Bradley Grantham's starred repositories

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

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serverless-fastapi

Building an serverless (API Gateway and Lambda) app with Python (using Mangum), Docker (with ECR) and Terraform

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pgvecto.rs

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

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moto

A library that allows you to easily mock out tests based on AWS infrastructure.

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ImageBind

ImageBind One Embedding Space to Bind Them All

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imagededup

😎 Finding duplicate images made easy!

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tenacity

Retrying library for Python

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guardrails

Adding guardrails to large language models.

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NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

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insightface

State-of-the-art 2D and 3D Face Analysis Project

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Track-Anything

Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

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evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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ChatGPT-Simple

Build a simple locally hosted version of ChatGPT in less than 100 lines of code

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GPTeacher

A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer

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open_clip

An open source implementation of CLIP.

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chat-calculator-plugin

✅ ChatGPT Plugin for performing basic arithmetic operations

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llm_maze_agent

Navigating a maze using LLM agent

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dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

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neural-engine

Everything we actually know about the Apple Neural Engine (ANE)

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chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

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flamingo-mini

Implementation of the deepmind Flamingo vision-language model, based on Hugging Face language models and ready for training

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polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

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pgvector

Open-source vector similarity search for Postgres

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imgdupes

Identifying and removing near-duplicate images using perceptual hashing.

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tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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ruff

An extremely fast Python linter and code formatter, written in Rust.

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

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