sshh12 / llm_optimize
LLM Optimize is a proof-of-concept library for doing LLM (large language model) guided blackbox optimization.
☆55Updated last year
Alternatives and similar repositories for llm_optimize:
Users that are interested in llm_optimize are comparing it to the libraries listed below
- A repository re-creating the PromptBreeder Evolutionary Algorithm from the DeepMind Paper in Python using LMQL as the backend.☆27Updated last year
- [ICML 2023] "Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation", Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswal, …☆40Updated last year
- ☆73Updated last year
- Small, simple agent task environments for training and evaluation☆18Updated 5 months ago
- ReLM is a Regular Expression engine for Language Models☆103Updated last year
- Using Large Language Models for Repo-wide Type Prediction☆109Updated last year
- Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents☆122Updated 9 months ago
- LLM-powered autonomous agent with hierarchical task management☆47Updated last year
- ☆24Updated last year
- A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ☆64Updated last year
- ☆48Updated 4 months ago
- A repository of projects and datasets under active development by Alignment Lab AI☆22Updated last year
- A new way to generate large quantities of high quality synthetic data (on par with GPT-4), with better controllability, at a fraction of …☆22Updated 6 months ago
- LLM reads a paper and produce a working prototype☆51Updated 2 weeks ago
- Automated testing and benchmarking for code generation agents.☆18Updated last year
- LLM finetuning☆42Updated last year
- ☆74Updated 2 months ago
- Chat Markup Language conversation library☆55Updated last year
- A re-implementation of Meta-Prompt in LangChain for building self-improving agents.☆63Updated last year
- Pre-training code for CrystalCoder 7B LLM☆54Updated 10 months ago
- ☆21Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- A forest of autonomous agents.☆19Updated 2 months ago
- Open Implementations of LLM Analyses☆102Updated 5 months ago
- One Line To Build Zero-Data Classifiers in Minutes☆36Updated 6 months ago
- Because it's there.☆16Updated 6 months ago
- ☆39Updated 8 months ago
- Score LLM pretraining data with classifiers☆55Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆31Updated 10 months ago
- Code for the paper: CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models☆17Updated 2 months ago