Go ahead and axolotl questions

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

LiveBench: A Challenging, Contamination-Free LLM Benchmark

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

A language for constraint-guided and efficient LLM programming.

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

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.

A repository for research on medium sized language models.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

This is the repository for "SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Recognition"

Our maintained PFN repository. Come here to train SOTA PFNs.

Interactively explore unstructured datasets from your dataframe.

An All-MLP solution for Vision, from Google AI

Kolmogorov Arnold Networks

Distribute and run LLMs with a single file.

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

Document Artifical Intelligence

Datasets derived from US census data

Benchmarking synthetic data generation methods.

Puzzles for learning Triton

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Concrete ML: Privacy Preserving ML framework using Fully Homomorphic Encryption (FHE), built on top of Concrete, with bindings to traditional ML frameworks.

TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.

Fast and Accurate ML in 3 Lines of Code

🧬 Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human Genomics

A multi-thread crawler framework with many builtin image crawlers provided.

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)