The Kaitchup – AI on a Budget
Benjamin MarieWeekly news, tips, and tutorials on fine-tuning, running, and serving large language models on your computer. Each tutorial is published along with a notebook ready to run.
| Platform |  | Pricing | Freemium | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 153 | Subscribers | Read | kaitchup.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
The Weekly Kaitchup #36
Hi Everyone,
LoftQ: Better Initialization for a Quantization-Aware LoRA
QLoRA is now prevalent for fine-tuning large language models (LLMs) on consumer hardware. This method first quantizes the LLM to 4-bit (or lower precision), freezes its parameters, and then fine-tunes a LoRA adapter on top of it.
ORPO: Preference Optimization without the Supervised Fine-tuning (SFT) Step
A much cheaper alignment method but performing as well as DPO
The Weekly Kaitchup #35
Hi Everyone,
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Authors
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Research scientist in NLP/AI.
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