Weights, Formats, and the Runtime Are Different Things

AudienceProduct-minded engineers, IT specialists, AI project owners, technical founders

OutcomeName model, format, runtime, and serving path separately when documenting an experiment.

Time13 min

A downloadable model is not just a single file. A deployment may depend on weights, configuration, tokenizer, chat template, and a runtime that knows how to interpret them. If those pieces do not match, the model may fail to load or may answer in an unexpected way.…