Swift downloads

How this is counted

Each visit asks Hugging Face’s public API for our own Swift repositories, follows base-model tags outward until no new repository appears, then adds every repository whose name carries Swift with 27B, Flash-Next or Bonsai. The counts are Hugging Face’s all-time download counters. The Hub refreshes them in batches about once a day, so the since column is close to one day of downloads. The earlier points on the graph are Hugging Face’s daily counts per repository, added up; the last point is the current total.

Base model is Swift-Qwen3.8-27B, Swift 1.5 Qwen3.8-27B, Swift 1.5 Qwen3.8-Flash-Next or Swift Bonsai 2; our build is a quantization we publish ourselves. Declares Swift means the repository’s base-model tag points at a Swift base model directly. Via a parent means it declares another repository that itself traces back to Swift, for example a quant of an uncensored Swift fine-tune; the line under the name shows that parent. Merge means Swift is one of several parents. Name only means no declared lineage reaches Swift, so the connection rests on the name and the model card alone.

Read the Swift technical report or see the model on Hugging Face.