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https://github.com/rentruewang/bocoel
Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.
https://github.com/rentruewang/bocoel
bayesian-optimization benchmarking evaluation language-model llm machine-learning
Last synced: about 2 months ago
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Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.
- Host: GitHub
- URL: https://github.com/rentruewang/bocoel
- Owner: rentruewang
- License: bsd-3-clause
- Created: 2023-12-16T02:31:02.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-11-03T09:13:26.000Z (about 2 months ago)
- Last Synced: 2024-11-03T09:18:54.995Z (about 2 months ago)
- Topics: bayesian-optimization, benchmarking, evaluation, language-model, llm, machine-learning
- Language: Python
- Homepage: https://bocoel.rentruewang.com/
- Size: 5.35 MB
- Stars: 271
- Watchers: 4
- Forks: 18
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md