Paper

Retentive Network: A Successor to Transformer for Large Language Models (Paper Explained)

This video is from Yannic Kilcher. Retention is an alternative to Attention in Transformers that can both be written in a parallel and in a recurrent fashion. This means the architecture achieves training parallelism while maintaining low-cost inference. Experiments in the paper look very promising. Paper: https://arxiv.org/abs/2307.08621

AI Generative AI Large Language Models Research

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution (Paper Explained)

This video is from Yannic Kilcher. Promptbreeder is a self-improving self-referential system for automated prompt engineering. Give it a task description and a dataset, and it will automatically come up with appropriate prompts for the task. This is achieved by an evolutionary algorithm where not only the prompts, but also the mutation-prompts are improved over […]

AI Deep Learning Large Language Models

Are Retentive Networks A Successor to Transformer for Large Language Models?

Retention is an alternative to Attention in Transformers that can both be written in a parallel and in a recurrent fashion. This means the architecture achieves training parallelism while maintaining low-cost inference. Experiments in the paper look very promising. Yannic Kilcher elaborates.

AI Large Language Models

[ML News] LLaMA2 Released | LLMs for Robots | Multimodality on the Rise

This video is from Yannic Kilcher and covers the latest LLM happenings.

AI Large Language Models Research

Scaling Transformer to 1M tokens and beyond with RMT (Paper Explained)

Yannic Kilcher explains this paper that promises to scale transformers to 1 million tokens and beyond. We take a look at the technique behind it: The Recurrent Memory Transformer, and what its strengths and weaknesses are.

AI Large Language Models Natural Language Processing Speech and Voice

OpenAssistant RELEASED! The world’s best open-source Chat AI!

This video is from Yannic Kilcher.

Large Language Models

GPT-4 is here! What we know so far (Full Analysis)

Yannic Kilcher provides this in depth analysis of GPT-4.

Natural Language Processing Research

LLaMA: Open and Efficient Foundation Language Models (Paper Explained)

Large Language Models (LLMs) are all the rage right now. ChatGPT is the LLM everyone talks about, but there are others. With the attention (and money) that OpenAI is getting, expect more of them. LLaMA is a series of large language models from 7B to 65B parameters, trained by Meta AI. They train for longer […]

AI Generative AI Natural Language Processing

ChatGPT: This AI has a JAILBREAK?!

Yannic explores ChatGPT and discovers that it has a JailBreak?! ChatGPT, OpenAI’s newest model is a GPT-3 variant that has been fine-tuned using Reinforcement Learning from Human Feedback, and it is taking the world by storm!

GPT-4 Rumors | AI Mind Reading | Neuron Interaction Solved | AI Theorem Proving

Yanic provides a weekly news roundup from the AI & Machine Learning world.

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