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A platform for building and deploying social AI chatbots.

CHAI is an AI platform focused on building and deploying social AI chatbots. It provides a comprehensive infrastructure for developing, training, and serving large language models (LLMs) optimized for social interactions. The platform leverages in-house trained LLMs and model blending techniques to enhance user engagement and retention. Key features include custom CUDA kernels for efficient inference, GPU orchestration for scaling, and reward models trained on user signals to optimize chatbot behavior. CHAI's architecture supports multi-cluster, multi-GPU-type serving of hundreds of LLMs, enabling personalized and engaging user experiences. It utilizes reinforcement learning techniques such as PPO, DPO, and GRPO to continuously improve model performance based on user feedback and preferences. CHAI's platform also incorporates advanced features like model blending and Best-of-8 rejection sampling to further enhance the quality of chatbot interactions.
CHAI is an AI platform focused on building and deploying social AI chatbots.
Explore all tools that specialize in llm training. This domain focus ensures CHAI delivers optimized results for this specific requirement.
Ensembling different LLMs trained on different targets at the conversation level to improve user retention.
Utilizing an upgraded reward model to select the best response from 8 generated candidates.
Optimized CUDA kernels for efficient inference on NVIDIA GPUs.
In-house cluster orchestration platform for handling multi-cluster, multi-GPU-type serving of hundreds of LLMs.
An upgrade from Direct Preference Optimization that results in engagement improvement by learning from user preferences.
Training reward models directly on user signals, such as retry rate and chat session length, to optimize chatbot behavior.
Create a CHAI developer account.
Define the purpose and persona of your social AI chatbot.
Train your LLM using CHAI's platform and tools.
Implement reward models based on user feedback.
Deploy your chatbot to CHAI's platform.
Monitor performance metrics and iterate on your model.
Utilize custom CUDA kernels and GPU orchestration for optimized inference.
All Set
Ready to go
Verified feedback from other users.
"Users praise CHAI for its engaging and personalized chatbot experiences."
Post questions, share tips, and help other users.
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