{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-29T15:46:34.009Z","data":{"id":"wsa_fiiy4fs7zjth","versionId":"ver_46qKGb3XN54R","versionNumber":20,"title":"@huggingface/kernels","maker":"Hugging Face","publisher":"Hugging Face","summary":"A small JavaScript library that loads and executes versioned WebGPU kernel repositories from the Hugging Face Hub, deriving contracts and allocating outputs for tensor inputs. It provides a stable JS-facing contract for invoking per-operation kernels (e.g., ai.onnx.Add) and supports selecting kernel variants for device- and-shape-specific performance.","utility":"Developers can use it to run optimized machine-learning operations in WebGPU-capable browsers as part of browser-based AI applications.","classifications":{"developmentType":"developer platform","capability":["automation"],"modality":["code"],"access":["SDK"],"deployment":["on-device"],"pricing":["unknown"],"targetUser":["developer","researcher"]},"attributes":{"availability":"Install with npm install @huggingface/kernels@preview","pricingModel":"Not stated","deployment":"Runs kernels in a browser with WebGPU support","privacy":"Not stated","licence":"The 207 kernels are Apache-2.0 licensed; no licence stated for the JavaScript loader"},"score":0.975,"confidence":"high","capped":false,"correctionState":"current","publicationState":"published","lowConfidence":false,"eligibleForDerivedResults":true,"publishedAt":"2026-09-01T00:00:00.000Z","collectedAt":"2026-09-24T04:44:53.631Z","lastVerifiedAt":"2026-10-28T00:39:38.860Z","versionEffectiveAt":"2026-10-28T00:39:38.860Z","taxonomyVersion":1,"rubricVersion":"evidence-rubric-1","jevVersion":"typesafe/jev-1.13-20260917","webUrl":"https://wowsuchai.withglint.app/records/wsa_fiiy4fs7zjth"},"nextCursor":null,"license":{"catalog":{"name":"CC BY 4.0","spdx":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/","attribution":"wowsuchai","attributionUrl":"https://wowsuchai.withglint.app","covers":["catalog metadata","classifications","generated summaries","feed event metadata"]},"excluded":{"covers":["source quotations","linked source content"],"terms":"Not licensed by wowsuchai. Source quotations and linked source content keep their original rights."}}}