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Christian's Projects

dropit icon dropit

DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training

edge-popup icon edge-popup

:lollipop: Unofficial reproduction of the paper "What's Hidden in a Randomly Weighted Neural Network?"

fast_rnnt icon fast_rnnt

A torch implementation of a recursion which turns out to be useful for RNN-T.

fnet-pytorch icon fnet-pytorch

Unofficial PyTorch implementation of Google's FNet: Mixing Tokens with Fourier Transforms. With checkpoints.

gpt-neox icon gpt-neox

An implementation of model parallel GPT-3-like models on GPUs, based on the DeepSpeed library. Designed to be able to train models in the hundreds of billions of parameters or larger.

harbour icon harbour

Harbour is a docker registry including build system focused on cloud native environments.

husky icon husky

:dog: A simplistic music visualizer

kompute icon kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

libreasr icon libreasr

:speech_balloon: An On-Premises, Streaming Speech Recognition System

onnx icon onnx

Open standard for machine learning interoperability

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

rook icon rook

Storage Orchestration for Kubernetes

sps-pytorch icon sps-pytorch

:eight_spoked_asterisk: An unofficial implementation of Stochastic Polyak Step-size in PyTorch

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

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