[Bugfix][Spec Decode] Fix EAGLE and dense draft startup with EP by kyleliang-nv · Pull Request #56930 · vllm-project/vllm

kyleliang-nv · 2026-09-15T02:18:29Z

Purpose

After #55914, pairing an EP-enabled MoE target with a dense EAGLE, EAGLE3, or independent draft model fails during configuration validation:

Number of experts in the model must be greater than 0 when expert parallelism is enabled.

Pass the final draft ModelConfig, after draft architecture overrides, to create_draft_parallel_config. Disable inherited EP only when that config reports a dense draft through ModelConfig.is_moe, the same classification used by the existing validator. MoE drafts, including DeepSeek V4 MTP and DSpark, continue to inherit target EP. Target EP and target/draft TP settings remain unchanged.

The new draft_model_config argument is optional. Existing two-argument calls, or calls that explicitly pass None, retain the previous EP inheritance. The normal configuration-construction path always supplies the final draft config. This preserves helper-call compatibility; it does not infer draft density or fix existing validation failures for callers that omit model information.

Test Plan

The regression constructs real ModelConfig and SpeculativeConfig objects from small local configuration files, exercising architecture conversion and production validation without mocks or model weights. Its 24 cases cover dense independent/EAGLE/EAGLE3 drafts and MoE independent/MTP/DSpark drafts, target EP on/off, and matching target/draft TP sizes of 1 and 2.

Four additional compatibility cases cover omitted and explicit-None draft model configs, each with target EP on/off.

pre-commit run --files vllm/config/speculative.py tests/test_config.py
HF_HUB_OFFLINE=1 .venv/bin/python -m pytest tests/test_config.py -k 'draft_inherits_ep_only_for_moe or draft_parallel_config_preserves_ep_without_model' -v

Test Result

Rebased without conflicts onto public main at fc8132a5e523294ea69decb5e7cbf50e9d3e135e on 2026-09-16. The three existing patches are unchanged by the rebase.

Pre-commit: passed.
On the rebased head a2e2e9035de0e81252cda7164198c4d2f5230a9d: 28 passed.
Before replacing the required boolean argument with the optional model config, all four new compatibility cases failed with TypeError.
Negative control: keeping the optional helper and EP guard but omitting the draft config at the production call site caused 6 expert-count validation failures and 22 passes. The failures were dense independent/EAGLE/EAGLE3 drafts with target EP enabled. This confirms the configuration-level tests catch a missing call-site update even when the compatibility tests pass.
On the earlier head e679fb51c48b62b83920a24ea733bd4b3efb6cbe, repeated the negative control using an in-process wrapper that deliberately omits the draft model config when calling the real helper: the same 6 dense-draft/target-EP cases failed with expert-count validation errors, and 22 passed. The on-disk source was unchanged.
Full inference and model accuracy evaluations were not run; these tests cover configuration construction and validation only.

Related work

This PR overlaps #56933, which addresses the same regression. Following review, this PR adopts the same backward-compatible optional-model-config interface, with an explicit legacy fallback and real configuration-construction regression coverage. These are alternative fixes, not dependencies; maintainers can select or consolidate the overlapping changes. #35143 addresses a separate dense-draft DP synchronization optimization.

AI assistance

AI assistance was used to investigate the regression, implement the change, and prepare tests. Test commands, results, and validation limits are documented above.

claude

Claude Code Review

This pull request is from a fork — automated review is disabled. A repository maintainer can comment @claude review to run a one-time review.

github-actions · 2026-09-16T17:59:43Z

✅ @kyleliang-nv, CI is now available for this PR.

