ローカルLLM
thClaws
Open source AI agent harness in native Rust - GUI, CLI, webapp from one binary
★ 1.2k スターApache-2.0
ガイドを見る →TrustLLMは、HowieHwongが公開しているオープンソースのローカルLLMプロジェクトです（GitHub: HowieHwong/TrustLLM）。GitHubスターは633、フォークは68で、MITライセンスの下で公開されています。GitHubでの最終更新は2026年10月4日です。
[ICML 2024] TrustLLM: LLM trustworthiness evaluation across truthfulness, safety
Clone HowieHwong/TrustLLM and move into the project folder.
Install the Python requirements with pip — a virtual environment keeps things clean.
Choose a local model or add a provider API key.
Run prompts and keep everything under your control.
Built around artificial intelligence from the ground up.
Built for autonomous AI agent workflows.
Includes benchmarks to measure model quality.
Ships with datasets.
Model evaluation workflows.
Hallucination measurement.
Download the source and move into the project folder.
git clone https://github.com/HowieHwong/TrustLLM.git
cd TrustLLMSet up what the project needs to run.
pip install -r requirements.txtStart the app — the README has the exact command and flags.
python main.py # entrypoint varies — check the READMEMIT licensed — free for personal and commercial use.
The app itself is free; cloud models need your own API key and are billed by the provider. Local models cost nothing to run.
Clone the repo and pip-install the requirements — the README covers the exact steps.
The GitHub repo's issues and discussions are the main support channel.
Last pushed 2026-10-04 with 68 forks. Skim recent commits to gauge momentum before relying on it.
Open source AI agent harness in native Rust - GUI, CLI, webapp from one binary
Dreaming explorable worlds: local AI assistant.
AI gets the context.
Compile and run LLMs anywhere - phones, laptops, browsers and GPUs - with one engine
A fast LLM inference server for Apple Silicon, managed from the macOS menu bar
Desktop lab for prototyping AI agents — inspect steps, replay failures.
LibreAIカタログに掲載されたローカルLLMプロジェクトの中で最もスターの多いもの — TrustLLMが合わなかった場合に検討したい、現実的な候補リストです。
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カタログの中でTrustLLMとスター数が近いローカルLLMプロジェクト — 前後の棚もそのまま見て回れます。
Private AI chat and model studio that runs in your browser via WebGPU.
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