* Replace sanity test for nemotron h with a correctness test
* Add prefill+decode reference logprobs from initial implementation + batched forward test
* Add testing that decode matches prefill - compare decode vs all prefilling the decoded tokens
* first commit of cpp moe loadbalance code
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add python bindings for moe load balance
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add python wrapper, ut and bug fixes
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add binding for layerId and update binding test
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
* add host tensor sharing and ut
Signed-off-by: Dongxu Yang <78518666+dongxuy04@users.noreply.github.com>
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Signed-off-by: Dongxu Yang <78518666+dongxuy04@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>
* Add llama4 disagg accuracy tests
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
* Make it async and add GSM8K benchmark
Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
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Signed-off-by: Iman Tabrizian <10105175+tabrizian@users.noreply.github.com>
* Fix padded vocab size for Llama
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* Refactor multi GPU llama executor tests, and reuse the built model engines
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* Fix test list typo
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* WIP
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* Further WIP
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* WIP
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* Update test lists and readme
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* Try parametrize for asymmetric
Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
* Parametrize + skip unsupported combinations
Signed-off-by: domb <3886319+DomBrown@users.noreply.github.com>
* Update test list
Signed-off-by: domb <3886319+DomBrown@users.noreply.github.com>
* Reduce environment duplicated code
Signed-off-by: domb <3886319+DomBrown@users.noreply.github.com>
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Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
Signed-off-by: domb <3886319+DomBrown@users.noreply.github.com>
* Deduce default max_tokens for trtllm-serve
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
* Improve executor_config.max_seq_len assignment in TRT workflow
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
* Enhance error message
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
* Add deduced max_tokens test
Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
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Signed-off-by: Pengyun Lin <81065165+LinPoly@users.noreply.github.com>
* [Docs] - Some clean-up for the docs
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
* [Infra] - Some clean-up for the CI pipeline
Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
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Signed-off-by: Yanchao Lu <yanchaol@nvidia.com>
* add ll-nm-nano tests that map to nim requirements
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
* prune some pytorch cases (fp8)
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
* removing pyt backend test changes
- When validating the pytorch tests with the isl/osl/conc/quant settings (that is done for cpp backend too), seeing hangs that need further debugging.
- Therefore don't want to block this PR, hence removing them.
- Seeing
Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
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Signed-off-by: Venky <23023424+venkywonka@users.noreply.github.com>
Signed-off-by: Hao Lu <14827759+hlu1@users.noreply.github.com@users.noreply.github.com>
Co-authored-by: Hao Lu <14827759+hlu1@users.noreply.github.com@users.noreply.github.com>
chore: restore symmetry of worker start/shutdown
chore: fix return type of cal_max_tokens
chore: type some more return values
fix: free resources before re-claiming
Signed-off-by: ixlmar <206748156+ixlmar@users.noreply.github.com>
