FrameworkActive

TensorRT-LLM

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

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Updated 15 min ago · first seen 11 Sept 2026

framework_01M294ES1YRZVZWYQP5W3K09DW

Version: 1.3.0rc26; T2 · 20 min ago
Released: 9 Sept 2026; T2 · 20 min ago
Stars: 14,597; T2 · 15 min ago

Specification

Repository: github.com/NVIDIA/TensorRT-LLM
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Created at: 16 Aug 2023
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Default branch: main
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Homepage: https://nvidia.github.io/TensorRT-LLM
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Kind: runtime
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Latest release: 9 Sept 2026
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Latest release tag: v1.3.0rc26
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Latest version: 1.3.0rc26
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
License name: Other
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Forks: 2,736
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 15 min agomedium
Releases: 89
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 15 min agomedium
Stars: 14,597
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 15 min agomedium
Tags: 99
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 15 min agomedium
Watchers: 122
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 15 min agomedium
PyPI: tensorrt-llm
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Readme url: https://raw.githubusercontent.com/NVIDIA/TensorRT-LLM/HEAD/README.md
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Releases url: https://github.com/NVIDIA/TensorRT-LLM/releases
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium
Topics: blackwell, cuda, llm-serving, moe, pytorch
Source:GitHub public repositories (HTML, releases.atom, raw files)T2observed 20 min agomedium

Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →

Provenance

Attributed facts

Source tiers

T219

Freshest observation

15 min ago

Conflicts

None

As of

Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.

Claim history

19 claims · 19 properties

Repositoryrepository_url1

Claim history for Repository
Value	Valid from → to	Status	Source	Confidence	Extractor
https://github.com/NVIDIA/TensorRT-LLM	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Created atcreated_at1

Claim history for Created at
Value	Valid from → to	Status	Source	Confidence	Extractor
16 Aug 2023	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Default branchdefault_branch1

Claim history for Default branch
Value	Valid from → to	Status	Source	Confidence	Extractor
main	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Descriptiondescription1

Claim history for Description
Value	Valid from → to	Status	Source	Confidence	Extractor
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.	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Homepagehomepage1

Claim history for Homepage
Value	Valid from → to	Status	Source	Confidence	Extractor
https://nvidia.github.io/TensorRT-LLM	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Kindkind1

Claim history for Kind
Value	Valid from → to	Status	Source	Confidence	Extractor
runtime	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Latest releaselatest_release_at1

Claim history for Latest release
Value	Valid from → to	Status	Source	Confidence	Extractor
9 Sept 2026	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Latest release taglatest_release_tag1

Claim history for Latest release tag
Value	Valid from → to	Status	Source	Confidence	Extractor
v1.3.0rc26	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Latest versionlatest_version1

Claim history for Latest version
Value	Valid from → to	Status	Source	Confidence	Extractor
1.3.0rc26	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

License namelicense_name1

Claim history for License name
Value	Valid from → to	Status	Source	Confidence	Extractor
Other	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Forksmetric.forks1

Claim history for Forks
Value	Valid from → to	Status	Source	Confidence	Extractor
2,736	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Releasesmetric.releases1

Claim history for Releases
Value	Valid from → to	Status	Source	Confidence	Extractor
89	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Starsmetric.stars1

Claim history for Stars
Value	Valid from → to	Status	Source	Confidence	Extractor
14,597	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Tagsmetric.tags1

Claim history for Tags
Value	Valid from → to	Status	Source	Confidence	Extractor
99	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Watchersmetric.watchers1

Claim history for Watchers
Value	Valid from → to	Status	Source	Confidence	Extractor
122	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

PyPIpypi1

Claim history for PyPI
Value	Valid from → to	Status	Source	Confidence	Extractor
tensorrt-llm	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Readme urlreadme_url1

Claim history for Readme url
Value	Valid from → to	Status	Source	Confidence	Extractor
https://raw.githubusercontent.com/NVIDIA/TensorRT-LLM/HEAD/README.md	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Releases urlreleases_url1

Claim history for Releases url
Value	Valid from → to	Status	Source	Confidence	Extractor
https://github.com/NVIDIA/TensorRT-LLM/releases	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Topicstopics1

Claim history for Topics
Value	Valid from → to	Status	Source	Confidence	Extractor
blackwell, cuda, llm-serving, moe, pytorch	11 Sept 2026 21:02 UTC → current	current	GitHub public repositories (HTML, releases.atom, raw files)T2	medium	deterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
GitHub public repositories (HTML, releases.atom, raw files)	github.com/NVIDIA/TensorRT-LLM/releases.atom	feed	T2· Quality secondary	15 min ago	1
GitHub public repositories (HTML, releases.atom, raw files)	raw.githubusercontent.com/NVIDIA/TensorRT-LLM/HEAD/README.md	readme	T2· Quality secondary	15 min ago	1
GitHub public repositories (HTML, releases.atom, raw files)	github.com/NVIDIA/TensorRT-LLM	repository	T2· Quality secondary	15 min ago	2

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.