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acceleratinglargemodelnotebooksfortmls2023

This repository was created to add code examples to be used alongside the workshop "Accelerating Large Models In Production" presented at Toronto Machine Learning Summit 2023 by James Cameron.

adala

Adala: Autonomous DAta (Labeling) Agent framework

agency

A fast and minimal actor model framework for building agent-integrated systems

agixt

AGiXT is a dynamic AI Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions.

alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

allennlp

An open-source NLP research library, built on PyTorch.

alpaca-lora

Instruct-tune LLaMA on consumer hardware

alpha-ideator

Alpha-Ideator transforms LLM application ideas into executable workflows/DAGs. It automates node and edge creation via LLM output, enabling quick validation. Execute the DAG to receive detailed reports on success, failure, and errors, similar to Airflow.

alphacodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

autodl_starting_kit_stable

Starting kit for AutoCV/AutoDL challenge

autogen

Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ

awesome-active-learning

Awesome Active Learning Paper List

awesome-aim-index

An index of all of our weekly concepts + code events for aspiring AI Engineers and Business Leaders!!

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

babyagi

babyagi-asi

BabyAGI: an Autonomous and Self-Improving agent, or BASI

building-generative-ai-apps

Two sample projects built for the FourthBrain Generative AI Workshop

candle

Minimalist ML framework for Rust

chatall

Concurrently chat with ChatGPT, Bing Chat, Bard, Alpaca, Vicuna, Claude, ChatGLM, MOSS, 讯飞星火, 文心一言 and more, discover the best answers

chatdev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

chatgpt-autoexpert

🚀🧠💬 Supercharged Custom Instructions for ChatGPT (non-coding) and ChatGPT Advanced Data Analysis (coding).

chathub

All-in-one chatbot client

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cookbook

Chainlit's cookbook repo

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

crowdsec

CrowdSec - the open-source and participative security solution offering crowdsourced protection against malicious IPs and access to the most advanced real-world CTI.

dalm

Domain Adapted Language Modeling Toolkit

danswer

Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.

data-products