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Long Context Transfer from Language to Vision
Build Hierarchical Autonomous Agents through Config. Collaborative Growth of Specialized Agents.
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.
An Open-source Toolkit for LLM Development
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Home of StarCoder: fine-tuning & inference!
Self-hosted version of OpenAI’s new stateful Assistants API
Examples and guides for using the OpenAI API
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
SoTA LLM for converting natural language questions to SQL queries
The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Code for our ACL 2023 Paper "Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models".
A natural language interface for computers
Referral Augmentation for Zero-Shot Information Retrieval https://arxiv.org/abs/2305.15098
Instruct-tune LLaMA on consumer hardware
Using Tree-of-Thought Prompting to boost ChatGPT's reasoning
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
The prediction results of ChatGPT on various datasets of Text-to-SQL.