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Unsloth

2 posts tagged #unsloth

Building a PC with amd radeon rx 7900 xtx Technology

How to Run Unsloth on AMD GPUs with ROCm

A compatibility matrix plus known‑good commands for getting Unsloth LoRA fine‑tuning to actually converge on Radeon and MI GPUs with ROCm.

September 27, 2026 9 min read
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Fine-Tune Open-Source LLMs: LoRA, QLoRA, Gemma 4 [2026] AI and Machine Learning

Fine-Tune Open-Source LLMs: LoRA vs QLoRA with Gemma 4

A practical 2026 guide to fine-tuning open-source LLMs with LoRA and QLoRA using Unsloth + Gemma 4 — including GPU requirements, hyperparameter defaults, evaluation setup, and when to just prompt instead.

July 2, 2026 15 min read
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Keep exploring

Close to this topic, not on this page.

  • Fine-Tuning Gemma 2 for Code Generation: 31 Percentage Points of Accuracy for Under $15 I fine-tuned Google's Gemma 2 9B model for Python code generation using QLoRA on a single GPU. 8 min read
  • AI Hardware Guide: GPUs, Apple Silicon and Edge Boards A guide to AI hardware — covering GPUs, Apple Silicon, edge devices, CPUs, and the semiconductor supply chain — so you can choose the… 8 min read
  • GLM-5.2 vs Claude Fable 5: How Close Is Open Source? Zhipu AI's 753B open-weight GLM-5.2 is the highest-ranking open-source model on lmarena.ai, challenging Claude Fable 5 across WebDev and… 13 min read

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KG

Building intelligent systems. Still chasing those sour icecreams.

Made with coffee and curiosity in Toronto. 2026.