doc: Update 0.19.0 release notes #3976
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litaotju
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Pull Request Overview
This PR updates the release notes for TensorRT-LLM Release 0.19.0 by adding comprehensive sections describing new features, API changes, and fixed issues.
- Added a detailed "TensorRT-LLM Release 0.19.0" section with key features, API updates, and bug fixes
- Retained historical release notes sections for 0.18.2 and 0.18.1 for context
Comments suppressed due to low confidence (2)
docs/source/release-notes.md:8
- [nitpick] Consider clarifying the ordering of the release notes; grouping releases in clear chronological order can help prevent confusion when historical releases are interleaved.
## TensorRT-LLM Release 0.19.0
docs/source/release-notes.md:32
- [nitpick] Ensure consistent naming conventions for the Qwen models; clarifying the distinction between 'Qwen2.5‑VL' and 'Qwen2‑VL' can improve readability.
- Added Qwen2.5‑VL support and refactored Qwen2‑VL.
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chzblych
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Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
Signed-off-by: Kaiyu Xie <[email protected]>
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dcampora
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Signed-off-by: Kaiyu Xie <[email protected]>
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* fix: Fix/fused moe 0.19 (#3799) * fix bug of stream init Signed-off-by: bhsueh <[email protected]> * fix bug Signed-off-by: bhsueh <[email protected]> --------- Signed-off-by: bhsueh <[email protected]> * fix: Add pre-download of checkpoint before benchmark. (#3772) * Add pre-download of checkpoint before benchmark. Signed-off-by: Frank Di Natale <[email protected]> * Add missing remote code flag. Signed-off-by: Frank Di Natale <[email protected]> * Move from_pretrained to throughput benchmark. Signed-off-by: Frank Di Natale <[email protected]> * Move download and use snapshot_download. Signed-off-by: Frank Di Natale <[email protected]> * Removed trusted flag. Signed-off-by: Frank Di Natale <[email protected]> * Fix benchmark command in iteration log test. Signed-off-by: Frank Di Natale <[email protected]> --------- Signed-off-by: Frank Di Natale <[email protected]> * [https://nvbugspro.nvidia.com/bug/5241495][fix] CUDA Graph padding with overlap scheduler (#3839) * fix Signed-off-by: Enwei Zhu <[email protected]> * fuse Signed-off-by: Enwei Zhu <[email protected]> * fix Signed-off-by: Enwei Zhu <[email protected]> * fix Signed-off-by: Enwei Zhu <[email protected]> --------- Signed-off-by: Enwei Zhu <[email protected]> * TRTLLM-4875 feat: Add version switcher to doc (#3871) Signed-off-by: Kaiyu Xie <[email protected]> * waive a test (#3897) Signed-off-by: Superjomn <[email protected]> * docs:fix https://nvbugs/5244616 by removing new invalid links. (#3939) Signed-off-by: nv-guomingz <[email protected]> Co-authored-by: nv-guomingz <[email protected]> * fix: remote mpi session abort (#3884) * fix remote mpi session Signed-off-by: Superjomn <[email protected]> * fix Signed-off-by: Superjomn <[email protected]> --------- Signed-off-by: Superjomn <[email protected]> * skip fp8 gemm for pre-hopper (#3931) Signed-off-by: Ivy Zhang <[email protected]> * [https://nvbugspro.nvidia.com/bug/5247148][fix] Attention DP with overlap scheduler (#3975) * fix Signed-off-by: Enwei Zhu <[email protected]> * update multigpu list Signed-off-by: Enwei Zhu <[email protected]> * fix namings Signed-off-by: Enwei Zhu <[email protected]> --------- Signed-off-by: Enwei Zhu <[email protected]> * Doc: Fix H200 DeepSeek R1 perf doc (#4006) * fix doc Signed-off-by: jiahanc <[email protected]> * update perf number Signed-off-by: jiahanc <[email protected]> --------- Signed-off-by: jiahanc <[email protected]> * Fix the perf regression caused by insufficient cache warmup. (#4042) Force tuning up to 8192 sequence length for NVFP4 linear op. Also, make this runtime-selectable with UB enabled. Signed-off-by: Yukun He <[email protected]> * doc: Update 0.19.0 release notes (#3976) Signed-off-by: Kaiyu Xie <[email protected]> * Optimize the AutoTuner cache access code to reduce host code overhead. (#4060) The NVFP4 Linear op is very sensitive to the host overhead. This PR introduces customizable `find_nearest_profile` and `get_cache_key_specifc`, which allow users to override the default method for generating the cache key. Signed-off-by: Yukun He <[email protected]> * Update switcher (#4098) Signed-off-by: Kaiyu Xie <[email protected]> * doc: update release notes (#4108) Signed-off-by: Kaiyu Xie <[email protected]> * docs:update 0.19 doc. (#4120) Signed-off-by: nv-guomingz <[email protected]> * docs:add torch flow supported model list. (#4129) Signed-off-by: nv-guomingz <[email protected]> * doc: Release V0.19 Perf Overview Update (#4166) Signed-off-by: zpatel <[email protected]> * Fix readme of autodeploy. Signed-off-by: Daniel Campora <[email protected]> * Update tensorrt_llm/_torch/pyexecutor/llm_request.py Co-authored-by: Enwei Zhu <[email protected]> Signed-off-by: Daniel Cámpora <[email protected]> * Revert mgmn worker node. Signed-off-by: Daniel Campora <[email protected]> * Change to disable_overlap_scheduler. Signed-off-by: Daniel Campora <[email protected]> --------- Signed-off-by: bhsueh <[email protected]> Signed-off-by: Frank Di Natale <[email protected]> Signed-off-by: Enwei Zhu <[email protected]> Signed-off-by: Kaiyu Xie <[email protected]> Signed-off-by: Superjomn <[email protected]> Signed-off-by: nv-guomingz <[email protected]> Signed-off-by: Ivy Zhang <[email protected]> Signed-off-by: jiahanc <[email protected]> Signed-off-by: Yukun He <[email protected]> Signed-off-by: nv-guomingz <[email protected]> Signed-off-by: zpatel <[email protected]> Signed-off-by: Daniel Campora <[email protected]> Signed-off-by: Daniel Cámpora <[email protected]> Co-authored-by: bhsueh_NV <[email protected]> Co-authored-by: Frank <[email protected]> Co-authored-by: Enwei Zhu <[email protected]> Co-authored-by: Kaiyu Xie <[email protected]> Co-authored-by: Yan Chunwei <[email protected]> Co-authored-by: nv-guomingz <[email protected]> Co-authored-by: nv-guomingz <[email protected]> Co-authored-by: Ivy Zhang <[email protected]> Co-authored-by: jiahanc <[email protected]> Co-authored-by: Yukun He <[email protected]> Co-authored-by: Zac Patel <[email protected]>
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