Run Video Summaries on a Laptop with SmolVLM2‑2.2B
SmolVLM2‑2.2B fits on a 5 GB GPU yet outperforms larger 2 B models on video benchmarks, letting you generate structured JSON summaries—scene descriptions, key moments, action items—entirely locally. The KDnuggets guide wires frame extraction, batch inference, and timestamped output into a single pipeline that runs on an RTX 3060, MacBook M2, or free Colab T4.