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Convert a ResNetV2-50 model (TIMM) to ONNX, analyze its structure, and compare inference speed & size with PyTorch. Optimize AI models before FastAPI & Docker integration.

Understand AWS Lambda and ONNX Runtime for serverless model deployment -- concepts, architecture, pricing, and how they enable scalable AI inference.

Build a VLC highlight playlist generator with SmolVLM, FFmpeg, and Gradio to auto-detect key moments and export XSPF for seamless navigation in VLC.

Run SmolVLM in your browser with Transformers.js, WebGPU, and Next.js -- private multimodal chat (VQA & captioning) with streaming and progress UI.

===TESTING===Table of Contents /custom KV Cache Optimization via Multi-Head Latent Attention Transformer-based language models have long relied on Key-Value ...