TensorRT-LLM v0.18.1 release (#3389)

kaiyux · web-flow · commit 62f3c954b9e4 · 2025-04-09T09:06:37.000+08:00
diff --git a/README.md b/README.md
@@ -9,7 +9,7 @@ TensorRT-LLM
 [![python](https://img.shields.io/badge/python-3.10-green)](https://www.python.org/downloads/release/python-31012/)
 [![cuda](https://img.shields.io/badge/cuda-12.8.1-green)](https://developer.nvidia.com/cuda-downloads)
 [![trt](https://img.shields.io/badge/TRT-10.9.0-green)](https://developer.nvidia.com/tensorrt)
-[![version](https://img.shields.io/badge/release-0.18.0-green)](./tensorrt_llm/version.py)
+[![version](https://img.shields.io/badge/release-0.18.1-green)](./tensorrt_llm/version.py)
 [![license](https://img.shields.io/badge/license-Apache%202-blue)](./LICENSE)
 
 [Architecture](./docs/source/architecture/overview.md)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Performance](./docs/source/performance/perf-overview.md)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Examples](./examples/)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Documentation](./docs/source/)&nbsp;&nbsp;&nbsp;|&nbsp;&nbsp;&nbsp;[Roadmap](https://docs.google.com/presentation/d/1gycPmtdh7uUcH6laOvW65Dbp9F1McUkGDIcAyjicBZs/edit?usp=sharing)
diff --git a/cpp/tensorrt_llm/batch_manager/aarch64-linux-gnu/version.txt b/cpp/tensorrt_llm/batch_manager/aarch64-linux-gnu/version.txt
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diff --git a/docs/source/release-notes.md b/docs/source/release-notes.md
@@ -5,6 +5,15 @@
 All published functionality in the Release Notes has been fully tested and verified with known limitations documented. To share feedback about this release, access our [NVIDIA Developer Forum](https://forums.developer.nvidia.com/).
 
 
+## TensorRT-LLM Release 0.18.1
+
+### Key Features and Enhancements
+  - **The 0.18.x series of releases builds upon the 0.17.0 release, focusing exclusively on dependency updates without incorporating features from the previous 0.18.0.dev pre-releases. These features will be included in future stable releases**.
+
+### Infrastructure Changes
+  - The dependent `transformers` package version is updated to 4.48.3.
+
+
 ## TensorRT-LLM Release 0.18.0
 
