574) 
Signed-off-by: Maroon Ayoub <mayoub@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-10-16 12:53:41 +08:00
Bugen ZhaoandClaude Opus 5.5 8fa5ae844a [Frontend] Let an unset --tool-strict-level fall back to the tool parser's default (#61328) 
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-15 15:48:38 +08:00
Ben BrowningandFlora Feng 4c5ea86f53 [Bugfix][Parser] Stream Gemma4 string tool arguments incrementally (#61494) 
Signed-off-by: Ben Browning <56071+bbrowning@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-14 21:25:41 +00:00
Abhay JoshiGeminiArtem Perevedentsev
 		3f466c852c [Bugfix][Parser] Recover genuine tool calls after unclosed Qwen3 <function= opener in prose (#59928) 
Signed-off-by: Abhay Joshi <105213625+abhayjoshi201@users.noreply.github.com>
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Gemini <noreply@google.com>
Co-authored-by: Artem Perevedentsev <aperevedents@nvidia.com>
 2026-10-14 13:01:25 +03:00
Yoni GozlanandBugen Zhao 69d00bc264 [Bugfix] Accept whole-number floats for integer tool arguments in the response parser (#61297) 
Signed-off-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
 2026-10-13 12:55:20 +08:00
Maroon AyoubandFlora Feng 44f0ddfd7b [Bugfix][Parser] Stop re-parsing the whole GLM tool argument per chunk (#61253) 
Signed-off-by: Maroon Ayoub <mayoub@redhat.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-12 21:28:35 +00:00
Shijin ZhangandChauncey 83773ecdf3 [Frontend] Support CustomToolCall in the non-Harmony Responses API (#57322) 
Signed-off-by: Shijin Zhang <75300765+Dovis01@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-10-12 17:22:55 +08:00
tc-mbandCyrus Leung c85616efc6 [Model] Support MiniCPM-V 4.7 (#58674) 
Signed-off-by: tc-mb <tianchi_cai@icloud.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-10-11 10:21:10 +00:00
wang.yuqi c1692c85f1 [Misc] mv chat_utils.py to renderers. (#60522) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-10-10 06:50:34 +00:00
simon-veitner-redhatClaude Opus 5.5Misha GoinYifan Zong
 		c23ca06b6d [Bugfix][Structured Output] Feed the token that implicitly ends reasoning to the grammar (#59627) 
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: Yifan Zong <263738792+yzong-rh@users.noreply.github.com>
 2026-10-08 19:38:33 +00:00
Junyi Yaoandsfeng33 fdfc171a74 [Bugfix][ToolParser] Stream every tool call when one delta completes several (#60354) 
Signed-off-by: Junyi Yao <j.yao@wustl.edu>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
 2026-10-08 01:07:35 +00:00
www6vandsfeng33 38dc8ee500 [Bugfix] Validate tool-parser/tokenizer compatibility at startup (#59749) 
Signed-off-by: www6v <www6v@126.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
 2026-10-07 23:46:41 +00:00
Dhairyashil R Gandsfeng33 d6fe5dca68 [Bugfix][Parser] Emit buffered post-reasoning text when no tool parser is configured (#58911) 
Signed-off-by: Dhairyashil R G <18738735+dhairyashilRG@users.noreply.github.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
 2026-10-07 23:21:51 +00:00
Bugen ZhaoandClaude Opus 5.5 5145e35e50 [Frontend] Port the MiniMax M3 tool parser to the parser engine (#59743) 
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-06 05:46:27 +00:00
lzhan011andFlora Feng a3e0243b1c [Bugfix][Parser] Mistral pre-v11: don't fail requests on unexpected tool call JSON (#54844) 
Signed-off-by: lzhan011 <35493221+lzhan011@users.noreply.github.com>
Signed-off-by: Flora Feng <4florafeng@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-06 03:37:30 +00:00
Mai Hoàng ĐứcandFlora Feng 5cd8a2626b [Bugfix][Structured Output] Cap JSON schema nesting to prevent 500s and API-server stalls (#60036) 
Signed-off-by: Mazukiri <maihoangduc04@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-06 00:06:59 +00:00
RomeJayandFlora Feng 2e06395fd3 [Bugfix][Frontend] Build tool-call grammars from the tools the prompt renders (#59879) 
Signed-off-by: Rongjie Jiang <j1870831863@outlook.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-05 22:01:03 +00:00
Shijin ZhangandFlora Feng d1a974c140 [Frontend] Constrain non-strict GLM-4.7 tool calls with a shallow structural tag (#56403) 
Signed-off-by: Shijin Zhang <75300765+Dovis01@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-10-02 14:31:53 -04:00
Misha GoinandClaude 1ab18599ca [Agents] Add pre-commit check for agent files and skills (#59657) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
 2026-10-02 09:38:22 -07:00
Yoni GozlanCursorBugen ZhaoClaude Opus 5.5
 		9bd993564f [Frontend] Parse tool calls and reasoning from checkpoint response templates (#58604) 
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: Yoni Gozlan <yonigozlan@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
 2026-10-02 02:33:00 +00:00
Flora Feng a5105dba05 [Frontend] Port Step-3.5 parsers to the streaming parser engine (#59321) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-10-01 22:18:37 +00:00
Yoni Gozlan 2eaa3bc5ac [Frontend] Enrich chat_parsing streaming events (#58603) 
Give serving adapters the delimiter spans and opener captures they need,
and keep streaming after a region that fails to parse.

