zou-group / textgradLinks
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
☆3,081Updated 3 months ago
Alternatives and similar repositories for textgrad
Users that are interested in textgrad are comparing it to the libraries listed below
Sorting:
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,529Updated 9 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,927Updated last week
- A library for advanced large language model reasoning☆2,302Updated 5 months ago
- [ICLR 2025] Automated Design of Agentic Systems☆1,459Updated 9 months ago
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,609Updated 9 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,108Updated last week
- Evaluate your LLM's response with Prometheus and GPT4 💯☆1,013Updated 6 months ago
- Large Concept Models: Language modeling in a sentence representation space☆2,304Updated 9 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,726Updated this week
- Official repo for the paper "Scaling Synthetic Data Creation with 1,000,000,000 Personas"☆1,398Updated 9 months ago
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,952Updated 2 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,572Updated 5 months ago
- AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.☆1,071Updated 2 weeks ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,243Updated last year
- Bringing BERT into modernity via both architecture changes and scaling☆1,563Updated 4 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,938Updated 2 months ago
- A reading list on LLM based Synthetic Data Generation 🔥☆1,460Updated 5 months ago
- DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤☆1,077Updated 9 months ago
- MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering☆1,178Updated this week
- Synthetic data curation for post-training and structured data extraction☆1,553Updated 3 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,761Updated 6 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,074Updated last year
- Recipes to scale inference-time compute of open models☆1,118Updated 5 months ago
- AllenAI's post-training codebase☆3,294Updated this week
- ☆1,035Updated 11 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,467Updated last year
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆2,298Updated 2 weeks ago
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆801Updated 4 months ago
- MTEB: Massive Text Embedding Benchmark☆2,964Updated this week
- Efficient Retrieval Augmentation and Generation Framework☆1,743Updated 10 months ago