Sample notebooks and prompts for LLM evaluation

Source code for the Neo4j Graph Data Science library of graph algorithms.

Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI

What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets

Build ChatGPT over your data, all with natural language

Go ahead and axolotl questions

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut …

🦙 Integrating LLMs into structured NLP pipelines

33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

Tool for helping developers keep their code bases clean and decoupled. It allows visualising a code base complexity using a 3d force-directed graph of files and the dependencies between them.

Tools for merging pretrained large language models.

[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".

Intel One Mono font repository

yet another rss reader

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

DRAFT accepted at EMNLP 2023 Findings

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

Efficient few-shot learning with Sentence Transformers

Enabling PyTorch on XLA Devices (e.g. Google TPU)

🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!

This repo includes ChatGPT prompt curation to use ChatGPT better.

Open source platform for the machine learning lifecycle

Luavim is a simple neovim configuration written in lua, aiming to provide a base config.