Python - 100天从新手到大师

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A game theoretic approach to explain the output of any machine learning model.

A guidance language for controlling large language models.

Natural Language Processing Tutorial for Deep Learning Researchers

QLoRA: Efficient Finetuning of Quantized LLMs

A course in reinforcement learning in the wild

A scikit-learn compatible neural network library that wraps PyTorch

The 3rd edition of course.fast.ai

Data augmentation for NLP

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

SoTA LLM for converting natural language questions to SQL queries

Solve puzzles. Improve your pytorch.

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Bayesian optimization in PyTorch

exercise for nndl

Public repo for HF blog posts

Structured state space sequence models

The hub for EleutherAI's work on interpretability and learning dynamics

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

Datasets, tools, and benchmarks for representation learning of code.

Puzzles for learning Triton

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

BERT score for text generation

maximal update parametrization (µP)

Fast, general, and tested differentiable structured prediction in PyTorch

OLMoE: Open Mixture-of-Experts Language Models

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web" -- the first LLM-based web agent and benchmark for generalist web agents

Generative Representational Instruction Tuning