/ci run starts upstream CI; /amd-ci run starts AMD CI only.
Your branch must contain every commit currently on its upstream target branch. Merge or rebase onto the latest target branch, then rerun the command. Append --allow-stale to a run command to test an outdated branch at your own risk.
/ci retry retries failed jobs in the CI build for the current PR head. If the current head has no CI build, it starts a new CI build for the current head containing only jobs that failed in the latest earlier CI build for this PR.
/amd-ci retry retries failed jobs in AMD CI for the current PR head. Use /amd-ci run when the current head has no AMD CI build.
/ci cancel cancels scheduled or running CI builds for this PR branch; /amd-ci cancel does the same for AMD CI only.

zixi-qi · 2026-09-16T18:00:05Z

LGTM thanks for the fix!

zixi-qi · 2026-09-16T18:00:13Z

/ci run

github-actions · 2026-09-16T18:00:33Z

❌ This PR is 6 commits behind upstream main. Your branch must contain every commit currently on upstream main. No new CI build was started. Merge or rebase onto the latest main, then rerun /ci run. To test this branch at your own risk, use /ci run --allow-stale.

Co-authored-by: OpenAI Codex <codex@openai.com> Signed-off-by: Kyle Liang <kyleliang-nv@users.noreply.github.com>

Replace mocked validation with local model configs covering EAGLE, EAGLE3, independent drafts, and DeepSeek V4 MTP/DSpark. Use matching target and draft TP sizes and document the final-config EP requirement. Co-authored-by: OpenAI Codex <codex@openai.com> Signed-off-by: Kyle Liang <kyleliang-nv@users.noreply.github.com>

Accept an optional final draft ModelConfig and preserve EP inheritance when model information is omitted. Keep real configuration regressions and add omitted/None compatibility coverage. Co-authored-by: OpenAI Codex <codex@openai.com> Signed-off-by: Kyle Liang <kyleliang-nv@users.noreply.github.com>

kyleliang-nv · 2026-09-16T18:10:48Z

/ci run

github-actions · 2026-09-16T18:11:09Z

✅ Triggered Buildkite CI #89395 for commit a2e2e9035de0.

zixi-qi · 2026-09-16T22:35:35Z

/ci retry

github-actions · 2026-09-16T22:35:53Z

✅ Queued 2 failed job(s) for retry in Buildkite CI #89395.

Take vllm-project#56930's draft_model_config expert-parallel handling in place of draft_is_moe. Rename is_fused_moe_situv2_a8w4_enabled to is_fused_moe_situv2_enabled after vllm-project#53940. Signed-off-by: Markus Hartikainen <markus.hartikainen@amd.com> Co-authored-by: Cursor <cursoragent@cursor.com>

