Python humaneval

Open-source Python projects categorized as humaneval
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Topics: wizardcoder
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Python humaneval Projects

  • code-eval

    Run evaluation on LLMs using human-eval benchmark

    • Project mention: Ask HN: LLM Leaderboard for Code Generation? | news.ycombinator.com | 2023-08-14

    You're looking for "HumanEval" tests. Not saying this is the best way to test it, but it's the only standard test I know of that code models are compared with and are commonly benchmarked for

    The current best models you'd want to try that I'm aware of is WizardCoder(15B), Starcoder(15B), and replit's code model(3B). Replit's instruct model is interesting because of it's competitive performance while only being a 3B model so it's the easiest/fastest to use.

    https://github.com/abacaj/code-eval - This is a large mostly up to date list of benchmarks

    https://huggingface.co/WizardLM/WizardCoder-15B-V1.0 - has a chart with a mostly up to date comparison

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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1 code-eval 346

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