(Windows/Linux) Local WebUI with neural network models (LLM, Stable Diffusion, AudioCraft, AudioLDM2, TTS, Bark, Whisper, Demucs, LibreTranslate, ZeroScope2, TripoSR, Shap-E, GLIGEN, Wav2Lip, Roop, Rembg, CodeFormer, Moondream 2) on python (In Gradio interface)

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Annotations of the interesting ML papers I read

Generative AI projects including concepts such as RAG, Fine-tuning, Conversation Retrieval, etc.

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

AI-First Process Automation with Large ([Language (LLMs) / Action (LAMs) / Multimodal (LMMs)] / Visual Language (VLMs)) Models

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Unify Efficient Fine-Tuning of 100+ LLMs

Repository for the paper "Advancing Time Series Forecasting: Variance-Aware Loss Functions in Transformers"

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

Lumina-T2X is a unified framework for Text to Any Modality Generation

this project are create by transformers library for detect the emotion of input text.

Practical course about Large Language Models.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

A simple but complete full-attention transformer with a set of promising experimental features from various papers

EVERYTHING YOU NEED FOR DATA SCIENCE.

Fine-Tuning transformer model(DistillBERT) for text classification using transformers Trainer API

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.

EasyDeL is an OpenSource Library to make your training faster and more Optimized With cool Options for training and serving Both in Python And Mojo🔥