### What this PR does / why we need it? #### Change Summary The PR advances the main2main lane to vLLM v0.30.0 (commit `ced6857afa0ea7b2e3f0846a62e1394e90f15607`), adapting vllm-ascend to every upstream change in the `84030bbe` -> `4991f97` -> `ced6857` range. Because both CI lanes now install vLLM v0.30.0, all `vllm_version_is("0.29.0")` forks are permanently false and are collapsed to the main behavior. | Files | Upstream vLLM change | vllm-ascend adaptation | |-------|---------------------|------------------------| | `.github/vllm-main-verified.commit` | — | Updated verified main commit hash `84030bbe` -> `4991f97` -> `ced6857` (v0.30.0 tag commit) | | `.github/vllm-release-tag.commit` | — | Bumped the release boundary to `v0.30.0` | | `.github/workflows/pr_test.yaml` | — | Added a dual-version cpu-ut matrix (`vllm_versions`) for the main2main lane; temporarily commented out pre-commit/mypy and set `cpu-ut` to `if: false`; dropped the `needs.cpu-ut` requirement from the ready gate; added a main2main-specific cpu-ut failure hint | | `Dockerfile` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.310p` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.310p.openEuler` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.a3` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.a3.openEuler` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.a5` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.a5.openEuler` | — | `VLLM_TAG` default -> `v0.30.0` | | `Dockerfile.openEuler` | — | `VLLM_TAG` default -> `v0.30.0` | | `README.md` | — | CI notes updated to v0.30.0 | | `README.zh.md` | — | CI notes updated to v0.30.0 | | `tests/e2e/nightly/single_node/ops/singlecard_ops/triton/test_num_nans.py` | — | `VLLM_VERSION` default 0.29.0 -> 0.30.0 | | `tests/ut/_310p/test_model_runner_v2_310p.py` | v0.30.0 boundary | Dropped the `vllm_version_is` gate test; `_needs_kv_cache_zeroing_310p` always uses `spec_config.use_eagle_block_drop()` | | `tests/ut/core/test_dyntra_lb_scheduler.py` | — | Removed the 0.29 `KVConnectorBlockState.block_ids` assertions; assert the `req_ids` form only | | `tests/ut/core/test_scheduler_connector_block_state.py` | — | Removed the 0.29 `block_ids` snapshot branch | | `tests/ut/kv_offload/test_native_cpu_offload.py` | — | Block -> chunk API: assert `spec.num_chunks` | | `tests/ut/kv_offload/test_npu_offload_spec.py` | — | `num_blocks`/`kv_bytes_per_block` -> `num_chunks`/`kv_bytes_per_chunk` | | `tests/ut/models/test_deepseek_v41_registration.py` | [vllm#56741](vllm-project/vllm#56741) | Removed the V4.1 0.29 skip; registration is always active | | `tests/ut/patch/platform/test_patch_mamba_block_aligned_split.py` | — | Removed the 0.29 gate for `mamba_fine_grained_prefix_cache` | | `tests/ut/patch/platform/test_patch_speculative_config_dspark.py` | [vllm#55914](vllm-project/vllm#55914) / [vllm#56930](vllm-project/vllm#56930) | Removed the DeepSeek V4.1 0.29 `pytest.skip` | | `tests/ut/patch/platform/test_patch_use_v2_model_runner.py` | [vllm#54523](vllm-project/vllm#54523) | Deleted the 0.28.0 PCP+DP validator workaround tests; reworked the version-routing fixtures | | `tests/ut/patch/worker/test_patch_dspark_pp.py` | — | Parametrize `legacy: bool` instead of version strings | | `tests/ut/quantization/configs/test_modelslim_config.py` | [vllm#56741](vllm-project/vllm#56741) | Removed the V4.1 0.29 skip | | `tests/ut/spec_decode/test_dspark_proposer.py` | [vllm#56741](vllm-project/vllm#56741) | Removed the V4.1 0.29 skip marker | | `tests/ut/spec_decode/test_eagle_proposer.py` | — | `uses_xdrope_dim` -> `mrope_num_dims` | | `tests/ut/test_compressed_prefix_cache.py` | — | `replay_boundaries` now unconditional | | `tests/ut/worker/test_encoder_acl_graph.py` | — | `axis_keys=()` now unconditional | | `tests/ut/worker/test_model_runner_v1.py` | [vllm#56741](vllm-project/vllm#56741) | Removed the V4.1 0.29 skips and the `vllm_version_is` patches | | `tests/ut/worker/test_model_runner_v2.py` | v0.30.0 boundary | Version-routing fixture rework | | `tests/ut/worker/test_pcp_manager_v2.py` | [vllm#56107](vllm-project/vllm#56107) / [vllm#53867](vllm-project/vllm#53867) | Dropped the 0.29 `req_states` coverage / added `padded_num_reqs` coverage; removed the 0.28/0.29 branches | | `tests/ut/worker/v2/test_pp_utils.py` | — | Replaced