We Fine-Tuned GPT OSS 20B to Rap Like Eminem

Oxen ยท Advanced ยท๐Ÿง  Large Language Models ยท7mo ago
Links + Notes ๐Ÿ“ https://www.oxen.ai/blog Join Fine-Tune Fridays ๐Ÿ”ง https://oxen.ai/community Discord ๐Ÿ—ฟ https://discord.com/invite/s3tBEn7Ptg Use Oxen AI ๐Ÿ‚ https://oxen.ai/ Oxen.ai offers one click fine-tuning or fine-tunes for you! Built on top of the worlds best data versioning tool, we offer tools to automate model evals, generate synthetic data, and effortlessly fine-tune models. -- Chapters 0:00 Intro: Fine-tuning GPT OSS 20B-120B 4:05 The Task: Rapping in the Style of Eminem 6:15 Where we Kept the Data and the /Explicit Tag 8:08 How We Auโ€ฆ
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Chapters (13)

Intro: Fine-tuning GPT OSS 20B-120B
4:05 The Task: Rapping in the Style of Eminem
6:15 Where we Kept the Data and the /Explicit Tag
8:08 How We Automize Fine-tuning
10:35 Understanding the Internals of the Models
15:13 The Attention Sinks in 20B and 120B
17:37 OpenAIโ€™s New Harmony Format
23:45 Double Check your Templates
27:20 Question: Is the Harmony Format Only for Agentic Use-Cases?
28:25 How the Training Runs Went
32:40 Comparing against Llama 3.2 1B
34:10 Deployment Gotchas: How to Deploy After Training
37:48 Next Up: Supporting GPT OSS 120B
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Dave Ebbelaar (LLM Eng)