Alpaca-LoRA as a Chatbot Service Project in Development (github.com)

Summary:

• Alpaca-LoRA is a chatbot service project under development that uses Alpaca-LoRA and Gradio.
• The project offers batch generation mode and streaming mode for multiple users, context management, and supports various LoRA checkpoints.

Key terms:

• Alpaca-LoRA: A chatbot service project under development
• Batch Generation Mode: Aggregates multiple requests up to batch_size and processes them sequentially
• Streaming Mode: Handles multiple requests in an interleaving way with threads
• Context Management: Remembers and stores conversation history for better response generation
• LoRA Checkpoints: Different checkpoints supported by Alpaca-LoRA for various use cases

Tags:

Open Source Machine Learning Chatbot Development Gradio LoRA Checkpoints Batch Generation Colab Streaming Batch Mode