 ### Key Features and Enhancements
diff --git a/examples/baichuan/requirements.txt b/examples/baichuan/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.15.0
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/bloom/requirements.txt b/examples/bloom/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/chatglm/requirements.txt b/examples/chatglm/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 protobuf
diff --git a/examples/commandr/requirements.txt b/examples/commandr/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets==2.14.6
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/dbrx/requirements.txt b/examples/dbrx/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/deepseek_v1/requirements.txt b/examples/deepseek_v1/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.6
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/draft_target_model/requirements.txt b/examples/draft_target_model/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 sentencepiece>=0.1.99
diff --git a/examples/eagle/requirements.txt b/examples/eagle/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 SentencePiece~=0.1.99
diff --git a/examples/falcon/requirements.txt b/examples/falcon/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 transformers>=4.31.0
 datasets~=2.14.5
 evaluate~=0.4.1
diff --git a/examples/gemma/requirements.txt b/examples/gemma/requirements.txt
@@ -2,7 +2,7 @@
 # WAR the new posting of "nvidia-cudnn-cu12~=9.0".
 # "jax[cuda12_pip]~=0.4.19" specifies "nvidia-cudnn-cu12>=8.9" but actually requires "nvidia-cudnn-cu12~=8.9".
 nvidia-cudnn-cu12~=8.9; platform_machine == "x86_64"
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 flax~=0.8.0
 # jax[cuda12_pip]~=0.4.19; platform_system != "Windows"
 jax~=0.4.19; platform_system == "Windows"
diff --git a/examples/gpt/requirements.txt b/examples/gpt/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/gptj/requirements.txt b/examples/gptj/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/gptneox/requirements.txt b/examples/gptneox/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 evaluate~=0.4.1
diff --git a/examples/grok/requirements.txt b/examples/grok/requirements.txt
@@ -1,5 +1,5 @@
 -f https://storage.googleapis.com/jax-releases/jax_cuda_releases.html
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets==2.14.6
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/internlm/requirements.txt b/examples/internlm/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets==2.14.5
 rouge_score~=0.1.2
 sentencepiece>=0.1.99
diff --git a/examples/jais/requirements.txt b/examples/jais/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/llama/requirements.txt b/examples/llama/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 transformers>=4.43.0
 datasets==2.14.6
 evaluate~=0.4.1
diff --git a/examples/lookahead/requirements.txt b/examples/lookahead/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 sentencepiece>=0.1.99
diff --git a/examples/mamba/requirements.txt b/examples/mamba/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 transformers>=4.39.0
 datasets~=2.14.5
 evaluate
diff --git a/examples/medusa/requirements.txt b/examples/medusa/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 sentencepiece>=0.1.99
diff --git a/examples/mixtral/requirements.txt b/examples/mixtral/requirements.txt
@@ -1,3 +1,3 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 transformers==4.38.2
 accelerate==0.25.0
diff --git a/examples/mpt/requirements.txt b/examples/mpt/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/nemotron/requirements.txt b/examples/nemotron/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 nemo-toolkit[all]==2.0.0rc1
 megatron-core==0.8.0
 datasets~=2.14.5
diff --git a/examples/opt/requirements.txt b/examples/opt/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/phi/requirements.txt b/examples/phi/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/prompt_lookup/requirements.txt b/examples/prompt_lookup/requirements.txt
@@ -1,5 +1,5 @@
 --extra-index-url https://pypi.nvidia.com
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 sentencepiece~=0.1.99
diff --git a/examples/quantization/requirements.txt b/examples/quantization/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets>=2.14.4
 nemo-toolkit[all]==2.0.0rc1
 rouge_score~=0.1.2
diff --git a/examples/qwen/requirements.txt b/examples/qwen/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.16.0
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/qwenvl/requirements.txt b/examples/qwenvl/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.16.0
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/recurrentgemma/requirements.txt b/examples/recurrentgemma/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 git+https://github.com/google-deepmind/recurrentgemma.git@8a32e365
 flax>=0.8.2
 jax~=0.4.23
diff --git a/examples/redrafter/requirements.txt b/examples/redrafter/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.14.5
 rouge_score~=0.1.2
 sentencepiece>=0.1.99
diff --git a/examples/skywork/requirements.txt b/examples/skywork/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets~=2.16.1
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/smaug/requirements.txt b/examples/smaug/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 datasets==2.14.6
 evaluate~=0.4.1
 rouge_score~=0.1.2
diff --git a/examples/whisper/requirements.txt b/examples/whisper/requirements.txt
@@ -1,4 +1,4 @@
-tensorrt_llm==0.18.0
+tensorrt_llm==0.18.1
 tiktoken
 datasets
 kaldialign
diff --git a/requirements.txt b/requirements.txt
@@ -24,8 +24,7 @@ torchvision
 nvidia-modelopt[torch]~=0.25.0
 nvidia-nccl-cu12
 nvidia-cuda-nvrtc-cu12
-# TODO: Remove the <4.48.0 constraint once https://github.com/huggingface/transformers/issues/35625 is resolved.
-transformers>=4.47.0,<4.48.0
+transformers==4.48.3
 pydantic>=2.9.1
 pillow==10.3.0
 wheel
diff --git a/tensorrt_llm/models/gemma/smoothquant.py b/tensorrt_llm/models/gemma/smoothquant.py
diff --git a/tensorrt_llm/version.py b/tensorrt_llm/version.py
diff --git a/tests/llmapi/apps/_test_openai_multi_chat.py b/tests/llmapi/apps/_test_openai_multi_chat.py

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`1`	`1`	`e383212a40dca932c7b77bf4544dab80 libtensorrt_llm_ucx_wrapper.so`
`2`		`-3c5fe5eb86077f67febc42070be11f11de17c1e2 commit`
	`2`	`+d2efc6043262c896e262e8d8b97055af0f1f8b47 commit`