✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)
hf-mirror-cli 使用国内镜像，无需配置开箱即用，快速下载hugingface上的模型
Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow
A great tool for solving math captchas !
DeveloperGPT is a LLM-powered command line tool that enables natural language to terminal commands and in-terminal chat.
A Python-based REST API for PDF OCR using AI models with PyTorch and Transformers that runs in a Docker container.
Interactive tool for analyzing attention patterns in transformer models with layer-wise visualizations, token importance scoring, and attention flow diagrams
Collection of OSS models that are containerized into a serving container
Examples of Prompt Engineering, Zero Shot Learning, Few Shot Learning and Retrieval Augmented Generation (RAG) using Hugging Face, Databricks and MLflow
You don't have to worry about mastering photo editing techniques to remove an object from your photo. Simply mark over the areas you want to erase, and our AI will take care of the rest.
A curated resource for mastering Transformers and Hugging Face libraries, featuring practice problems, code examples, and interview-focused NLP concepts. Covers model fine-tuning, tokenization, and deployment with Python for technical interview success.
llm-newsletter-generator transforms a valid RSS feed into a "Newsletter" using AI models via PyTorch and Transformers; this is experimental.
A targeted resource for mastering Hugging Face libraries in Python, featuring practice problems, code examples, and interview-focused NLP concepts. Covers model fine-tuning, tokenization, and deployment for excelling in AI and data science interviews.
Welcome to the Document QA system! This repository contains the code for a system that allows you to ask questions about your documents and get answers based on their contents. It supports a wide range of document formats, including PDF, Word, Excel, PowerPoint, text files, and even images!
This project employs the GFPGAN algorithm to upscale and restore images. The tool leverages state-of-the-art deep learning models to enhance image quality and potentially restore degraded parts of the image.
In this repository, I have explained the working of the Transformer architecture, provided the code for building it from scratch, and demonstrated how to train it.
Wrangle messy numerical, image, and text data into consistent well-organized formats
Hugging Face Model downloader and GGUF Converter.
Simple GPT app that uses the falcon-7b-instruct model with a Flask front-end.
Natural language model AI via HTTP
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