Hi folks!👋🏻 This is The Prompt!

Here’s what we have for you today:

• Visualization on how LLM works

• Gemini (by Google) is being postponed

• OpenAI is buying AI chips

• New idea to video platform shows incredible results

• Upscaling images is getting MUCH better

• Intro to multi modal RAG

• & more

Let's read on

FEATURED

Look into the LLM black box

Do you want to understand what’s happening inside an LLM?

This 3D visualization tool clearly demonstrates every stage of the process, showing what the LLM does at each step.

They’re using the model nano-gpt, with a mere 85,000 parameters. The task that they’re visualizing is sorting a sequence of six letters C B A B B C in alphabetical order i.e. to "ABBBCC".

You can then compare this small model to bigger ones like GPT-3 and see the difference.

You can play with it here.

🚨 What else is going on

• Intel dropped a 7B model called NeuralChat fine-tuned on Mistral 7B

• Google DeepMind researchers expanded the number of known stable materials on Earth by 380,000

• Google postpones big AI launch for Gemini, apparently it didn’t handle non-English queries reliably

• AI X Robotics is in full swing, there is a new framework for learning household tasks called Dobb-E

• OpenAI agreed to buy $51M of AI chips from a startup backed by CEO Sam Altman

• PikaLabs released Pika 1.0, the idea-to-video platform that brings your creativity to life. Just see the video below. Sign up for access here.

📕 Resources

• Intro to multi modal RAG

• LlamaIndex vs. OpenAI Assistants API

• Reverse engineering the Q* fantasy (a long read)

• Curious Beginner's Guide to LLMs

• Nova2: Fastest & more accurate Speech to Text API

• Ultimate Upscale: API for images upscaling

• Interview: Sam Altman on being fired and rehired by OpenAI

🧰 Tools

• LogoDiffusion: Redesign any logo, with text prompts

• Nova2: New Speech to Text API

• DrawUI: Draw and build a website on your phone (code available)

• Magnific: Upscale images (see the “real” Mona Lisa)

• PaperMark: Open source AI documentation assistant

• Swifty: simplify business travel with your travel assistant

✍🏼 Prompt of the Day

TOOL

Midjourney

PROMPT

A dense bamboo forest with pandas, East Asian forest, tranquil, natural habitat, gentle, immersive, bamboo green and earthy, 4K Ultra HD --style raw --ar 16:9 

RESULT