Large language Models (LLM)

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

Go ahead and axolotl questions

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat models for a given application based on the STRIDE methodology.

Codebase for fine-tuning / evaluating nougat-based image2latex generation models

Collection of notebook guides created by the Brev.dev team!

Stage 1: Sensitive Email/Chat Classification for Adversary Agent Emulation (espionage). This project is meant to extend Red Reaper v1 which was presented at RSA San Francisco 2024.

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

Maldataset2021 is a malware dataset that consists of 28 classes of malware, in which each class represents a malware family, and each sample gives a RGB 224x224 PNG file. The PNG files are transfor…

Building Natural Language Pipelines published by Packt

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

Uses ChatGPT API, Python-Nmap, DNS Recon modules and uses the GPT3 model to create vulnerability reports based on Nmap scan data, and DNS scan information. It can also perform subdomain enumeration…

Vulnerability scanner for AWS customer managed policies using ChatGPT

I leverage OpenAI and ChatGPT to do hackerish things

FasterAI: Prune and Distill your models with FastAI and PyTorch

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

llm_using_petals

⚡ Building applications with LLMs through composability ⚡

Community curated list of templates for the nuclei engine to find security vulnerabilities.

A Burp Suite extension that integrates OpenAI's GPT to perform an additional passive scan for discovering highly bespoke vulnerabilities, and enables running traffic-based analysis of any type.

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

🤖 A list of open LLMs available for commercial use.

Free MLOps course from DataTalks.Club

Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)

A GPT-empowered penetration testing tool

Production-ready data processing made easy and shareable