evelynmitchell

evelynmitchell

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Location:Fort Collins, CO

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evelynmitchell's repositories

AQLM

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

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BiLLM

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

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BlackMamba

Code repository for Black Mamba

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Bonjourr

Minimalist & lightweight startpage inspired by iOS

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CAME

The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"

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cramming

Cramming the training of a (BERT-type) language model into limited compute.

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dolma

Data and tools for generating and inspecting OLMo pre-training data.

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heaptrack

A heap memory profiler for Linux

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iTransformer

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

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LeanQC

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

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MAGDi

The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models. Paper: https://arxiv.org/abs/2402.01620

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marvin

✨ Build AI interfaces that spark joy

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neural_networks_solomonoff_induction

Learning Universal Predictors - Google Deepmind 2401.14953

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OpenMoE

A family of open-sourced Mixture-of-Experts (MoE) Large Language Models

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pge-outages

Tracking PG&E power outages

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profila

A profiler for Numba

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pudl

The Public Utility Data Liberation Project

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PufferLib

Simplifying reinforcement learning for complex game environments

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Python-Type-Challenges

Master Python typing (type hints) with interactive online exercises!

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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self-discover

Implementation of Google's SELF-DISCOVER

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teldrive

Telegram Drive Storage

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torchfix

TorchFix - a linter for PyTorch-using code with autofix support

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Trailblazer

TrailBlazer: Trajectory Control for Diffusion-Based Video Generation

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unitxt

🦄 Unitxt: a python library for getting data fired up and set for training and evaluation

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vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

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xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

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