Signed-off-by: Yoni Gozlan <yonigozlan@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Fix mypy index types in the event-stream test.
 2026-10-01 11:13:13 +08:00
Yoni GozlanYoni GozlanCursormergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		73a5831127 [Frontend] Port chat_parsing core from Transformers (#58602) 
Signed-off-by: Yoni Gozlan <yonigozlan@users.noreply.github.com>
Co-authored-by: Yoni Gozlan <yonigozlan@users.noreply.github.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-10-01 00:21:02 +08:00
Ostring24andFlora Feng 4e7af3b0de [Bugfix][Frontend] Enforce parallel_tool_calls=false in the required-tool grammar (#50502) 
Signed-off-by: ostring <ostring@qq.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-09-29 21:33:28 +00:00
yzong-rh 1d331f8341 [Bugfix] Suppress HarmonyError Unexpected token while expecting start token 200006 (#59254) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
 2026-09-29 16:40:15 -04:00
Shijin ZhangandChauncey d95d1dcfb9 [Bugfix][Frontend] Force reasoning mode for GLM-5.3 chat templates in the GLM MoE parser (#56994) 
Signed-off-by: Shijin Zhang <75300765+Dovis01@users.noreply.github.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-09-29 21:26:34 +08:00
Yixin DongCodexyuchuanBugen ZhaoClaude Opus 5.5
 		dfc8e0f3e2 [Frontend] Support strict MiMo-V2.6 tool calling (#58019) 
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: yuchuan <yuchuan.7streams@gmail.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Signed-off-by: Ubospica <ubospica@gmail.com>
Signed-off-by: yuchuan <yuchuan.7streams@gmail.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
 2026-09-29 12:47:47 +00:00
Václav ČadekandCursor Agent 6cbbea8721 [Bugfix] Hoist $defs/definitions in Cohere parser tool schema composition (#49602) 
Signed-off-by: Václav Čadek <vaclavcadek@gmail.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
 2026-09-29 07:11:56 +00:00
Shinichi Hemmi 17cc3cd80e [Model] Engine based plamo3 parser (#56575) 
Signed-off-by: Shinichi Hemmi <shemmi@preferred.jp>
 2026-09-29 05:17:42 +00:00
Artem PerevedentsevYufeng HepablopupohubuntClaude Sonnet 5
 		2b9b55c7f1 [Bugfix] Support repsonse_format + tool_choice=auto (#56086) 
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
Co-authored-by: Yufeng He <40085740+he-yufeng@users.noreply.github.com>
Co-authored-by: pablopupo <145598901+pablopupo@users.noreply.github.com>
Co-authored-by: hubunt <150658615+hubunt@users.noreply.github.com>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
 2026-09-27 21:17:34 +04:00
Baljinder HothiandFlora Feng fdcce47e9b [Bugfix][Frontend] Fix Inkling tool name leaking into content after reasoning (#58792) 
Signed-off-by: Baljinder Hothi <baljinder.hothi@cohere.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-09-26 00:38:52 +00:00
Ricardo-M-LandClaude Opus 4.6 b040321b33 fix: perf: use startswith(x, i) instead of string slicing to avoid O(N^2) (#52580) 
Signed-off-by: Ricardo-M-L <ricardoporsche001@icloud.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-09-25 23:22:13 +00:00
Yousafandsfeng33 83db8c8390 [Feature][Frontend] Add granite_thinking_parser reasoning parser for Granite 4.2 (#55957) 
Signed-off-by: Yousaf shah <yousaf.shah@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
 2026-09-25 20:43:08 +00:00
Samyabrata MajiandFlora Feng 064bc747ab [Bugfix][Frontend] Count reasoning tokens for Harmony, DeepSeek-V3 and Step3 parsers (#58626) 
Signed-off-by: Samyabrata Maji <116789799+sammaji@users.noreply.github.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
 2026-09-25 00:12:29 +00:00
Nikhil KulkarniClaude Opus 4.8Chauncey
 		15ed1262e7 [Bugfix][Tool Parser] Migrate Granite to the streaming Parser Engine (#49648) 
Signed-off-by: Nikhil Kulkarni <nikhilkulkarni1755@gmail.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-09-23 10:37:40 +00:00
lazymioClaude Opus 5Bugen Zhao
 		39e33db7f3 [Frontend] Fix the parsing of missing string= in DeepSeek V4 (#56271) 
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
 2026-09-18 05:11:24 +00:00
lazymioClaude Opus 5Bugen Zhao
 		dee37d8911 [Frontend] Add --tool-strict-level for server-side control for structural tag activation (#56268) 
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
 2026-09-18 04:32:39 +00:00
Flora Feng e0705731be [Refactor] Remove unused interface methods (#57194) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-09-16 21:00:48 +00:00
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
Flora Feng 3bb7826214 [Agent] Add agent instructions for parser directories (#56883) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-09-16 06:55:26 -04:00
dev 8be5205abb [Parser] Fix: correct parser frontend handling of reasoning end and boundary tokens (#56635) 
Signed-off-by: DEV TYAGI <devtyagi3909@gmail.com>
 2026-09-16 01:17:22 -07:00
yzong-rh e6960af33b [Refactor] StructuredOutputManager x Speculative Decoding Refactor (#48200) 2026-09-15 09:48:49 -04:00