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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Robust Speech Recognition via Large-Scale Weak Supervision
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The simplest, fastest repository for training/finetuning medium-sized GPTs.
PyTorch Tutorial for Deep Learning Researchers
💫 Industrial-strength Natural Language Processing (NLP) in Python
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Best Practices on Recommendation Systems
🔍 AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your da…
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Fast and memory-efficient exact attention
An educational resource to help anyone learn deep reinforcement learning.
Hackable and optimized Transformers building blocks, supporting a composable construction.
🧙 Build, run, and manage data pipelines for integrating and transforming data.
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
A system for quickly generating training data with weak supervision
PyTorch implementations of deep reinforcement learning algorithms and environments
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and mo…