Finetuning LLMs on Strix Halo - Full, LoRA, and QLoRA on Gemma-3, Qwen-3, and GPT-OSS-20B

Finetuning LLMs on Strix Halo - Full, LoRA, and QLoRA on Gemma-3, Qwen-3, and GPT-OSS-20B

Donato Capitella via YouTube Direct link

20:36 – Gemma-3-1B Full Parameter Finetuning

5 of 12

5 of 12

20:36 – Gemma-3-1B Full Parameter Finetuning

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Finetuning LLMs on Strix Halo - Full, LoRA, and QLoRA on Gemma-3, Qwen-3, and GPT-OSS-20B

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  1. 1 00:00 – Intro and goals
  2. 2 04:09 – Strix Halo Finetuning Toolbox Installation
  3. 3 10:49 – Gemma-3 Notebook Introduction
  4. 4 16:57 – Setup, Imports and Dataset
  5. 5 20:36 – Gemma-3-1B Full Parameter Finetuning
  6. 6 26:28 – Loading Finetuned Model for Inference
  7. 7 28:21 – Gemma-3-12B Full Parameter Finetuning
  8. 8 30:00 – LoRA Finetuning
  9. 9 37:30 – LoRA and QLoRA on Gemma-3 8 and 4-bit
  10. 10 43:08 – GPT-OSS 20B Finetuning with LoRA
  11. 11 48:13 – GPT-OSS 20B Finetuning with Reasoning Harmony Template
  12. 12 53:43 – Closing and what’s next

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