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Chaiverse

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Chaiverse Banner

PyPI version first-timers-only Friendly Pull Requests Welcome

$1M LLM Prize Hosted By

Chai Logo Chai Logo

Chaiverse is part of the Chai Prize Competition, accelerating community AGI.

It's the world's first open community challenge with real-user evaluations. You models will be directly deployed on the Chai App where our over 500K daily active users will be providing live feedback. Get to top of the leaderboard and share the $1 million cash prize!

🚀 Quick Start with Colab

  1. Join the Chaiverse Discord, our bot will greet you and give you a developer key 🥳
  2. Submit a model in < 10 minutes with Chaiverse Jupyter Notebook Quickstart
  3. Run through our Chaiverse Prompt Engineering Guide to submit models with custom prompts
  4. Run through our Chaiverse: Reward Model Guide to submit reward models! ❤️
  5. Run through our Chaiverse: Blend Model Guide to submit blended models!
  6. Take a look at our #new-joiners #dataset-sharing and #ai-discussions channels for easter eggs

📼 Local Installation

  1. Run pip install chaiverse
  2. Read through examples shown in the "Quick Start with Colab" section

:keyboard: Chaiverse CLI

You can also interact with Chaiverse directly from your terminal using Chaiverse CLI. Read through our user guide for instructions.

🧠 How Does It Work?

  • The chaiverse pip package provides a way to easily submit your language model, all you need to do is ensure it is on HuggingFace 🤗
  • We will automatically Tritonize your model for fast inference and host it in our internal GPU cluster 🚀
  • Once deployed, Chai users on our platform who enter the arena mode will be rating your model directly, providing you with both quantatitive and verbal feedback 📈
  • Both the public leaderboard and user feedback for your model can be directly downloaded via the chaiverse package 🧠
  • Cash prizes will be allocated according to your position in the leaderboard 💰

Chai Pipeline

Resources

🤗 Chai Huggingface Tons of models / datasets for you to finetune on! Including past winner solutions
📒 Fine tuning guide Guide on language model finetuning
💾 Datasets Curated list of open-sourced datasets to get started with finetuning
💖 Chaiverse Discord Our Chaiverse Competition discord
🚀 Deepspeed Guide Guide for training with Deepspeed (faster training without GPU bottleneck)
💬 Example Conversations Here you can find 100 example conversations from the Chai Platform
⚒️ Build with us If you think what we are building is cool, join us!
Competition EULA Covers terms of use and competition agreements

CHAI RESEARCH CORP. COMPETITION END USER LICENSE AGREEMENT (EULA)

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