Lead Machine Learning Engineer | Victoria, BC
Text RAG is manageable. Document RAG means bolting on OCR and layout models that work well but add real overhead. Visual RAG skips the extraction step entirely, but trades it for a cost and precision problem of its own.
A chronicle of a reinforcement learning project, from initial struggles with exploding losses to a successful pixel-based agent for LunarLander.
A very approachable jumping off point for video captioning. If you're GPU-poor (<24GB vram) this is for you.
A small contribution to the community. Adds caption-like variety samples to SSV2 dataset.
Some thoughts about the potential power of Meta's V-Jepa 2.