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[Rust Frontend] Add external→internal request-id map for abort() - #45137

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sahilsGit:rust-frontend-llm-abort-map
Jun 15, 2026
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BugenZhao merged 1 commit into
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sahilsGit:rust-frontend-llm-abort-map

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@sahilsGit

@sahilsGit sahilsGit commented Jun 10, 2026 •

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Purpose

Adds abort() by external (user-supplied) request id to the Rust frontend's
Llm, TextLlm, and ChatLlm facades, mirroring Python AsyncLLM.abort().

This PR introduces InflightRequests, a
refcounted index of external_id → {internal_id → live_guard_count} that Llm
maintains across active streams.

Changes:

  • vllm-llm: new inflight.rs module (InflightRequests, RequestGuard);
    Llm::generate() tracks the edge after client.call() succeeds; new
    Llm::abort().
  • vllm-text: thin TextLlm::abort() delegating to Llm::abort().
  • vllm-chat: thin ChatLlm::abort() delegating to TextLlm::abort().

This PR complements #44382 ([Rust Frontend] Add /abort_requests endpoint) (relates to #44280),
which adds the POST /abort_requests HTTP route. This PR provides the
external→internal resolution layer, further abort_request related changes would be done in #44382.

Test Plan

cargo fmt -p vllm-llm -p vllm-chat -p vllm-text --check
cargo clippy -p vllm-llm -p vllm-chat -p vllm-text --all-targets -- -D warnings
cargo test -p vllm-llm                          # unit tests + integration tests
cargo test -p vllm-llm inflight                 # inflight module unit tests only
cargo test -p vllm-llm abort                    # abort integration tests only

New tests in rust/src/llm/src/inflight.rs (unit):

  • resolves_external_to_internal — basic resolve + unknown id is empty
  • one_external_maps_to_many_internal — duplicate external ids each get their own internal id
  • dropping_guard_removes_only_its_own_edge_then_cleans_empty_key — per-edge removal + map compaction
  • identical_edges_are_refcounted_across_guards — two guards on the same (external, internal) pair; first drop keeps the edge live for the second
  • guard_drop_is_a_noop_after_inflight_is_gone — Weak upgrade fails gracefully

New tests in rust/src/llm/tests/generate.rs (integration, against mock engine):

  • abort_resolves_external_request_id_to_internal_before_reaching_engine — abort frame carries the internal id, not the external one
  • abort_by_external_id_aborts_all_internal_requests — single external id mapped to two internal ids; both appear in the abort frame

Test Result

cargo fmt -p vllm-llm -p vllm-chat -p vllm-text --check
  → clean

cargo clippy -p vllm-llm -p vllm-chat -p vllm-text --all-targets -- -D warnings
  → Finished, 0 warnings

cargo test -p vllm-llm
  running 10 tests
  test inflight::tests::one_external_maps_to_many_internal ... ok
  test inflight::tests::resolves_external_to_internal ... ok
  test inflight::tests::guard_drop_is_a_noop_after_inflight_is_gone ... ok
  test inflight::tests::dropping_guard_removes_only_its_own_edge_then_cleans_empty_key ... ok
  test inflight::tests::identical_edges_are_refcounted_across_guards ... ok
  test request::tests::prepare_builds_engine_core_request ... ok
  test request::tests::prepare_forwards_multimodal_features ... ok
  test request::tests::prepare_rejects_empty_prompt_tokens ... ok
  test request::tests::prepare_can_preserve_external_request_id ... ok
  test request_metrics::tests::tracker_updates_timing_state_across_prefill_decode_and_finish ... ok
  test result: ok. 10 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out

  running 9 tests
  test collect_output_aggregates_raw_tokens_logprobs_and_terminal_metadata ... ok
  test generate_propagates_unexpected_close_errors ... ok
  test abort_resolves_external_request_id_to_internal_before_reaching_engine ... ok
  test abort_by_external_id_aborts_all_internal_requests ... ok
  test dropping_a_live_generate_stream_triggers_abort ... ok
  test duplicate_external_request_ids_are_randomized_before_reaching_engine_core_client ... ok
  test generate_streams_outputs ... ok
  test dropping_stream_records_abort_terminal_request_metrics ... ok
  test generate_records_request_metrics_in_prometheus_output ... ok
  test result: ok. 9 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out

