14th April 2023 - Consistency Models, Dolly, Wolverine
David Foster
Founding Partner, ADSP | Author of world's first textbook on Generative AI - Generative Deep Learning (O'Reilly)
🔥 Your curated summary of what's hot right now on GitHub
🔼 Top 7 yesterday (🎉 = new in top 7)
- ➡️ AutoGPT still dominating Github, with 11,969 new stars yesterday! An experimental open-source attempt to make GPT-4 fully autonomous.
- ⬆️ DeepSpeed - Deep learning optimisation library that makes distributed training and inference easy, efficient, and effective.
- ⬇️ AgentGPT - Assemble, configure, and deploy autonomous AI Agents in your browser.
- 🎉 Consistency Models - Official repo for consistency models from OpenAI
- 🎉 Dolly - Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
- ⬆️ Wolverine - Give your python scripts regenerative healing abilities!
- 🎉 DeepSpeedExamples - Example models using DeepSpeed
🎉 Summaries of new repos into the top 7
🎯 Consistency Models
This PyTorch-based repo is all about conducting large-scale experiments on ImageNet-64, LSUN Bedroom-256, and LSUN Cat-256 using consistency distillation, consistency training, and various sampling and editing algorithms. It's based on openai/guided-diffusion, and their modifications have enabled a whole new range of capabilities. Keep an eye out for the separate JAX repository for CIFAR-10 experiments coming soon!
🐑 Dolly
Meet Databricks' Dolly, an instruction-following large language model based on pythia-12b and trained on ~15k instruction/response records. It covers domains like brainstorming, classification, closed QA, generation, information extraction, open QA, and summarization. Though not state-of-the-art, Dolly exhibits impressive instruction-following behavior. Access the model on Hugging Face as databricks/dolly-v2-12b!
🐺 Wolverine
Introducing Wolverine, the repo that gives your Python scripts regenerative healing abilities! When your scripts crash, GPT-4 edits them and explains what went wrong. It'll keep rerunning until your code is fixed. For a quick demo, check out the video on Twitter!
Stay tuned for more updates on the AI world and make sure to follow these exciting new projects! 🔥
#datascience #ai #github #machinelearning #data #tech
CTO | Nuclear AI
1yOMG!!!! This is going to allow me to feel slightly less bad when I take a day off "#keepingup with the #exponentially #increasing #daily #AI #developments "