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Oxen.ai Blog

Welcome to the Oxen.ai blog 🐂

The team at Oxen.ai is dedicated to helping AI practictioners go from research to production. To help enable this, we host a research paper club on Fridays called ArXiv Dives, where we go over state of the art research and how you can apply it to your own work.

Take a look at our Arxiv Dives, Practical ML Dives as well as a treasure trove of content on how to go from raw datasets to production ready AI/ML systems. We cover everything from prompt engineering, fine-tuning, computer vision, natural language understanding, generative ai, data engineering, to best practices when versioning your data. So, dive in and explore – we're excited to share our journey and learnings with you 🚀

Recent
Arxiv Dive Manifesto
Nov 5, 2023

Every Friday the team at Oxen.ai gets together and goes over research papers, blog posts, or books that help us stay up to date with the latest in Machine Learning and AI. We call it Arxiv Dives because https://arxiv.org/ is a great resource for the ...

Arxiv Dives
Arxiv Dives - Attention Is All You Need
Nov 4, 2023

Every Friday at Oxen.ai we host a paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. We believe diving into the details of research papers is the best way to build fundamental knowledge and keep up with the bleeding edge. If you would li...

Arxiv Dives
Arxiv Dives - How LoRA fine-tuning works
Oct 27, 2023

Every Friday at Oxen.ai we host a paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. We believe diving into the details of research papers is the best way to build fundamental knowledge and keep up with the bleeding edge. If you would lik...

Arxiv Dives
How to run Llama-2 on CPU after fine-tuning with LoRA
Oct 23, 2023

Running Large Language Models (LLMs) on the edge is a fascinating area of research, and opens up many use cases that require data privacy or lower cost profiles. With libraries like ggml coming on to the scene, it is now possible to get models anywhe...

Arxiv Dives - Generating Speech from Text with Fast Speech-2
Oct 21, 2023

Every Friday at Oxen.ai we host a public paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. We believe diving into the details of research papers is the best way to build fundamental knowledge and keep up with the bleeding edge. If you wo...

Arxiv Dives
Arxiv Dives - Llama-2 Explained
Oct 13, 2023

Every Friday at Oxen.ai we host a public paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. These are the notes from the group session for reference. If you would like to join the discussion live, sign up here. The following are the note...

Arxiv Dives
Arxiv Dives - Stable Diffusion
Oct 9, 2023

Every Friday at Oxen.ai we host a public paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. These are the notes from the group session for reference. If you would like to join us live, sign up here. The following are the notes from the l...

Arxiv Dives
Arxiv Dives - How Segment Anything Works
Sep 29, 2023

Every Friday at Oxen.ai we host a public paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. These are the notes from the group session for reference. If you would like to join us live, sign up here. The following are the notes from the l...

Arxiv Dives
Arxiv Dives - Retrieval Augmented Generation (RAG)
Sep 25, 2023

Every Friday at Oxen.ai we host a public paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. These are the notes from the group session for reference. If you would like to join us live, sign up here. The following are the notes from the l...

Arxiv Dives
Arxiv Dives - Training Language Models to Follow Instructions (InstructGPT)
Sep 15, 2023

Join the "Nerd Herd" Every Friday at Oxen.ai we host a public paper club called "Arxiv Dives" to make us smarter Oxen 🐂 🧠. These are the notes from the group session for reference. If you would like to join us live, sign up here. We are currently...

Arxiv Dives