huggingface / accelerateLinks
π 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
β8,771Updated last week
Alternatives and similar repositories for accelerate
Users that are interested in accelerate are comparing it to the libraries listed below
Sorting:
- Fast and memory-efficient exact attentionβ17,664Updated this week
- Ongoing research training transformer models at scaleβ12,468Updated this week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β18,647Updated this week
- Accessible large language models via k-bit quantization for PyTorch.β7,088Updated last week
- Transformer related optimization, including BERT, GPTβ6,179Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.β9,548Updated last week
- Train transformer language models with reinforcement learning.β13,971Updated this week
- PyTorch extensions for high performance and large scale training.β3,328Updated last month
- A concise but complete full-attention transformer with a set of promising experimental features from various papersβ5,340Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β8,956Updated last month
- Foundation Architecture for (M)LLMsβ3,077Updated last year
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,670Updated 3 weeks ago
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β2,929Updated last week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β12,008Updated 5 months ago
- An open source implementation of CLIP.β11,853Updated last week
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)β7,430Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ21,300Updated 3 months ago
- π₯ Fast State-of-the-Art Tokenizers optimized for Research and Productionβ9,755Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,462Updated 11 months ago
- LAVIS - A One-stop Library for Language-Vision Intelligenceβ10,597Updated 6 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β38,667Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.β2,625Updated this week
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,228Updated 4 months ago
- An annotated implementation of the Transformer paper.β6,257Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)β4,659Updated last year
- Flax is a neural network library for JAX that is designed for flexibility.β6,586Updated this week
- A framework for few-shot evaluation of language models.β9,126Updated this week
- π€ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation toolsβ20,227Updated last week
- Serve, optimize and scale PyTorch models in productionβ4,330Updated this week
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"β6,367Updated last month