facebookresearch / xformersLinks
Hackable and optimized Transformers building blocks, supporting a composable construction.
β10,257Updated this week
Alternatives and similar repositories for xformers
Users that are interested in xformers are comparing it to the libraries listed below
Sorting:
- Fast and memory-efficient exact attentionβ21,516Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,427Updated this week
- Accessible large language models via k-bit quantization for PyTorch.β7,867Updated 3 weeks ago
- Transformer related optimization, including BERT, GPTβ6,378Updated last year
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,122Updated last year
- π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.β32,391Updated this week
- Simple, safe way to store and distribute tensorsβ3,581Updated 2 weeks ago
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β20,424Updated this week
- Foundation Architecture for (M)LLMsβ3,130Updated last year
- PyTorch extensions for high performance and large scale training.β3,393Updated 8 months ago
- Ongoing research training transformer models at scaleβ14,798Updated this week
- An open source implementation of CLIP.β13,203Updated 2 months ago
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β3,237Updated 3 weeks ago
- Using Low-rank adaptation to quickly fine-tune diffusion models.β7,509Updated last year
- A concise but complete full-attention transformer with a set of promising experimental features from various papersβ5,754Updated 2 weeks ago
- LAVIS - A One-stop Library for Language-Vision Intelligenceβ11,110Updated last year
- PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generationβ5,628Updated last year
- β2,933Updated this week
- Development repository for the Triton language and compilerβ18,041Updated this week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (Nβ¦β4,694Updated 3 weeks ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ21,932Updated 3 weeks ago
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"β8,258Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β41,159Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,807Updated last year
- Official repo for consistency models.β6,463Updated last year
- π¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorchβ2,183Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hβ¦β3,055Updated this week
- An open-source framework for training large multimodal models.β4,056Updated last year
- Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.β4,337Updated 2 months ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)β¦β14,273Updated 3 weeks ago