alpaca_eval
UltraChat
| alpaca_eval | UltraChat | |
|---|---|---|
| 4 | 3 | |
| 1,134 | 2,117 | |
| 10.0% | 1.8% | |
| 9.6 | 6.7 | |
| 7 days ago | 2 months ago | |
| Jupyter Notebook | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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!
UltraChat
- UltraChat's License is now MIT
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Looks like there is a new model UltraLM that topped the AlpacaEval Leaderboard
UltraLM Repo: https://github.com/thunlp/UltraChat
- UltraLM-13B reaches top of AlpacaEval leaderboard
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.
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.
marqo - Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
FinGPT - FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
MOSS - An open-source tool-augmented conversational language model from Fudan University
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.
medmcqa - A large-scale (194k), Multiple-Choice Question Answering (MCQA) dataset designed to address realworld medical entrance exam questions.
language-planner - Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"