Efficient Inference
Research and reports

Inference systems research

Make generation faster, smaller, and more efficient.

A focused record of research across compression and speculative decoding, with a separate index for each body of work.

Research arms

Reports stay organized by mechanism so results, implementation notes, and evidence remain easy to navigate as the program grows.

Research arm 01

Compression

Pipeline-parallel activation compression, weight compression, and related techniques for reducing communication, memory use, and serving cost.

Open the compression index → Research arm 02

Speculative Decoding

Draft, verification, and acceptance strategies for reducing generation latency while preserving output quality.

Open the speculative decoding index →