I think AI agentic workflows will drive massive AI progress this year — perhaps even more than the next generation of foundation models. This is an important trend, and I urge everyone who works in AI to pay attention to it.

Today, we mostly use LLMs in zero-shot mode, prompting…

As the Machine Learning Engineering book was getting too unstructured I did a massive re-org and I present to you the new layout which hopefully is much more intuitive.

github.com/stas00/ml-engi…

The re-org work isn't 100% completed but it's mostly there.

If you feel something is…

Let's go! MetaVoice 1B 🔉

> 1.2B parameter model.
> Trained on 100K hours of data.
> Supports zero-shot voice cloning.
> Short & long-form synthesis.
> Emotional speech.
> Best part: Apache 2.0 licensed. 🔥

Powered by a simple yet robust architecture:
> Encodec (Multi-Band…

We just opened sourced SQLCoder-70B! It outperforms all publicly accessible LLMs for Postgres text-to-SQL generation by a very wide margin.

SQLCoder is finetuned on AI at Meta's CodeLlama-70B model that was released yesterday on less than 20,000 hand-curated prompt completion…

I'll be speaking on Level Generation with Large Language Models at GDC. I know what you think:
* wait, yet another method for PCG?
* wait, yet another thing you can do with LLMs?
* that seems quite wasteful
* but also kinda cool
* can it be made efficient?
schedule.gdconf.com/session/ai-sum…

This may be Apple's biggest move on open-source AI so far: MLX, a PyTorch-style NN framework optimized for Apple Silicon, e.g. laptops with M-series chips.

The release did an excellent job on designing an API familiar to the deep learning audience, and showing minimalistic…

One of the best tutorial-style repos since Andrej Karpathy's minGPT! GPT-Fast: a minimalistic, PyTorch-only decoding implementation loaded with best practices: int8/int4 quantization, speculative decoding, Tensor parallelism, etc. Boosts the 'clock speed' of LLM OS by 10x with no model…

The ability to download a decent, fully functional LLM with vision in one click that you can easily run on your own computer or carry on a USB feels cyberpunk as hell.

Instructions from Simon Willison (for windows just add .exe to the file name & that's it): simonwillison.net/2023/Nov/29/ll…

DeepMind just dropped Lyria, a state-of-the-art music generative model. Last year, I said 2022 was the year of pixels and 2023 would be the year of soundwaves. We are making great progress here!

The most impressive demo is converting humming to a full instrument suite. I think…

state charts + wireframes + annotations

How a multi-disciplinary team at SMU is fighting human trafficking. The CBS Texas I-Team has more:
tinyurl.com/5n8kf5kj

SMU Lyle School of Engineering
SMUDedman SMU OIT Elizabeth G. Loboa

Was awesome to see BALANCED honored as a finalist for D Magazine and Dallas Innovates Innovation in #AI and #ML for our HEWMEN platform. Where we crowdsource AI with #Agents and #People

#startup #LLM #gamedev

I am looking for a research assistant or postdoc to work on a new data visualization website and help crunch enormous amounts of game data - remote work is possible - please DM me about this massively exciting opportunity!

AI + Web3? What could possibly go wrong 😅

I've built a custom tool for LangChain agents to directly interface with smart contracts on the Ethereum blockchain using OpenAI.

A 🧵 on how it works below 👇

Meta jumps years ahead with lifelike Avatars.

LLMs can be trained to speak like you.

Text-to-voice can sound like you.

The Simulation is coming.

Someone wrote article on Transformers from scratch: e2eml.school/transformers.h…

I mean, really from scratch..

Looking forward to representing SMU Guildhall SMU Lyle School of Engineering and BALANCED tomorrow! #GameDev #Metaverse #ML

AutoGPT has EXPLODED in the past 5 days.

Reaching #1 trending on Twitter.

It's the latest & greatest AI you've seen yet.

Here are the top 10 threads that'll leave your jaw on the floor:

Sharing our research on using Minecraft to teach computational thinking at #AERA2023 with a great presentation by ⁦Elizabeth L. Adams, PhD⁩ with Yanjun Pan ⁦Research in Math Edu⁩ ⁦SMU Guildhall⁩ ⁦SMU Simmons School⁩ ⁦Doc⁩ ⁦Eric Larson⁩

1/ ChatGPT has limited memory. It forgets details if your chat runs beyond ~8k words.

But Shogtongue lets you extend conversations by 5-10x easily

Here’s how: