richawo / chain-of-densityLinks
Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!
☆77Updated 8 months ago
Alternatives and similar repositories for chain-of-density
Users that are interested in chain-of-density are comparing it to the libraries listed below
Sorting:
- ☆57Updated 2 years ago
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆92Updated last month
- ☆93Updated 2 years ago
- This repository implements the chain of verification paper by Meta AI☆181Updated 2 years ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆106Updated 2 months ago
- A Ruby on Rails style framework for the DSPy (Demonstrate, Search, Predict) project for Language Models like GPT, BERT, and LLama.☆132Updated last year
- Synthetic Data for LLM Fine-Tuning☆119Updated last year
- ☆73Updated last year
- Use the OpenAI Batch tool to make async batch requests to the OpenAI API.☆100Updated last year
- clean up your LLM datasets☆114Updated 2 years ago
- 📝 Reference-Free automatic summarization evaluation with potential hallucination detection☆102Updated last year
- Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform☆91Updated 2 months ago
- RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker☆123Updated 3 weeks ago
- Chat Markup Language conversation library☆55Updated last year
- EcoAssistant: using LLM assistant more affordably and accurately☆133Updated last year
- Mixing Language Models with Self-Verification and Meta-Verification☆110Updated 11 months ago
- Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first app…☆169Updated last year
- Claude API Test Project☆87Updated last year
- Problem solving by engaging multiple AI agents in conversation with each other and the user.☆230Updated last year
- Fact-checking LLM outputs with self-ask☆304Updated 2 years ago
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆221Updated last year
- A re-implementation of Meta-Prompt in LangChain for building self-improving agents.☆63Updated 2 years ago
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆91Updated 10 months ago
- Anthropic Claude2 Hackathon:Building MCTS with Claude for optimal action prediction during patient/doctor interactions.☆106Updated 2 years ago
- Track the progress of LLM context utilisation☆55Updated 7 months ago
- A strongly typed Python DSL for developing message passing multi agent systems☆53Updated last year
- Simple Graph Memory for AI applications☆89Updated 6 months ago
- Google Deepmind's PromptBreeder for automated prompt engineering implemented in langchain expression language.☆155Updated last year
- 📚 Datasets and models for instruction-tuning☆237Updated 2 years ago
- PanML is a high level generative AI/ML development and analysis library designed for ease of use and fast experimentation.☆116Updated 2 years ago