alxvar

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

fastfit

FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes

uv

An extremely fast Python package installer and resolver, written in Rust.

dspy

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

llmperf

gateway

A Blazing Fast AI Gateway with integrated Guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

DeepSpeed

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

cookbook

Deep learning for dummies. All the practical details and useful utilities that go into working with real models.

trl

Train transformer language models with reinforcement learning.

skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

ml-engineering

Machine Learning Engineering Open Book

llama2.rs

A fast llama2 decoder in pure Rust.

ruff

An extremely fast Python linter and code formatter, written in Rust.

pydantic-core

Core validation logic for pydantic written in rust

pydantic

Data validation using Python type hints

llama2.c

Inference Llama 2 in one file of pure C

teenygrad

If tinygrad wasn't small enough for you...

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

pma2020

ssh-keep

Easy way to access and keep track of your SSH connections.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Single-Image-Super-Resolution

A collection of high-impact and state-of-the-art SR methods

tensorflow

An Open Source Machine Learning Framework for Everyone

losi-vicevi

Kolekcija loših autorskih viceva.

awesome-background-subtraction

A curated list of background subtraction related papers and resources

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"