All resources

Podcasts — page 4.

Blog

Voyager: An Open-Ended Embodied Agent with LLMs Paper Reading and Discussion

Introduction In this paper reading, we discuss Voyager: the first LLM-powered embodied lifelong learning agent in Minecraft. Voyager…

Read the post
Blog

LoRA: Low-Rank Adaptation of Large Language Models Paper Reading and Discussion

Introduction In this paper reading, we discuss LoRA, which freezes the pre-trained model weights and injects trainable rank…

Read the post
Blog

Retrieval-Augmented Generation – Paper Reading and Discussion

Introduction In this paper reading, we discuss “Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.” We know GPT-like LLMs are…

Read the post
Blog

LIMA: Less Is More for Alignment – Paper Reading and Discussion

Introduction In this paper reading, we discuss “LIMA: Less Is More for Alignment.” This research delves into the…

Read the post
Blog

Drag Your GAN: Interactive Point-Based Manipulation on the Generative Image Manifold

Introduction In this paper reading, we dive into “Drag Your GAN: Interactive Point-based Manipulation on the Generative Image…

Read the post
Blog

OpenAI on Reinforcement Learning With Human Feedback (RLHF)

Recently, we interviewed Long Ouyang and Ryan Lowe, research scientists at OpenAI. As the creators of InstructGPT –…

Read the post
Podcasts

Hungry Hungry Hippos (H3) and Language Modeling with State Space Models

Deep Papers, a Podcast from AI Pub and Arize AI Deep Papers is a podcast series featuring deep…

Read the post
Podcasts

Toolformer: Training LLMs To Use Tools

Deep Papers, a Podcast from AI Pub and Arize AI, Presents a Conversation with the Meta AI Research…

Read the post
Podcasts

ChatGPT and InstructGPT: Aligning Language Models to Human Intention

Introducing Deep Papers, a New Podcast from AI Pub and Arize AI Deep Papers is a new podcast…

Read the post

Don’t ship vibes.

Arize gives AI teams observability and evals to understand and improve agent performance.