real Transformer TeraFLOPS on various GPUs
☆911Jan 9, 2024Updated 2 years ago
Alternatives and similar repositories for transformers-benchmarks
Users that are interested in transformers-benchmarks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 深度学习经典、新论文逐段精读☆33,307Mar 22, 2025Updated last year
- Ongoing research training transformer models at scale☆16,427Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,246Aug 14, 2025Updated 9 months ago
- Fast and memory-efficient exact attention☆23,836Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,340May 14, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Making large AI models cheaper, faster and more accessible☆41,386Updated this week
- Transformer related optimization, including BERT, GPT☆6,416Mar 27, 2024Updated 2 years ago
- Best practice for training LLaMA models in Megatron-LM☆665Jan 2, 2024Updated 2 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,386Updated this week
- Example models using DeepSpeed☆6,820Updated this week
- LightSeq: A High Performance Library for Sequence Processing and Generation☆3,301May 16, 2023Updated 3 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,138May 13, 2026Updated last week
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆479Mar 15, 2024Updated 2 years ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,948Apr 19, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,651Jul 25, 2023Updated 2 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆15,918Jul 24, 2024Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,462Apr 21, 2026Updated last month
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,474May 1, 2026Updated 3 weeks ago
- 用文本编辑器剪视频☆7,700Oct 5, 2024Updated last year
- An open-source tool-augmented conversational language model from Fudan University☆12,121Jul 13, 2024Updated last year
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,809May 8, 2026Updated 2 weeks ago
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,659Jul 18, 2024Updated last year
- High performance NCCL plugin for Bagua.☆15Sep 15, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,858Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆80,418Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,691Updated this week
- Inference code for Llama models☆59,425Jan 26, 2025Updated last year
- Development repository for the Triton language and compiler☆19,246Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,073Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆71,468Updated this week
- PyTorch extensions for high performance and large scale training.☆3,406Apr 26, 2025Updated last year
- ☆13Feb 22, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,156Mar 11, 2025Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,128Jan 23, 2026Updated 4 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,967Updated this week
- 《动手学深度学习》：面向中文读者、能运行、可讨论 。中英文版被70多个国家的500多所大学用于教学。☆77,927Jul 30, 2024Updated last year
- Train transformer language models with reinforcement learning.☆18,411Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,110Jun 30, 2025Updated 10 months ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆160,794Updated this week