the version-routing matrix with `use_legacy_spec_pp() is False` | | `vllm_ascend/_310p/model_runner_310p.py` | — | Removed the 0.29 xdrope-position branch | | `vllm_ascend/_310p/spec_decode/llm_base_proposer_310.py` | — | Removed the 0.29 xdrope `target_positions[0]` squeeze | | `vllm_ascend/_310p/worker/v2/model_runner.py` | [vllm#57270](vllm-project/vllm#57270) | Removed the 0.29 `max_seq_len_np` kwarg and the 0.29 eagle-block-drop branch | | `vllm_ascend/_310p/worker/v2/rope.py` | — | mrope `num_dims = model_config.mrope_num_dims` (dropped the 0.29 constant 3) | | `vllm_ascend/_310p/worker/v2/states.py` | [vllm#56908](vllm-project/vllm#56908) | `UvaBuffer.uva` property -> method; final v0.30.0 form | | `vllm_ascend/attention/mla_v1.py` | [vllm#56181](vllm-project/vllm#56181) | Draft TND_NTD layout forced via `_EXTRA_CTX.is_draft_model`; dropped the 0.29 gate | | `vllm_ascend/attention/utils.py` | [vllm#55353](vllm-project/vllm#55353) / [vllm#56157](vllm-project/vllm#56157) | Ascend-owned `_seq_lens_cpu`/`_num_computed_tokens_cpu`/`dcp_local_seq_lens_cpu` are now unconditional | | `vllm_ascend/batch_invariant.py` | — | `reduce_sum` accepts NumPy-style `axis` + `dtype`, rejects `dim`+`axis` together, forwards `dtype` to the native fallback | | `vllm_ascend/core/dyntra_lb_scheduler.py` | — | `KVConnectorBlockState` always uses `req_ids`+`resolve_block_ids` (dropped the 0.29 `block_ids` snapshot) | | `vllm_ascend/core/kv_cache_interface.py` | [vllm#53906](vllm-project/vllm#53906) | MLA `get_storage_block_size` override unconditional; dropped the 0.29 `storage_block_size` property | | `vllm_ascend/core/recompute_scheduler.py` | — | Dropped the xdrope kwarg and the 0.29 `block_ids` snapshot | | `vllm_ascend/core/scheduler_profiling_chunk.py` | — | Dropped the 0.29 `block_ids` snapshot | | `vllm_ascend/distributed/kv_transfer/kv_pool/kv_offload/native/npu.py` | — | Block -> chunk API (`num_chunks`, `kv_bytes_per_chunk`) unconditional | | `vllm_ascend/lora/punica_npu.py` | [vllm#53555](vllm-project/vllm#53555) + boundary | `add_lora_logits` per-adapter matmul fallback for heads smaller than the rank; final state drops the `apply_lora_full_linear` binding (both supported targets predate #53555) | | `vllm_ascend/models/__init__.py` | [vllm#56741](vllm-project/vllm#56741) | V4.1 registration (`DeepseekV41ForCausalLM`/`DSparkModel`) unconditional | | `vllm_ascend/models/deepseek_v41/engram/embedding.py` | [vllm#56741](vllm-project/vllm#56741) | `deepseek_v4_1` -> `deepseek_v41` import unconditional | | `vllm_ascend/models/deepseek_v41/engram/hash_state.py` | [vllm#56741](vllm-project/vllm#56741) | `deepseek_v4_1` -> `deepseek_v41` import unconditional | | `vllm_ascend/models/deepseek_v41/engram/parallel.py` | [vllm#56741](vllm-project/vllm#56741) | `deepseek_v4_1` -> `deepseek_v41` import unconditional | | `vllm_ascend/models/deepseek_v41/model.py` | [vllm#56741](vllm-project/vllm#56741) | `deepseek_v4_1` -> `deepseek_v41` import unconditional | | `vllm_ascend/models/deepseek_v41/vl_model.py` | [vllm#56741](vllm-project/vllm#56741) / [vllm#56554](vllm-project/vllm#56554) | `deepseek_v41` imports; drop `IMAGE_PAD_ID`/alignment-pad handling on main | | `vllm_ascend/ops/mla.py` | [vllm#56157](vllm-project/vllm#56157) | `MLAAttention.supports_pcp_dcp = True` set on the class, unconditional | | `vllm_ascend/ops/rotary_embedding.py` | [vllm#56446](vllm-project/vllm#56446) | YaRN mscale signature adaptation; v0.29 branch collapsed | | `vllm_ascend/patch/__init__.py` | [vllm#55914](vllm-project/vllm#55914) / [vllm#56930](vllm-project/vllm#56930) | Registry entry for the new draft-EP patch; dropped version gates | | `vllm_ascend/patch/platform/__init__.py` | [vllm#56741](vllm-project/vllm#56741 Engram | `patch_engram_config` imported unconditionally | | `vllm_ascend/patch/platform/patch_balance_schedule.py` | — | Dropped the 0.29 `block_ids` snapshot | | `vllm_ascend/patch/platform/patch_kv_cache_coordinator.py` | [vllm#54736](vllm-project/vllm#54736) + boundary | Accept/forward `allow_partial_hash_hits`; collapsed the 0.29 gate | | `vllm_ascend/patch/platform/patch_parallel_config.py` | [vllm#54523](vllm-project/vllm#54523) | Removed the 0.29 `_validate_parallel_config` PCP+DP workaround; keeps `use_sequence_parallel_moe` | | `vllm_ascend/patch/platform/patch_speculative_config.py` | [vllm#55914](vllm-project/vllm#55914) without [vllm#56930](vllm-project/vllm#56930) | Skip `_verify_with_expert_parallelism` for non-MoE draft (`runner_type=="draft"`) | | `vllm_ascend/patch/platform/patch_use_v2_model_runner.py` | [vllm#54523](vllm-project/vllm#54523) | Removed the 0.28.0 PCP+DP validation workaround | | `vllm_ascend/patch/worker/patch_bind_kv_cache.py` | [vllm#53781](vllm-project/vllm#53781) | Ascend `bind_kv_cache_to_layers` (assign the raw allocation); collapsed the 0.29 gate | | `vllm_ascend/patch/worker/patch_deepseek_v2.py` | [vllm#53781](vllm-project/vllm#53781) | Accept/ignore `index_group_builder`; `SparseMLAIndexGroupBuilder` import collapse | | `vllm_ascend/patch/worker/patch_mamba_utils.py` | [vllm#56898](vllm-project/vllm#56898) | `GPUInputBatch` import source version-gated, then collapsed to `gpu_input_batch.InputBatch` | | `vllm_ascend/patch/worker/patch_v2/patch_attn_utils.py` | [vllm#53781](vllm-project/vllm#53781) | Register Ascend `bind_kv_cache_to_layers`; expose tuple element 0 for the device filter; collapsed the 0.29 gate | | `vllm_ascend/patch/worker/patch_v2/patch_dspark.py` | — | Legacy Spec+PP bypass comment (inactive on v0.30.0) | | `vllm_ascend/patch/worker/patch_v2/patch_spec_pp.py` | [vllm#56888](vllm-project/vllm#56888) | Alias `async_tensor_h2d as async_copy_to_gpu`; collapsed the 0.29 gate | | `vllm_ascend/patch/worker/patch_v2/patch_uva.py` | [vllm#56908](vllm-project/vllm#56908) | `uva` property vs method; final v0.30.0 method form | | `vllm_ascend/spec_decode/llm_base_proposer.py` | [vllm#56254](vllm-project/vllm#56254) + [vllm#55914](vllm-project/vllm#55914) / [vllm#56930](vllm-project/vllm#56930) + boundary | Gate the V4.1 DSpark import by `HAS_TRITON`; static `_draft_embed_accepts_mm` check instead of the runtime `embed_input_ids` probe; collapsed version gates | | `vllm_ascend/utils.py` | — | `vllm_version_is` docstring 0.29 -> 0.30; Kimi MLA custom-op registration unconditional | | `vllm_ascend/worker/model_runner_v1.py` | [vllm#56741](vllm-project/vllm#56741) | V4.1 dsa metadata/cache imports unconditional; removed xdrope position handling | | `vllm_ascend/worker/v2/aclgraph_utils.py` | [vllm#51700](vllm-project/vllm#51700) | `ModelAclGraphManager.__init__` accepts/forwards `ubatch_runner`; `UBatchRunner` import collapse | | `vllm_ascend/worker/v2/model_runner.py` | [vllm#56888](vllm-project/vllm#56888) / [vllm#53867](vllm-project/vllm#53867) / [vllm#51700](vllm-project/vllm#51700) / [vllm#57270](vllm-project/vllm#57270) + [vllm#56181](vllm-project/vllm#56181) + boundary | Async-copy alias; pass `BatchExecutionDescriptor` to `maybe_partition_pcp_batch`; `ubatch_runner`; `make_dummy(is_padding)`; keep the replicated PCP draft on the global batch; collapsed version gates. Also restores the `_check_oproj_tp_graph_step` guard and the PD decode-recompute `gather_batch_req_state` override accidentally removed by the v0.28.0-boundary cleanup (`e30adae80`) | | `vllm_ascend/worker/v2/pcp_manager.py` | [vllm#56888](vllm-project/vllm#56888) / [vllm#56107](vllm-project/vllm#56107) / [vllm#53867](vllm-project/vllm#53867) + [vllm#56181](vllm-project/vllm#56181) + boundary | Async alias; drop `req_states`; forward `padded_num_reqs`; `prepare_draft_prefill` no-op / `restore_for_sampling` skip; collapsed version gates | | `vllm_ascend/worker/v2/pp_utils.py` | — | `use_legacy_spec_pp()` returns `False` | | `vllm_ascend/worker/v2/spec_decode/autoregressive/speculator.py` | [vllm#56181](vllm-project/vllm#56181) | Route through `_build_uniform_attn_metadata`/`_build_attn_metadata`; re-hook the Ascend rotary-positions injection onto the new methods; dropped the 0.29 gate | | `vllm_ascend/worker/v2/spec_decode/dflash/speculator.py` | [vllm#56181](vllm-project/vllm#56181) | Same `BatchExecutionDescriptor` routing; dropped the 0.29 gate | | `vllm_ascend/worker/v2/spec_decode/dspark/speculator.py` | [vllm#56181](vllm-project/vllm#56181) | Same routing; dropped the 0.29 gate | ### Does this PR introduce _any_ user-facing change? ### How was this patch tested? - vLLM main: vllm-project/vllm@84030bb --------- Signed-off-by: hfadzxy <starmoon_zhang@163.com> Co-authored-by: zhao-stack <80399320+zhao-stack@users.noreply.github.com>

