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Hello, I'm <a href="https://github.com/teknium1">Teknium1</a> π
I'm a Python Programmer, AI Enthusiast, and a Co-founder of NousResearch.
My work primarily involves AI and Data Engineering, contributing primarily by releasing open source Large Language Model (LLMs) and datasets.
π My Work
πΌ Nous Research
I've contributed significantly to the development of several opensource LLMs under Nous Research's huggingface organization.
Here are a couple of them:
- Hermes 2 Pro 8B - The most powerful pure hermes model, with function calling capabilities.
- Nous-Hermes-2-Yi-34B - Nous' latest most powerful LLM yet.
- Nous-Hermes-Llama2-13b - A Hermes model built on llama 1 and llama 2.
- GPT4-x-Vicuna-13b - A Vicuna model built on GPT-4.
π Personal Projects
On my personal huggingface, Teknium, I have released several models, including my work on Replit-3b Model & OpenHermes:
- DataForge - Economics - A dataset built by my data synthesis pipeline (not public), DataForge
- OpenHermes 2.5 Mistral 7B - Most powerful Open Hermes, with much improved coding skills than OpenHermes 2
- OpenHermes 2 Mistral 7B - Version 2 of the Open Hermes series.
- OpenHermes 13B - An Open Sourced version of Nous-Hermes!
- OpenHermes Dataset - The publicly available version of Hermes' dataset.
- Replit-Instruct 3B - This model doubled the code performance of the LLM.
π» Github Projects
I've been part of several intriguing projects on GitHub. Here are a few of them:
- Prompt Engineering Toolkit - A react web application for comparing and building prompts with several LLMs.
- LLM-Benchmark-Logs - A repository full of benchmarks I've done on various LLMs, originally inside of Nous' discord but it became too disorganized, so now lives on Github.
- LLM-Logbook - A temporary project that became too expensive to do, collection of responses for 100 random crowdsourced prompts to various LLMs.
- GPTeacher - A collection of modular datasets generated by GPT-4, for training LLMs.
- RawTransform - A repository of prompts and Python scripts for intelligent transformation of raw text into diverse formats.
- stanford_alpaca-replit - Modified Stanford-Alpaca Trainer for Training Replit's Code Model.
- alpaca-roleplay-discordbot - An LLM discord bot that roleplays!
- alpaca-discord - A Simple Discord Bot for the Alpaca LLM.
πΌ CarperAI / StabilityAI
Have worked on researching, planning ablations, and cleaning/filtering the dataset for:
- StableBeluga/Free Willy 2 - Orca replication on 70b Llama-2
- StableBeluga/Free-Willy-1 - Orca replication on 65b Llama-1
Both are 10% Orca replications trained on Llama-1 and Llama-2 70B. Also working on domain expert knowledge and task distillation.
πΌ Open Orca
Working with the Open Orca team on data cleaning, networking, ablations, and more:
- Open Orca HuggingFace Repo - An Open Sourced Orca paper replication
π« Get in Touch
- Twitter: https://twitter.com/Teknium1
- Discord: Teknium
Featured work
-
teknium1/GPTeacher
A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer
Python 1,618 -
teknium1/alpaca-roleplay-discordbot
A discord bot that roleplays!
Python 145 -
teknium1/LLM-Logbook
Public reports detailing responses to sets of prompts by Large Language Models.
HTML 25 -
AblateIt/finetune-study
Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.
Python 81 -
teknium1/character-cards
A collection of character cards for use in AI Roleplaying