Experiment
TSAI LMS
The TSAI Learning Platform
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Side Quests
Experiments and weekend builds — LLMs, diffusion, computer vision, and the web.
The TSAI Learning Platform
Building LLM agents with LangChain and LlamaIndex, from context-aware chains and tools to serving them as a FastAPI service on AWS.
A tour of multimodal LLMs (GPT-4V, Flamingo, LLaVA) and serving BakLLaVA behind an OpenAI-compatible FastAPI backend on AWS.
A CLI to fine-tune Stable Diffusion XL on your own photos with DreamBooth and LoRA, with notes on how parameter-efficient fine-tuning works.
Aligning an LLM on a custom dataset: pre-training, supervised fine-tuning and RLHF explained with worked examples.
YOLO object detection running entirely in the browser with ONNX Runtime Web and WebGL: low latency, private and offline-capable.
The Tensor Clan: a web app that showcases and serves several deep-learning models, built under the extensive-vision-ai open-source group.