* Revert "[nvbugs/5274894] fix: Moving finished context requests to generation (#4576)"
This reverts commit d39bcb6b40.
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* fix: Sort requests for functional correctness and performance
- Moved sorting related logic to a dedicated function for better clarity and maintainability.
- Enhanced sorting logic to separate finished context requests from ongoing ones before sorting by Lora task ID.
- Updated function documentation to reflect the sorting behavior and its purpose.
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
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Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* Restore per-channel pre-quant
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
* Update TRT test script
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
* Fix pre-commit
Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
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Signed-off-by: Barry Kang <43644113+Barry-Delaney@users.noreply.github.com>
* Unwaive test for Qwen model.
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
* update.
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
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Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
* extend pyt nano tests perf coverage
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
* explicitly set maxnt for some cases
This is because the test harness default to no prefill chunking, that means the isl specified is the true context.
When explicitly unspecified in the test harness, the `maxnt` passed down to `trtllm-bench` is 2048.
This means trtllm-bench gets conflicting inputs when isl>2048 but maxnt=2048; hence overriding maxnt to be consistent with isl for such cases.
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
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Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
fix: Moving finished context requests to generation
- Unfinished chunked context requests appear at end of context requests vector.
- Replaced std::find_if with std::partition to find the correct position to move finished context requests to generation.
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Fixed the mrope argument missing issue in the summary tasks for Qwen models.
And re-enabled the fixed tests.
Signed-off-by: Yukun He <23156053+hyukn@users.noreply.github.com>
* docs: Add KV Cache Management documentation
* Introduced a new document detailing the hierarchy and event system for KV cache management, including definitions for Pool, Block, and Page.
* Updated the index.rst to include a reference to the new kv-cache-management.md file.
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* Update docs/source/advanced/kv-cache-management.md
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* Update KV Cache Pool Management
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* docs: Addcross-file links
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* docs: Clarify tokens_per_block
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
* docs: Clarify acronyms
Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
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Signed-off-by: Robin Kobus <19427718+Funatiq@users.noreply.github.com>
Co-authored-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
* Fix TRTLLMSampler.
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
* Added type hint.
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
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Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Chore: waive torch compile test cases of deepseek v3 lite (#4508)
waive torch compile test cases of deepseek v3 lite
Signed-off-by: junq <22017000+QiJune@users.noreply.github.com>
* doc: [TRTLLM-325]Integrate the NGC image in Makefile automation and documentation
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
* WAR against https://github.com/advisories/GHSA-vqfr-h8mv-ghfj
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
* Fix default assignment for CUDA architectures in SBSA build
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
* Push new docker images
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
* Handle constraints.txt in setup.py
Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
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Signed-off-by: Martin Marciniszyn Mehringer <11665257+MartinMarciniszyn@users.noreply.github.com>
* [AutoDeploy] HF factory improvements
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
* improve monkey-patches and add unit tests
Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
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Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>
* add cases for rtx_pro_6000 and update test filter
Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
* amend a typo in model llama_v3.1_405b_instruct fp4 and add more cases for rtx pro 6000 and waive_list
Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
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Signed-off-by: Ruodi <200874449+ruodil@users.noreply.github.com>
Co-authored-by: Larry <197874197+LarryXFly@users.noreply.github.com>
This PR adds a customized allreduce to TensorRT-LLM. The new allreduce is used for communication on PCIe-based GPUs via low-precision quantization, which can accelerate the PCIe allreduce process.
Signed-off-by: Hui Kang <hkang@nvidia.com>
Co-authored-by: Hui Kang <hkang@nvidia.com>
