concept:quantization
Quantization
Quantization in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Frontier architectures & efficient inference
Continuous batching and speculative decoding
Use continuous batching and speculative decoding to move the efficient inference production brief toward a defensible release.
Frontier architectures & efficient inferenceDistributed and MoE inference
Use distributed and moe inference to move the efficient inference production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.