TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
Latest release v1.2.1 · 20 Apr 2026
These files are NVIDIA/TensorRT-LLM's own configuration. They tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.
AGENTS.md A 2,961 tok CLAUDE.md A 13 tok .claude/skills/exec-env-check/SKILL.md A 146 tok .claude/skills/exec-local-compile/SKILL.md A 32 tok .claude/skills/exec-local-docker/SKILL.md A 62 tok .claude/skills/exec-local-slurm/SKILL.md A 119 tok .claude/skills/exec-remote-slurm/SKILL.md D 78 tok .claude/skills/exec-slurm-compile/SKILL.md A 62 tok .claude/skills/kernel-cute-writing/SKILL.md A 115 tok .claude/skills/kernel-tileir-optimization/SKILL.md A 135 tok .claude/skills/kernel-triton-writing/SKILL.md C 100 tok .claude/skills/perf-analysis/SKILL.md A 56 tok .claude/skills/perf-host-analysis/SKILL.md A 171 tok .claude/skills/perf-host-optimization/SKILL.md A 52 tok .claude/skills/perf-nsight-compute-analysis/SKILL.md B 80 tok .claude/skills/perf-nsight-systems/SKILL.md B 111 tok .claude/skills/perf-optimization-casebook/SKILL.md A 91 tok .claude/skills/perf-optimization/SKILL.md A 65 tok .claude/skills/perf-torch-cuda-graphs/SKILL.md A 119 tok .claude/skills/perf-torch-sync-free/SKILL.md A 99 tok .claude/skills/perf-workload-profiling/SKILL.md A 187 tok .claude/skills/trtllm-case-executor/SKILL.md A 104 tok .claude/skills/trtllm-code-contribution/SKILL.md A 100 tok .claude/skills/trtllm-codebase-exploration/SKILL.md A 92 tok .claude/skills/trtllm-flashinfer-upgrade/SKILL.md A 71 tok .claude/skills/trtllm-model-onboard-multimodal/SKILL.md A 93 tok .claude/skills/trtllm-moe-develop/SKILL.md A 149 tok .claude/skills/trtllm-serve-config-guide/SKILL.md A 74 tok .claude/skills/trtllm-test-script-builder/SKILL.md A 63 tok .claude/skills/trtllm-test-specialist/SKILL.md A 105 tok .codex/skills/visual-gen-component-test/SKILL.md A 80 tok .claude/agents/exec-compile-specialist.md A 77 tok .claude/agents/exec-local-slurm.md A 93 tok .claude/agents/exec-remote-slurm.md A 107 tok .claude/agents/kernel-cuda-specialist.md A 96 tok .claude/agents/kernel-cute-specialist.md A 152 tok .claude/agents/kernel-tileir-specialist.md A 114 tok .claude/agents/kernel-triton-specialist.md A 69 tok .claude/agents/perf-profiling-specialist.md A 152 tok .claude/agents/perf-test-sync.md A 334 tok .claude/agents/perf-torch-cuda-graph-specialist.md A 120 tok .claude/agents/trtllm-test-specialist.md A 75 tok