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SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2…

Python 14,217 1,446 Updated Jan 17, 2025

Curate better data for LLMs

Python 1,000 96 Updated Mar 19, 2024

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

Jupyter Notebook 2,525 164 Updated Dec 20, 2024

DSPy: The framework for programming—not prompting—language models

Python 21,138 1,595 Updated Jan 17, 2025

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

Python 4,852 431 Updated Nov 18, 2024

Simple, safe way to store and distribute tensors

Python 3,012 206 Updated Jan 9, 2025

LLM powered development for VSCode

TypeScript 1,254 133 Updated Jul 17, 2024

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RN…

Python 13,012 882 Updated Jan 10, 2025

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 36,276 4,201 Updated Jan 18, 2025

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Python 37,175 3,255 Updated Aug 17, 2024

Inference code for Llama models

Python 57,243 9,658 Updated Aug 18, 2024

Machine learning glossary

Python 3,035 725 Updated Aug 8, 2024

📺 Discover the latest machine learning / AI courses on YouTube.

16,179 1,936 Updated Jan 22, 2024

Meta-learning for NLP

Python 50 15 Updated Nov 27, 2020

DAM Data Acquisition for ML Benchmark, as part of the DataPerf benchmark suite, https://dataperf.org/

Python 23 4 Updated May 25, 2023

Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"

Python 326 34 Updated Nov 26, 2024

Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer

Python 103 12 Updated Jun 26, 2023

Sequence modeling with Mega.

Python 297 28 Updated Jan 28, 2023

Hackable and optimized Transformers building blocks, supporting a composable construction.

Python 8,921 636 Updated Jan 16, 2025

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 57,958 5,911 Updated Aug 24, 2024

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Python 5,308 328 Updated Jan 18, 2025

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting has…

Python 664 90 Updated Feb 27, 2024

Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"

Python 439 61 Updated Sep 6, 2023

Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.

Python 32 3 Updated Sep 26, 2023

Handout for the tutorial "Creating publication-quality figures with matplotlib"

Jupyter Notebook 2,142 305 Updated Nov 20, 2022

Supercharge Your Model Training

Python 5,241 429 Updated Jan 13, 2025

Solving reinforcement learning tasks which require language and vision

Python 32 1 Updated Apr 4, 2023

Google Research

Jupyter Notebook 34,709 7,990 Updated Jan 18, 2025

A Python parser for MediaWiki wikicode

Python 773 78 Updated Jan 13, 2025
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