evalplus

EvalPlus for rigourous evaluation of LLM-synthesized code (by evalplus)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better evalplus alternative or higher similarity.

evalplus reviews and mentions

Posts with mentions or reviews of evalplus. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-25.
  • The AI Reproducibility Crisis in GPT-3.5/GPT-4 Research
    4 projects | news.ycombinator.com | 25 Aug 2023
    *Further Reading*:

    - [GPT-4's decline over time (HackerNews)](https://news.ycombinator.com/item?id=36786407)

    - [GPT-4 downgrade discussions (OpenAI Forums)](https://community.openai.com/t/gpt-4-has-been-severely-downg...)

    - [Behavioral changes in ChatGPT (arXiv)](https://arxiv.org/abs/2307.09009)

    - [Zero-Shot Replication Effort (Github)](https://github.com/emrgnt-cmplxty/zero-shot-replication)

    - [Inconsistencies in GPT-4 HumanEval (Github)](https://github.com/evalplus/evalplus/issues/15)

    - [Early experiments with GPT-4 (arXiv)](https://arxiv.org/abs/2303.12712)

    - [GPT-4 Technical Report (arXiv)](https://arxiv.org/abs/2303.08774)

  • Official WizardCoder-15B-V1.0 Released! Can Achieve 59.8% Pass@1 on HumanEval!
    5 projects | /r/LocalLLaMA | 15 Jun 2023
    ❗Note: In this study, we copy the scores for HumanEval and HumanEval+ from the LLM-Humaneval-Benchmarks. Notably, all the mentioned models generate code solutions for each problem utilizing a single attempt, and the resulting pass rate percentage is reported. Our WizardCoder generates answers using greedy decoding and tests with the same code.

Stats

Basic evalplus repo stats
3
865
9.3
4 days ago

evalplus/evalplus is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of evalplus is Python.


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