Generative models, prompting, agents and AI tool capabilities.
How to Run Gemma 4 12B as Your LOCAL AI Assistant
6d ago · en-US audio
👉 In this video, I will show you how Google's Gemma 4 12B performs as a local AI model on a regular desktop PC using LM Studio and Unsloth Studio, with demos of image understanding, document chat, coding, and audio input. It is a budget friendly way to run a multimodal open model on a laptop or consumer GPU, and I also talk about QAT quantization, context length memory use, and the speed I got. I also cover what…
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Outlier score
This score was measured on Tue, 27 Oct 2026 10:33:51 GMT. Current view counts may differ.
7.3K views ÷ a 1.1K baseline = 7.0×. Compared with 36 earlier videos from the same channel, matching the format recorded at scoring time. Older-upload baseline: reference videos had at least as long to gain views. This comparison is not age-matched.
YouTube snapshot: Tue, 27 Oct 2026 12:09:05 GMT. Counters may have changed.
Read the methodologyGenerative AI & Agents
Channel-balanced percentile: 46
Comparison details
80 videos from 57 other channels, with each channel weighted equally. Same format and language, with 10,000–99,999 subscribers. Observed at 166 hours after publication, within ±33 hours.
This describes the collected sample, not all of YouTube. Updated Tue, 27 Oct 2026 12:46:49 GMT.
Niches & tags
Transcripts and detailed analytics are available for recent outlier Shorts up to three minutes. Research tools