Reports
Fine-tuning Mistral 7B with W&B
Finetuning Mistral 7B on the Puffin dataset with LoRA.
Zephyr-7B: Fine-Tuning and Inference with W&B
Fine-tuning Zephyr-7B on AgentInstruct and running inference with W&B.
A Survey of Large Language Models
In this article, I summarize the finding the in the March 31, 2023 paper "A Survey of Large Language Models".
How to Manage Models with W&B Model Registry and W&B Launch
Let's explore some of W&B's model registry and launch features using Google's new Gemma model!
Microsoft's Phi-2 with GitOps and W&B
A minimal example of CI/CD for MLOps with Phi-2, GitOps, and W&B.
Meta AI Released LLaMA
Up to 65-billion parameters, LLaMA is an open source model more performant than other other LLMs at certain tasks with much less computation.
Prompt Engineering for LLMs: A Practical, Conceptual Guide
Exploring what actually works in prompt engineering
A Gentle Intro To Tensors With Examples
In this article, we'll dig into tensors. We'll look at what they are, how to use them, and some of their real-world applications.
A Deep Dive Into LangChain’s Generative Agents
In this article, which is part two, we'll be deep diving into LangChain's implementation of generative agents, to better understand what's changed in recent months.
TensorFlow to PyTorch for SLEAP: Is it Worth it?
Are there performance advantages to transitioning to PyTorch? I attempt to answer a specific application of this question, for SLEAP: a keypoint estimation task for flies!
Ultralytics Releases YOLOv8
A Fun AutoGPT App: AgentGPT
Improving LangChain's Generative Agents Implementation
In this article, I'll be improving LangChain's generative agents implementation.
Exploring 2 Multi-Agent LLM Libraries: Camel & Langroid
In this post, we'll explore two multi-agent LLM libraries - Camel and Langroid!
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