aws-samples / fine-tuning-llm-with-domain-knowledge
This repo walks you through how to use transfer learning to fine tune a LLM (large language model) using UK Supreme Court case law as the domain specific training dataset. The model being fine-tuned is the HuggingFace GPTJ-6B model.
☆33Updated last year
Related projects ⓘ
Alternatives and complementary repositories for fine-tuning-llm-with-domain-knowledge
- ☆16Updated 10 months ago
- ☆37Updated 2 weeks ago
- ☆41Updated 9 months ago
- A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store☆14Updated 11 months ago
- Using LangChain's SQL Database Chain and Agent with various LLMs to perform Natural Language Queries (NLQ) of an Amazon RDS for PostgreSQ…☆46Updated last year
- Streamlit app for recommending eval functions using prompt diffs☆25Updated 10 months ago
- A generative AI-powered framework for testing virtual agents.☆108Updated this week
- ☆23Updated 7 months ago
- Context is Key: Combining Embedding-based Retrieval with LLMs for Comprehensive Knowledge Enrichment☆33Updated last year
- Applying Evaluation Driven Development (EDD) to aid in the design decision of RAG pipelines☆31Updated last year
- Python package that adds IntelligentGraph capabilities to RDFLib RDF graph package☆53Updated 10 months ago
- Question Answering application with Large Language Models (LLMs) and Amazon Postgresql using pgvector☆11Updated last week
- ☆18Updated last year
- This GitHub repository guides you through building an advanced Conversational AI assistant using AWS services and Anthropic's Claude V2 m…☆27Updated 6 months ago
- S3 vector database for LLM Agents and RAG.☆29Updated last year
- Dynamic Metadata based RAG Framework☆71Updated 3 months ago
- ☆12Updated 6 months ago
- An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and anal…☆59Updated 5 months ago
- This repository contains the source code for running llamaindex tutorials from https://howaibuildthis.substack.com/☆38Updated 10 months ago
- ☆38Updated 3 weeks ago
- Tutorial for DSPy☆21Updated 6 months ago
- ☆58Updated this week
- DSPY on action with OpenSource LLMs.☆57Updated 7 months ago
- This project presents a RAG chat app for the Speckle Developer Documentation.☆29Updated 4 months ago
- Use natural language to Generate Amazon Athena SQL queries to fetch data.☆50Updated 2 weeks ago
- Generate Tools and Toolkits from any Python SDK -- no extra code required☆49Updated 2 weeks ago
- The Generative AI Newsletter Application sample is a ready-to-use serverless solution designed to allow users to create rich newsletters …☆35Updated 3 weeks ago
- Resources for exploring Generative Feedback Loops with Weaviate!☆36Updated this week
- A GCP native, modular, parallelized Graph RAG implementation.☆20Updated last month
- Writing Blog Posts with Generative Feedback Loops!☆43Updated 8 months ago