Essential Elements of an Effective PR Description Checklist
  • The purpose of the PR, such as "Fix some issue (link existing issues this PR will resolve)".
  • The test plan, such as providing test command.
  • The test results, such as pasting the results comparison before and after, or e2e results
  • (Optional) The necessary documentation update, such as updating supported_models.md and examples for a new model. Not needed — Rust-frontend API wiring with no model/docs surface.

@mergify mergify Bot added the rust label Jun 10, 2026
Comment thread rust/src/llm/src/lib.rs
Comment on lines +116 to +123
pub async fn abort(&self, external_ids: &[String]) -> Result<()> {
let internal_ids = self.inflight.resolve(external_ids);
if internal_ids.is_empty() {
return Ok(());
}
self.client.abort(&internal_ids).await?;
Ok(())
}

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The map and resolution logic look right, but I think this covers only half of Python's abort contract. AsyncLLM.abort() also finishes the aborted stream locally. output_processor.abort_requests puts a final output with FinishReason.ABORT on the queue. That matters because the engine sends nothing back for client-initiated aborts, so after client.abort, the request's GenerateOutputStream never yields again, and a caller awaiting it hangs until disconnect.

Python finishes it promptly with finish_reason "abort". Here, with #44382's /abort_requests, the endpoint returns 200, and the engine stops, but the original request never ends.

Fixing this also makes abort idempotent for free: a final output marks the stream terminated, the guard drops, and the stream's Drop skips the extra auto-abort frame it currently sends. Just dropping the registry senders isn't enough since a close without a final output surfaces as Err(RequestStreamClosed) rather than a clean finish, so the abort path probably needs to build that final abort output itself and push it down the request's stream as Python does.

If you'd rather land the map first and do the finalization as a follow-up, that works too, but then the "makes #44382 correct end-to-end" claim in the description should be softened until that lands.

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Appreciate the in-depth review, yes, my bad thought AI could at least do one thing good was PR description, I was wrong.

Your concerns are ligit and for the same reason the abort_requests pr is still in draft stage, I will try to address them there.

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That matters because the engine sends nothing back for client-initiated aborts, so after client.abort, the request's GenerateOutputStream never yields again, and a caller awaiting it hangs until disconnect.

This might not be the case. It looks like the engine will eventually put the aborted requests inside the finished_requests field in an output batch, so we'll still drop the sender and caller should get Err(RequestStreamClosed) instead of hanging forever.

However this is still a good catch. I guess the easiest way to fix this could be like calling ClientInner.finish_requests, collecting the senders, and manually sending Abort outputs before dropping them.

If the changes are minimal it would be better to include it directly within this PR :)

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This might not be the case. It looks like the engine will eventually put the aborted requests inside the finished_requests field in an output batch, so we'll still drop the sender and caller should get Err(RequestStreamClosed) instead of hanging forever.

I think that only kicks in with internal DP balancing on. In the default single-engine or external-LB setup, the batch goes out with finished_requests unset, the sender never drops, and a caller awaiting the stream just hangs till disconnect.

I guess the easiest way to fix this could be like calling ClientInner.finish_requests, collecting the senders, and manually sending Abort outputs before dropping them.

Agreed, and it should be a small addition, so good to fold into this PR. One nit: the synthesized Abort would also run through observe_output, so a request aborted before its first token logs a stray TTFT sample. Edge case, though.

Alternatively, we could synthesize the abort terminal one layer up in the frontend output layer, where Python does it, rather than faking an engine output deeper down, but that's a bigger change that would widen this PR's scope.

