jonleesy's starred repositories

vectordb

A minimal Python package for storing and retrieving text using chunking, embeddings, and vector search.

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langflow

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

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supabase-vscode-extension

Supabase Extension for VS Code and GitHub Copilot.

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segment-anything-2

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 the model.

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logstash-output-influxdb_v2

复制隔壁v1版本试试

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GovernmentGPT

An LLM fine-tuned on the British Commons Parliamentary Hansard to debate political topics like members of parliament.

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AWS-MLS-C01-Study-Guide

AWS MLS-C01 Study Guide

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GenAIEval

Evaluation, benchmark, and scorecard, targeting for performance on throughput and latency, accuracy on popular evaluation harness, safety, and hallucination

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GenAIComps

GenAI components at micro-service level; GenAI service composer to create mega-service

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GenAIExamples

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.

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mlx-examples

Examples in the MLX framework

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llama-recipes

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. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

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Segmentation-Pytorch

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

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simple-guide-to-mlx-finetuning

Generate train.jsonl and valid.jsonl files to use for fine-tuning Mistral and other LLMs.

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ln2sql

A tool to query a database in natural language

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lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

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mlx

MLX: An array framework for Apple silicon

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LibreChat

Enhanced ChatGPT Clone: Features Anthropic, OpenAI, Assistants API, Azure, Groq, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, langchain, DALL-E-3, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. Actively in public development.

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image_stacking

Automatic Image Stacking in OpenCV

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keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

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hf-codecomplete-server

Code completion server that can operate with huggingface code completion vscode extension

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vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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OpenInTerminal

✨ Finder Toolbar app for macOS to open the current directory in Terminal, iTerm, Hyper or Alacritty.

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WebODM

User-friendly, commercial-grade software for processing aerial imagery. 🛩

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bython

Python with braces. Because python is awesome, but whitespace is awful.

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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focus-stacking

Focus stacking in python using Laplacian pyramids

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Multi-Focus-Image-Fusion-in-DCT-Domain

Multi-Focus Image Fusion in DCT Domain using Variance and Energy of Laplacian and Correlation Coefficient for Visual Sensor Networks Matlab Code

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fastbook

The fastai book, published as Jupyter Notebooks

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ttach

Image Test Time Augmentation with PyTorch!

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