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Small models and edge deployment — Clarity Today

Topic

Small models and edge deployment

Sub-billion-parameter models positioned for local, offline and browser-based inference.

Current clusters

build2 distinct publishers

IBM's 20x speech gain came from deleting the decoder, not adding parameters

Granite Speech 5.0 Turbo CTC drops the language model and three quarters of its output steps. The speed looks real; the accuracy figures are IBM's own.

Publishers:huggingface.co · runtimewire.com

Reality

Evidence63
Adoption18
Hype gap+16
Incentives72

Confidence68