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Latest Explainers

Monte Carlo Tree Search

ML at Scale: Pipeline Parallelism

ML at Scale: Tensor Parallelism

ML at Scale: Data Parallelism

How do Mixture of Expert Models Work?

Experimental Work

Research Logs

Some selected works:

• Implementing LLM MCTS-based Inference for Code Generation
• Measuring the Arithmetic Capabilities of Frontier Models
• Measuring Few-Shot Variance on Frontier Model Canonical Text Evaluations

Archived Explainers

• https://dailyink.substack.com/p/pipeline-parallelism-as-a-bandaid
• https://dailyink.substack.com/p/large-models-as-engines-of-computation