Comment thread rust/src/llm/src/lib.rs Resolved

/// Resolve external request ids to the internal engine ids currently
/// in-flight for them. Unknown or already-finished ids contribute nothing.
pub(crate) fn resolve(&self, external_ids: &[String]) -> Vec<String> {

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Not for this PR, but worth a TODO note here: Python's abort_requests also expands parent request ids into their child requests for parallel sampling (n > 1). The Rust facade is n = 1 only today, so nothing to do now, but when n > 1 lands, resolution here will need that parent-to-children expansion too.

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Right

@BugenZhao BugenZhao left a comment

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Rest LGTM. Thanks!

Comment thread rust/src/llm/src/lib.rs
Comment on lines +116 to +123
pub async fn abort(&self, external_ids: &[String]) -> Result<()> {
let internal_ids = self.inflight.resolve(external_ids);
if internal_ids.is_empty() {
return Ok(());
}
self.client.abort(&internal_ids).await?;
Ok(())
}

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That matters because the engine sends nothing back for client-initiated aborts, so after client.abort, the request's GenerateOutputStream never yields again, and a caller awaiting it hangs until disconnect.

This might not be the case. It looks like the engine will eventually put the aborted requests inside the finished_requests field in an output batch, so we'll still drop the sender and caller should get Err(RequestStreamClosed) instead of hanging forever.

However this is still a good catch. I guess the easiest way to fix this could be like calling ClientInner.finish_requests, collecting the senders, and manually sending Abort outputs before dropping them.

If the changes are minimal it would be better to include it directly within this PR :)

@sahilsGit

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Cool, I will make the change

@sahilsGit
sahilsGit force-pushed the rust-frontend-llm-abort-map branch from 371ba89 to 9e3f5ff Compare June 12, 2026 09:28
@mergify

mergify Bot commented Jun 12, 2026

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This pull request has merge conflicts that must be resolved before it can be
merged. Please rebase the PR, @sahilsGit.

https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork

@mergify mergify Bot added the needs-rebase label Jun 12, 2026
@sahilsGit
sahilsGit force-pushed the rust-frontend-llm-abort-map branch from 9e3f5ff to 58632e4 Compare June 12, 2026 09:45
@mergify mergify Bot removed the needs-rebase label Jun 12, 2026
@sahilsGit
sahilsGit requested a review from BugenZhao June 12, 2026 09:47
@BugenZhao BugenZhao added the ready ONLY add when PR is ready to merge/full CI is needed label Jun 15, 2026

@BugenZhao BugenZhao left a comment •

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LGTM. Thanks for the work!

Let's now work on the user-facing follow-up PR.

@BugenZhao
BugenZhao enabled auto-merge (squash) June 15, 2026 06:14
Signed-off-by: Sahil Singh <sahiilsiingh37@gmail.com>
@BugenZhao
BugenZhao force-pushed the rust-frontend-llm-abort-map branch from 58632e4 to 7550b98 Compare June 15, 2026 06:15
@BugenZhao
BugenZhao merged commit 64833f8 into vllm-project:main Jun 15, 2026
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RhizoNymph added a commit to RhizoNymph/vllm that referenced this pull request Jun 22, 2026
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* [Kernel] Support GLM-5 dimensions for TRT-LLM ragged MLA prefill (#43525)

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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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* Apply LRU policy only to proper cache entries (#42656)

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* [Kernel] Support DS Mamba tail copy for MTP align mode (#45473)

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* [XPU][CI] fix server test file path (#45870)

Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>

* [Bugfix] Fix MoE model load OOM in FlashInfer_TRTLLM  backend with sleep mode (#45589)

Signed-off-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [Bugfix][Gemma4] Fix parsing when thinking is disabled (#45832)

Signed-off-by: Federico Iezzi <fiezzi@google.com>

* [CI] Run pre-commit on self-hosted vllm-runners (#45865)

Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* [XPU] Fix test_spec_decode_logprobs: use FLASH_ATTN for XPU in GPU_DETERMINISM_KWARGS (#44468)

Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>

* [Bugfix][ROCm] Fix MiniMax-M3 FP8 KV cache dtype (#45720)

Signed-off-by: Cam Quilici <cjquilici@gmail.com>
Signed-off-by: Cameron Quilici <cjquilici@gmail.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>

* [Bugfix][ROCm] Fix FP8 per-tensor scale rank mismatch causing Inductor assertion failure (#44912)

Signed-off-by: nehmathe2 <nehmathe2@gmail.com>
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
Signed-off-by: nehmathe <nehmathe@amd.com>
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* [ModelRunnerV2] Various model/config compatibility fixes (#45868)

Signed-off-by: Nick Hill <nickhill123@gmail.com>

* [Bugfix][V1] Clean up compiled-model bytecode hooks on VllmRunner exit (#45195)

Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [FlexAttention] make custom mask mods fully cudagraphable (#45232)

Signed-off-by: Angel Li <liangel@meta.com>

* [M3] Tune Triton indexer score decode for spec-decode (#45743)

Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [CI][NIXL] Pin NIXL to 1.2.0 (#45843)

Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Itay Alroy <75032521+itayalroy@users.noreply.github.com>
Co-authored-by: ovidiusm <ovidium@nvidia.com>

* [M3] Enable FP8 sparse GQA (#45744)

Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>

* [Bugfix][Quantization] Reject unsupported compressed tensors KV cache schemes (#45312)

Signed-off-by: Ting Sun <suntcrick@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>

* [BugFix][CI] Fix scheduler plugin test (#45897)

Signed-off-by: Nick Hill <nickhill123@gmail.com>

* [Rust Frontend] Support prompt-only completions (#44938)

Signed-off-by: reidliu41 <reid201711@gmail.com>

* [Rust Frontend] Add /abort_requests endpoint (#44382)

Signed-off-by: Sahil Singh <sahiilsiingh37@gmail.com>

* [Rust Frontend] Add serde defaults for omit_defaults fields in `EngineCoreSamplingParams` (#45848)

Signed-off-by: Will Eaton <weaton@redhat.com>

* [Kernel] Add weightless RMSNorm CUDA kernels for has_weight=False (#41430) (#44109)

Signed-off-by: hello-args <args.sarkar@gmail.com>

* [Misc] Validate Cohere Embed Mixed Content Payloads (#45873)

Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>

* [Rust Frontend] Support hybrid/external DP LB in Python supervised bootstrap (#45805)

Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>

* [KV Connector][Offloading] Avoid blocking the engine to flush offloads on idle (#45595)

Signed-off-by: Itay Etelis <itay.etelis@ibm.com>
Signed-off-by: Or Ozeri <oro@il.ibm.com>
Signed-off-by: Itay Etelis <Itay.etelis@gmail.com>
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* [Bugfix] Fixes MiniCPM-O resampler device placement to avoid tensor device mismatch (#42332)

Signed-off-by: j9smith <j.smith9103@outlook.com>

* [Bugfix][Gemma4] Pre-initialise streaming reasoning state when prompt ends inside an open `<|channel>` (fixes #45834) (#45852)

Signed-off-by: nikhilesh-csa <nchhetri@csa1.com>

* [Bugfix][test] Use Salesforce/wikitext for ppl tests (#45913)

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* fix(security): enforce audio decode duration limit in chat completions path (#45908)

Signed-off-by: jperezde <jperezde@redhat.com>

* [ROCm][Bugfix]: Fallback GFX942 sparse MLA ops to Triton (#45782)

Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>

* docs, kv_offloading: add docs for selective offload (#45279)

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* [ROCm][Quant] Minimax-M3:  Enable fp8_per_channel for bf16 weights on mi300x (#45854)

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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
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* [MM][Perf][CG] Support ViT full CUDA graph for Kimi-VL (#41992)

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* [CI/Build] Avoid duplicate ViT CG test introduced by accident (#45654)

Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>

* [XPU] Fix test_logprobs_e2e import error: pin lm-eval[api]>=0.4.12 (#44469)

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* [quant][autoround]Refactor INC quantization into package with INCScheme orchestrator (#40601)

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* [ROCm][AITER][Quark] Tag per-channel FP8 weights as PER_CHANNEL so AITER pre-shuffled GEMM is selected (#44626)

Signed-off-by: Xavier Aguilar <xavier.aguilarfruto@amd.com>

* Feature: Enable Flashinfer non-gated MoE bf16 (#43853)

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* [DSv4 Perf] DSv4 flashinfer sparse index cache for metadata, 2%~4% TTFT improvement (#45863)

Signed-off-by: yewentao256 <zhyanwentao@126.com>

* [Kernel][Helion][1/N] Add Helion kernel for rms_norm_dynamic_per_token_quant (#34432)

Signed-off-by: Sean Chen <seachen@redhat.com>
Co-authored-by: Yanan Cao <gmagogsfm@gmail.com>

* [Bugfix][PD] Fix DSV4 disaggregated serving (#45831)

Signed-off-by: ZhanqiuHu <zhu@redhat.com>

* [Bugfix] Pass TP group to FlashInfer all-reduce fusion (#45917)

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* [Log] Update deepgemm log (#45857)

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* [DSV4 Perf] Optimize dsv4 cudagraph by reducing `eager_break_during_capture`, 26.8% ~ 27.9% E2E TTFT improvement (#45309)

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* [feature] MiniMax-M3-MXFP4 support added (#45896)

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* [Bugfix] MiniMax-M3 (AMD): add packed_modules_mapping and pass swiglu… (#45794)

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* [Refactor] Remove dead quantization code and tests (#45454)

Signed-off-by: yewentao256 <zhyanwentao@126.com>

* [Bugfix][Gemma4] Render reasoning on assistant turns without tool_calls (#45867)

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* [Bugfix][Model] Validate DefaultModelLoader / LoadConfig and fail with clear errors (#45196)

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* [BUG] fix hidden states nan for hybrid attention models (#45849)

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Co-authored-by: shanjiaz <hezhao@redhat.com>

* [Bugfix] Fix NixlConnector handshake block_len validation for GQA-replicated KV heads (#45879)

Signed-off-by: Oseltamivir <58582368+Oseltamivir@users.noreply.github.com>
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* Revert "[DSV4 Perf] Optimize dsv4 cudagraph by reducing `eager_break_during_capture`" (#45309) (#45972)

Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* [XPU][CI] add model runner v2 into CI (#44650)

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* [CI/Build][Bugfix] Fix SD LoRA  (#45941)

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>

* [Bugfix] Complete one-shot fused all-reduce PDL at end to avoid NaN (#45448)

* [Rust Frontend][Perf] O(n) argument scan in tool parser (#45826)

Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>

* [XPU] Fix FP8 block-scaled scheme selection on non-CUDA platforms (#43958)

Signed-off-by: Lai, Yejing <yejing.lai@intel.com>
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* [Rust Frontend] Validate tokenized bad_words vocabulary range (#45876)

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* [CPUOffloading] Guard CPU eviction check (#45757)

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* [SimpleCPUOffloadConnector]: Add support for reset_cache() (#39726)

Signed-off-by: Jonathan Chen <chenleejonathan@gmail.com>
Signed-off-by: Jonathan <chenleejonathan@gmail.com>
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* [Kernel] Add PDL support for DeepGEMM kernel (#42996)

Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>

* [Fix][KV offload] Defer `on_request_finished` until in-flight transfers drain (#45823)

Signed-off-by: Ronen Schaffer <ronen.schaffer@ibm.com>

* [Refactor] Remove dead cutlass mxfp8 code (#44681)

Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Shengqi Chen <harry-chen@outlook.com>

* [KV Offloading] Remove dummy worker-side stats from OffloadingConnector (#45905)

