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Welcome and hello 👋

I'm a sysadmin, developer and manager, who used to be a business owner in the before times. I co-founded tummy.com, a Linux Sysadmin consulting company and dedicated managed hosting company, and ran it for 26 years. I had the privilege of working with an exceptional team, and great customers and vendors.

I'm currently working on machine learning, with a special focus on time series and sequential data, with applications to computer operations.

My learning is around PyTorch, CUDA, and all varieties of machine learning. I read more than one paper just about every day.

I'm looking to consult in the area of Linux operations, including optimizing developer pipelines.

I'm looking for help with gathering sample data for use in training models on log files from containers, virtual machines and bare metal.

Looking to help with mentoring around git, devops, github actions, system architecture...

You can reach me by opening an issue on this repository.

Colorado, US.

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evelynmitchell's Projects

privategpt icon privategpt

Interact privately with your documents using the power of GPT, 100% privately, no data leaks

prm800k icon prm800k

800,000 step-level correctness labels on LLM solutions to MATH problems

prompt-engine icon prompt-engine

A library for helping developers craft prompts for Large Language Models

prompt-engine-py icon prompt-engine-py

A utility library for creating and maintaining prompts for Large Language Models

prompt-lib icon prompt-lib

A set of utilities for running few-shot prompting experiments on large-language models

prompttools icon prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate).

proof-html icon proof-html

A GitHub Action to validate HTML using HTMLProofer ✔️

protocol icon protocol

Specification of the Farcaster Protocol

pudl icon pudl

The Public Utility Data Liberation Project

pyllms icon pyllms

Minimal Python library to connect to LLMs (OpenAI, Anthropic, AI21, Cohere, Aleph Alpha, HuggingfaceHub, Google PaLM2, with a built-in model performance benchmark.

pytcp icon pytcp

PyTCP is a fully functional TCP/IP stack written in Python. It supports TCP stream-based transport with reliable packet delivery based on a sliding window mechanism and basic congestion control. It also supports IPv6/ICMPv6 protocols with SLAAC address configuration. It operates as a user space program attached to the Linux TAP interface.

python-elm icon python-elm

Extreme Learning Machine implementation in Python

pytla icon pytla

A transcompiler that writes PlusCal files from python bytecode/AST

pytudes icon pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

qknorm icon qknorm

Code for the paper "Query-Key Normalization for Transformers"

qlora icon qlora

QLoRA: Efficient Finetuning of Quantized LLMs

qml-mooc icon qml-mooc

Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019

quarto-cli icon quarto-cli

Open-source scientific and technical publishing system built on Pandoc.

quint icon quint

Quint is an executable specification language with design and tooling focused on usability. It is based on the Temporal Logic of Actions

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