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 🚀

Arxiv Dives - How LoRA fine-tuning works
Arxiv Dives - How LoRA fine-tuning works

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 fund...

Greg Schoeninger
Greg Schoeninger
10/27/2023
- Arxiv Dives
10 min read
How to run Llama-2 on CPU after fine-tuning with LoRA
How to run Llama-2 on CPU after fine-tuning with LoRA

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 lik...

Greg Schoeninger
Greg Schoeninger
10/23/2023
10 min read
Arxiv Dives - Generating Speech from Text with Fast Speech-2
Arxiv Dives - Generating Speech from Text with Fast Speech-2

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 bui...

Greg Schoeninger
Greg Schoeninger
10/21/2023
- Arxiv Dives
11 min read
Arxiv Dives - Llama-2 Explained
Arxiv Dives - Llama-2 Explained

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 ...

Greg Schoeninger
Greg Schoeninger
10/13/2023
- Arxiv Dives
10 min read
Arxiv Dives - Stable Diffusion
Arxiv Dives - Stable Diffusion

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 ...

Greg Schoeninger
Greg Schoeninger
10/9/2023
- Arxiv Dives
8 min read
Arxiv Dives - How Segment Anything Works
Arxiv Dives - How Segment Anything Works

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 ...

Greg Schoeninger
Greg Schoeninger
9/29/2023
- Arxiv Dives
10 min read
Arxiv Dives - Retrieval Augmented Generation (RAG)
Arxiv Dives - Retrieval Augmented Generation (RAG)

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 ...

Greg Schoeninger
Greg Schoeninger
9/25/2023
- Arxiv Dives
9 min read
Arxiv Dives - Training Language Models to Follow Instructions (InstructGPT)
Arxiv Dives - Training Language Models to Follow Instructions (InstructGPT)

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 referen...

Greg Schoeninger
Greg Schoeninger
9/15/2023
- Arxiv Dives
8 min read
Arxiv Dives - Language Models are Unsupervised Multitask Learners (GPT-2)
Arxiv Dives - Language Models are Unsupervised Multitask Learners (GPT-2)

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 ...

Greg Schoeninger
Greg Schoeninger
9/8/2023
- Arxiv Dives
8 min read
Creating a Cute Custom Character with Stable Diffusion and Dreambooth
Creating a Cute Custom Character with Stable Diffusion and Dreambooth

Introduction Stable Diffusion is an incredible open-source tool for fast, effective generation of novel images across a wide variety of domains. Despite its power and convenience...

Greg Schoeninger
Greg Schoeninger
8/1/2023
8 min read