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A Multilingual Code Generation Tool.
We introduce CodeGeeX, a large-scale multilingual code generation model with 13 billion parameters, pre-trained on a large code corpus of more than 20 programming languages. As of June 22, 2022, CodeGeeX has been trained on more than 850 billion tokens on a cluster of 1,536 Ascend 910 AI Processors.
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (GGUF), Llama models.
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.
automatically tests prompt injection attacks on ChatGPT instances.
Prompt injection is a type of security vulnerability that can be exploited to control the behavior of a ChatGPT instance. By injecting malicious prompts into the system, an attacker can force the ChatGPT instance to do unintended actions.
Automatic Generation of Visualizations and Infographics with LLMs.
LIDA is a library for generating data visualizations and data-faithful infographics. LIDA is grammar agnostic (will work with any programming language and visualization libraries e.g. matplotlib, seaborn, altair, d3 etc) and works with multiple large language model providers (OpenAI, PaLM, Cohere, Huggingface). Details on the components of LIDA are described in the paper here and in this tutorial notebook. See the project page here for updates!.
Defog's SQLCoder is a state-of-the-art LLM for converting natural language questions to SQL queries.
Your Guide to Communicating with Artificial Intelligence.
Learn how to use ChatGPT and other AI tools to accomplish your goals using our free and open source curriculum, designed for all skill levels!
Get up and running with large language models, locally.
Run Llama 2 and other models on macOS. Customize and create your own.
Operating LLMs in production.
An open platform for operating large language models (LLMs) in production.
Fine-tune, serve, deploy, and monitor any LLMs with ease.
Run open-source LLMs on your computer. Works offline. Zero configuration.
Falcon LLM is a foundational large language model (LLM) with 40 billion parameters trained on one trillion tokens. TII has now released Falcon LLM – a 40B model.
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
RedPajama-Data: An Open Source Recipe to Reproduce LLaMA training dataset.
Stability AI Language Models.
This repository contains Stability AI's ongoing development of the StableLM series of language models and will be continuously updated with new checkpoints. The following provides an overview of all currently available models. More coming soon.