13:43
Gemma4 12B in Quantization-Aware Training (QAT) with Ollama – Full Testing
Google's Gemma 4 12B model now has Quantization-Aware Training (QAT) checkpoints, and Fahd Mirza puts them through a full workout in...
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12:13
Gemma 4 12B – Google’s Unified Multimodal Model Running Locally
Fahd Mirza walks through a complete local installation and multi-modal evaluation of Gemma 4 12B, Google's newest open-weight model,...
13:13
Adaptive PFlash + Hermes Agent – Self-Tuning Prefill on a Single GPU Locally
Fahd Mirza demonstrates the newly shipped adaptive compression feature in PFlash, the prefill-acceleration component of the open-sour...
08:32
WeasyPrint with Ollama Tutorial: HTML to PDF with AI Integration
Fahd Mirza walks through a complete integration of WeasyPrint — a lightweight Python-based HTML-to-PDF rendering engine — with Ollama...
10:07
Dolphin X1 Trinity Nano: The Model That Never Says No: Run and Test Locally
Fahd Mirza walks through the local deployment and testing of Dolphin X1 Trinity Nano, the first model trained entirely within a custo...
08:38
HRM-Text-1B: A 1B Model That Beats 7B Models for $1,500: Test Locally
HRM-Text-1B is a 1 billion parameter pre-trained language model that claims to match or outperform models in the 2–7 billion paramete...
08:53
LFM2.5-8B-A1B: Local Agentic AI with Multilingual Support Tested
LFM2.5-8B-A1B is Liquid AI's latest open-weight model — an 8.3 billion parameter mixture-of-experts architecture that activates only...
20:40
Stable Audio 3: Created Music From 20+ Countries Locally
Fahd Mirza walks through a complete local installation and stress test of Stable Audio 3, Stability AI's latest open-weights audio ge...
10:06
DFlash Leaves Qwen Territory – Gemma 4 31B Now Runs 5x Faster with Speculative Decoding
Fahd Mirza demonstrates the first end-to-end deployment of Llama Box DFlash with Google's Gemma 4 31B model, following the merge of P...
12:12
Microsoft Lens: Impressive on Paper, But Does It Deliver Locally? Let’s Test
Fahd Mirza installs and tests Microsoft Lens, a new 3.8-billion-parameter text-to-image model quietly pushed to Hugging Face, running...