Signed-off-by: Alex <alex.tech.lab@outlook.com>
Signed-off-by: AlexHuang <jihuihuang@alexai.com>
Co-authored-by: Or Ozeri <oro@il.ibm.com>

* [Test][KV Connector] Add request_finished fence population tests for offloading scheduler (#45679)

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* Revert "[Kernel] Add PDL support for DeepGEMM kernel" (#45999)

* [XPU] Update nixl to v0.10.1 in Dockerfile (#40287)

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* fix(layernorm): route weightless RMSNorm to native impl

The vllm_c rms_norm/fused_add_rms_norm guards claimed support for
weight=None, but torch.ops._C.rms_norm cannot take a None/undefined weight
(fails with 'Not yet supported ScalarType'). Weightless norms (e.g. Gemma4
v_norm, has_weight=False) now correctly fall back to the native impl.

* test(steering): retarget key-coercion test at coerce_steering_spec

The SetSteeringRequest.vectors field is intentionally dict[str, Any] (to
admit the packed wire form), so the model does not coerce inner layer keys;
coerce_steering_spec does. Test the actual coercion seam (which had no
direct coverage) instead of obsolete model-level behavior.

* fix(capture): skip broken consumer entry points instead of crashing

A single third-party capture-consumer plugin that fails to import (e.g.
one referencing a module not present in this build) previously crashed
_load_entry_points and took down all capture admission. Skip it with a
warning so other consumers keep working.

---------

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Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>

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* Treat null completion max_tokens like the default (vllm-project#45491)

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* [Build] Fix CUDA arch build coverage gaps (vllm-project#45277)

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* [Bugfix][DCP] Fix illegal memory access in DCP a2a decode under full CUDA graphs (vllm-project#45487)

* [XPU] Support int4 group_size=32 W4A16 MoE (vllm-project#45136)

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* [ROCm][Perf] Enable W4A16 FlyDSL MoE (vllm-project#44400)

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* [BugFix] Fix prompt_embeds for multimodal models (vllm-project#45383)

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* Added real  /v1/embeddings support for messages + chat_template_kw  (vllm-project#45173)

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* [Bugfix][Model] Validate runai_streamer model_loader_extra_config (vllm-project#45291)

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* [Bugfix] Stream Llama4 weight loading to avoid host-OOM with copy-returning loaders (vllm-project#44645)

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* [XPU] Enable sequence parallel support for XPU (vllm-project#38608)

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* [Bugfix][CPU] Honor cgroup memory limit when computing KV cache size (vllm-project#45086)

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* [CPU] Refine CPU attention frontend (vllm-project#45391)

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* [Bugfix][CI] Update Dockerfile dependency graph PNG (vllm-project#45602)

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* [Frontend] Add Streaming Parser Engine and new Qwen3 Parser (vllm-project#45413)

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* Fix included router missing path for `FastAPI >=0.137` (vllm-project#45629)

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* [Bugfix][V1] Split V2 model-runner attention groups on num_heads_q (vllm-project#45564)

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* [Feature][Frontend] Report multimodal token counts in usage.prompt_tokens_details (vllm-project#45458)

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* [Bugfix] Reject out-of-range temperature values in SamplingParams (vllm-project#44965)

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* nixl_ep: Skip post-receive quantization for NVFP4 (vllm-project#45606)

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* [EP] Query NIXL EP top-k index dtype (vllm-project#45298)

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* [EP] Enable DBO with NIXL EP (vllm-project#45275)

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* [DSV4][Minor] Fix supported KV cache dtypes (vllm-project#44892)

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* [Misc][Model] add io processor for query/document embeddings from ColBERT (jinaai/jina-colbert-v2) (vllm-project#45210)

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* [BugFix] Support async scheduling with prompt embeds for multimodal models (vllm-project#45673)

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* [XPU] Fix Triton attn fp8/bf16 check failing (vllm-project#45758)

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* [Bugfix][Gemma4] Fix offline parser truncation, adjust_request token leak, and chat template sync (vllm-project#45553)

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