alpaca_eval
medmcqa
alpaca_eval | medmcqa | |
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4 | 1 | |
1,160 | 116 | |
12.0% | 0.0% | |
9.6 | 0.0 | |
5 days ago | over 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | MIT License |
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alpaca_eval
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UltraLM-13B reaches top of AlpacaEval leaderboard
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
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[P] AlpacaEval : An Automatic Evaluator for Instruction-following Language Models
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
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!
medmcqa
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[R] Happy to share our latest Research paper : MedMCQA: A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering
Code Repository : GitHub - medmcqa/medmcqa
What are some alternatives?
Local-LLM-Comparison-Colab-UI - Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.
ThoughtSource - A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
DeepLearningExamples - State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
SKAB - SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
FinGPT - FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
tableQA-Chinese - Unsupervised tableQA and databaseQA on chinese finance question and tabular data
llm-search - Querying local documents, powered by LLM
alpaca_farm - A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
language-planner - Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
UltraChat - Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)