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Anthony's Projects

ane icon ane

Reverse engineered Linux driver for the Apple Neural Engine (ANE).

aneneuralsupersampling icon aneneuralsupersampling

Attempt to implement neural super sampling algorithm for real-time rendering using Apple Neural Engine.

apple-silicon-guide icon apple-silicon-guide

Apple Silicon Guide. Learn all about the A16 Bionic, R1, M1, M1 Pro, M1 Max, M1 Ultra, and M2 chips. Along with all the Devices, Operating Systems, Tools, Gaming, and Software that Apple Silicon powers.

aqlm icon aqlm

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf

asitop icon asitop

Perf monitoring CLI tool for Apple Silicon

autonomous-balloon-detecting-tracking-and-shooting icon autonomous-balloon-detecting-tracking-and-shooting

This project employs computer vision to identify and target circular balloons with a laser system. It utilizes a Raspberry Pi 4 with 4 GB of RAM for detecting, tracking and shooting down balloons from the largest to the smallest without human interventions.

catalyst icon catalyst

An Algorithmic Trading Library for Crypto-Assets in Python

cinder icon cinder

Cinder is Meta's internal performance-oriented production version of CPython.

coremltools icon coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dilated-attention-pytorch icon dilated-attention-pytorch

(Unofficial) Implementation of dilated attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens" (https://arxiv.org/abs/2307.02486)

dnikit icon dnikit

A Python toolkit for analyzing machine learning models and datasets.

exporters icon exporters

Export Hugging Face models to Core ML and TensorFlow Lite

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

hft2ane icon hft2ane

Tool for exporting Apple Neural Engine-accelerated versions of transformers models on HuggingFace Hub.

kd_lib icon kd_lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

knowledgedistillation icon knowledgedistillation

PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other distillation methods.

llmfarm icon llmfarm

llama and other large language models on iOS and MacOS offline using GGML library.

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