2024

Training LLMs at Scale

Technicals and practicals on training and finetuning LLMs

An Introduction to JAX

Introduction talk for learning JAX and Flax as Deep Learning framework

OCIS: BISCUIT - Causal Representation Learning from Binary Interactions

I presented our work BISCUIT, on making CRL viable on realistic, temporal interactive environments.

Training Models at Scale

I gave a tutorial on distributed training strategies for large-scale models.

CARE: BISCUIT - Causal Representation Learning from Binary Interactions

I presented our work BISCUIT, on making CRL viable on realistic, temporal interactive environments.

On Practical Challenges of Scaling Causal Representation Learning

I presented an overview of our efforts on scaling Causal Representation Learning towards real-world settings.