facebookresearch / xformersLinks
Hackable and optimized Transformers building blocks, supporting a composable construction.
☆10,157Updated last week
Alternatives and similar repositories for xformers
Users that are interested in xformers are comparing it to the libraries listed below
Sorting:
- Accessible large language models via k-bit quantization for PyTorch.☆7,801Updated last week
- Fast and memory-efficient exact attention☆20,904Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,348Updated last week
- Using Low-rank adaptation to quickly fine-tune diffusion models.☆7,487Updated last year
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,032Updated 11 months ago
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆31,956Updated this week
- Transformer related optimization, including BERT, GPT☆6,360Updated last year
- Simple, safe way to store and distribute tensors☆3,537Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,215Updated last week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,696Updated last month
- Development repository for the Triton language and compiler☆17,794Updated this week
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,119Updated last year
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,203Updated 3 weeks ago
- Official repo for consistency models.☆6,451Updated last year
- Karras et al. (2022) diffusion models for PyTorch☆2,535Updated 11 months ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,710Updated last month
- Train transformer language models with reinforcement learning.☆16,552Updated this week
- PyTorch extensions for high performance and large scale training.☆3,387Updated 7 months ago
- Ongoing research training transformer models at scale☆14,493Updated this week
- An open source implementation of CLIP.☆13,089Updated last month
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,177Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,778Updated last year
- High-Resolution Image Synthesis with Latent Diffusion Models☆13,627Updated last year
- Taming Transformers for High-Resolution Image Synthesis☆6,367Updated last year
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,192Updated 3 weeks ago
- An open-source framework for training large multimodal models.☆4,049Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆40,961Updated this week
- Foundation Architecture for (M)LLMs☆3,123Updated 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 H…☆2,971Updated last week
- Let us control diffusion models!☆33,406Updated last year