alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast. (by tatsu-lab)

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alpaca_eval reviews and mentions

Posts with mentions or reviews of alpaca_eval. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-06-08.
  • MT-Bench: Comparing different LLM Judges
    2 projects | dev.to | 8 Jun 2024
    Another popular option for LLM evaluation is AlpacaEval. This one uses a newer and cheaper GPT-4 Turbo model as a baseline. The authors of AlpacaEval provided correlation coefficients of different evals with LMSYS Arena showing a strong association between LLM judges' scores and human preferences at the Arena:
  • UltraLM-13B reaches top of AlpacaEval leaderboard
    3 projects | /r/LocalLLaMA | 28 Jun 2023
    Alpaca Eval is open source and was developed by the same team who trained the alpaca model afaik. It is not like what you said in the other comment
  • [P] AlpacaEval : An Automatic Evaluator for Instruction-following Language Models
    2 projects | /r/LocalLLaMA | 8 Jun 2023
    I have been going deep in this space for my can-ai-code project and was looking at the config that WizardLM was run with: https://github.com/tatsu-lab/alpaca_eval/blob/main/src/alpaca_eval/models_configs/wizardlm-13b/configs.yaml
    2 projects | /r/MachineLearning | 8 Jun 2023
    an automatic evaluator that is easy to use, fast, cheap and validated against 20K human annotations. It actually has a higher agreement with majority vote of humans than a single human annotator! Of course, our method still has limitations which we discuss here!
  • A note from our sponsor - SaaSHub
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