mergify Bot added the bug Something isn't working label Sep 15, 2026

kyleliang-nv changed the title ~~[Bugfix] Disable expert parallelism for dense speculative drafts~~ [Bugfix][Spec Decode] Fix EAGLE and dense draft startup with EP Sep 15, 2026

kyleliang-nv force-pushed the kylliang/fix-dense-spec-draft-ep branch from de41bed to e679fb5 Compare September 16, 2026 15:50

kyleliang-nv marked this pull request as ready for review September 16, 2026 15:50

kyleliang-nv requested review from ProExpertProg, WoosukKwon, houseroad, mgoin, robertgshaw2-redhat, tlrmchlsmth, yewentao256 and youkaichao as code owners September 16, 2026 15:50

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kyleliang-nv force-pushed the kylliang/fix-dense-spec-draft-ep branch from e679fb5 to 9be3744 Compare September 16, 2026 18:09

kyleliang-nv and others added 3 commits September 16, 2026 11:09

[Bugfix] Disable expert parallelism for dense speculative drafts

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Co-authored-by: OpenAI Codex <codex@openai.com> Signed-off-by: Kyle Liang <kyleliang-nv@users.noreply.github.com>

kyleliang-nv force-pushed the kylliang/fix-dense-spec-draft-ep branch from 9be3744 to a2e2e90 Compare September 16, 2026 18:10

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WoosukKwon merged commit c58ff53 into vllm-project:main Sep 17, 2026
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[Bugfix][Spec Decode] Only inherit expert parallelism for a MoE drafter #56933

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[Bugfix][Spec Decode] Don't swap the Gemma4 MTP draft into the target's VllmConfig #56936

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[ROCm][Kimi-K3] Add opt-in gfx942 MXFP4-to-int4 conversion #51274

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[Spec Decode] Enable GLM-5.3-Flash DFlash2 end to end #55423

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[Spec Decode][Model] Support DFlash2 draft models with GLM-5.3-Flash #56983

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[CI][Misc] main2main vllm v0.30.0 vllm-project/vllm-ascend#16527

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[Bugfix][Spec Decode] Fix EAGLE and dense draft startup with EP - #56930

[Bugfix][Spec Decode] Fix EAGLE and dense draft startup with EP#56930
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kyleliang-nv commented Sep 15, 2026 •

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