Welcome to Chat2IA’s documentation!

Table of Content:

• Workflow Diagram Explanation
  • Benchmarking
  • Fine-tuning & Adapter Creation
  • Models with Adapters
  • Synthetic Data Generation
  • Interface
• The team
• FineTuning
  • FineTuning using Ludwig
  • Pushing the adapter into HuggingFace
  • How to load an adapter and attach it to the model (GPU)
• Domain specific dataset
  • Dataset format for FineTuning
  • Data Merging
  • Generating Synthetic Data for Six Sigma and 5M Applications
  • Host the dataset in HuggingFace
• Chainlit
  • Chainlit - hyperparameters tuning
  • Chainlit - model selection
  • Chainlit: an easy way to interact with LLMs
• RAG Application
  • ConversationChain Class
  • DocumentChain Class
• Deploy to Replicate
  • Overview
  • Setting Checkpoint Directory
  • Install Docker Script
  • Executing the Install Script
  • Install Replicate Cog
  • Initialize Cog
  • Define Cog Configuration
  • Define Requirements
  • Prediction Interface
  • Push to Replicate
  • Conclusion