#ROCm — Kunal Ganglani

Building a PC with amd radeon rx 7900 xtx

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.

The Complete Guide to AI Hardware in 2026

AI and Machine Learning

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 right setup for running local LLMs and AI workloads without wasting money.

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RTX 4060 Ti vs RTX 4070 for Local LLM Inference I'd pick the RTX 4060 Ti if you're running sub-13B models solo on a tight budget, and the RTX 4070 if VRAM headroom and generation speed… 12 min read
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… 15 min read
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