core components of Deep RL that enabled success like AlphaGo: self-play and look-ahead planning.
Self-play is the idea that an agent can improve its gameplay by playing against slightly different versions of itself because it’ll progressively encounter more challenging situations. In the space of LLMs, it is almost certain that the largest portion... See more
These two components might be some of the most important ideas to improve all of AI.
Vestibular system: hardwired system for balance. Three main modes of movement (pitch, ja and roll). Brain knows the orientation of the depending whether the head is moving some or a combination of the movement through the ear canals. If we are off balance, the cerebellum signals the release of dopamine, epinephrine and asidocoline to avoid falling.... See more
This repository contains a collection of recipes for Prodigy, our scriptable annotation tool for text, images and other data. In order to use this repo, you'll need a license for Prodigy – see this page for more details. For questions and bug reports, please use the Prodigy Support Forum. If you've found a mistake or bug, feel free... See more
The Nemotron-3 8B family is available in the Azure AI Model Catalog, HuggingFace, and the NVIDIA AI Foundation Model hub on the NVIDIA NGC Catalog. It includes base, chat, and question-and-answer (Q&A) models that are designed to solve a variety of downstream tasks. Table 1 shows the full family of foundation models.
In the digital world, self-nudging aims to empower people to be citizen ‘choice architects’ by designing their informational environments in ways that work best for them and that constrain their activities in beneficial ways. We can, for instance, remove distracting and irresistible notifications. We may set specific times in which messages can be... See more
The motor, auditory, and visual systems teach themselves. Try out different parameters and find the ones which make the behavior better and then focus on these. Isolate the errors and make a variety of errors in a particular aspect of the motor movement to signal it is plastic.
Full stack framework for building cross-platform mobile AI apps supporting LLM real-time / streaming text and chat UIs, image services and natural language to images with multiple models, and image processing.
Repository for the paper "The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning", including 1.84M CoT rationales extracted across 1,060 tasks"