Axolotl: Fine Tuning for Beginners with Less Code
๐ฅ Dive deep into the world of AI fine-tuning with our latest video on Axolotl, the ultimate platform for customising a wide array of AI models like Mistral, Mixl, Falcon Fi, and more. Whether you're a beginner or an expert, Axolotl's low-code approach simplifies the process, allowing you to fine-tune models with just a YAML file. ๐
Massed compute: https://bit.ly/mervin-praison
Coupon: MervinPraison (50% Discount)
Connect to Massed Compute after Deploy: https://www.cendio.com/thinlinc/download/
In this video, I'm thrilled to show you how to fine-tune the OpenLlama 3-billion-parameter model to improve its response quality. We'll go through each step, from setting up your instance with Massed compute (don't forget to use the code "MervinPraison" for a 50% discount!) to running your model on Hugging Face. ๐
Don't miss out on my tips for efficient AI model training and customisation. Subscribe and hit the bell icon to stay updated on all things Artificial Intelligence. ๐ก
๐ What you'll learn:
How to utilise Axolotl for AI model fine-tuning
Setting up your environment for fine-tuning
Step-by-step guide to training and deploying your AI model
How to save and upload your model to Hugging Face
๐ฌ Join the conversation! Share your thoughts in the comments below. If you found this video helpful, make sure to like and share it with others interested in AI fine-tuning.
๐ Useful Links:
Massed compute: https://bit.ly/mervin-praison
Connect to Massed Compute: https://www.cendio.com/thinlinc/download/
Hugging Face:
Axolotl Official Page: https://github.com/OpenAccess-AI-Collective/axolotl
Code: https://mer.vin/2024/03/axolotl-fine-tuning/
Timestamps:
0:00 - Introduction to Axolotl and its capabilities
0:03 - Overview of supported AI models
0:17 - Benefits of low-code fine-tuning
0:41 - Fine-tuning OpenLlama 3-billion-parameter model
1:05 - Subscribing for more AI content
1:17 - Setting up your instance on Massed compute
2:02 - Preparing for fine-tuning: From git clone to
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Chapters (7)
Introduction to Axolotl and its capabilities
0:03
Overview of supported AI models
0:17
Benefits of low-code fine-tuning
0:41
Fine-tuning OpenLlama 3-billion-parameter model
1:05
Subscribing for more AI content
1:17
Setting up your instance on Massed compute
2:02
Preparing for fine-tuning: From git clone to
๐
Tutor Explanation
DeepCamp AI