Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

This repository contains demos I made with the Transformers library by HuggingFace.

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM …

📑 PageIndex: Document Index for Reasoning-based RAG

Developer APIs to Accelerate LLM Projects

Practical course about Large Language Models.

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…

“Dive Into OCR” is a textbook developed by the PaddleOCR community that integrates OCR theory and practice.

Upstage api examples and guides

Falcon LLM with Chat UI using LangChain and Chainlit

LLM Engineering CrashCourse

Vehicle Management System

speaker encoder based on speaker verification task, WavLM pre-trained.

Evaluating the Effectiveness of Transformer Layers in Wav2Vec 2.0, XLS-R, and Whisper for Speaker Identification Tasks

Vehicle reidentification

This is a speaker verification project with WavLM. The basic project for finetuning WAVLM with small Persian data .