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Hackable and optimized Transformers building blocks, supporting a composable construction.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image …
[ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434
Adapted from https://note.com/kohya_ss/n/nbf7ce8d80f29 for easier cloning
🦜🔗 Build context-aware reasoning applications
Streamlit — A faster way to build and share data apps.
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…
Auto detecting, masking and inpainting with detection model.
Official Code for DragGAN (SIGGRAPH 2023)
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
Easy Docker setup for Stable Diffusion with user-friendly UI
Accessible large language models via k-bit quantization for PyTorch.
Cross-platform library for building Telegram clients
This repository contains tutorials and examples for Triton Inference Server
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
Deploy stable diffusion model with onnx/tenorrt + tritonserver
Deploy Your Own Stable Diffusion Service
Stable Diffusion web UI
GPU-ready Dockerfile to run Stability.AI stable-diffusion model v2 with a simple web interface. Includes multi-GPUs support.