{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-29T14:07:14.682Z","data":{"recordId":"wsa_cquwrqzxh2ev","score":1,"confidence":"high","capped":false,"capReason":null,"sources":[{"n":1,"url":"https://huggingface.co/black-forest-labs/flux-3-image-klein-base","publisher":"Black Forest Labs","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-29T01:10:41.185Z","detectedPublishedAt":"2026-10-13T10:19:46.000Z","rights":"original"},{"n":2,"url":"https://huggingface.co/black-forest-labs/flux-3-image-klein","publisher":"Black Forest Labs","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-15T16:31:01.348Z","detectedPublishedAt":"2026-10-13T10:58:40.000Z","rights":"original"},{"n":3,"url":"https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy","publisher":"Black Forest Labs","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-29T01:10:41.185Z","detectedPublishedAt":"2026-10-14T12:00:13.000Z","rights":"original"},{"n":4,"url":"https://bfl.ai/blog/flux-3-image-klein","publisher":"Black Forest Labs","authority":"owner-controlled","verification":"verified","lastRetrievedAt":"2026-10-29T01:10:41.185Z","detectedPublishedAt":"2026-10-15T15:00:00.000Z","rights":"original"},{"n":5,"url":"https://huggingface.co/blog/flux-3","publisher":"Hugging Face","authority":"reputable independent","verification":"verified","lastRetrievedAt":"2026-10-15T16:30:47.777Z","detectedPublishedAt":"2026-10-15T00:00:00.000Z","rights":"original"}],"claims":[{"id":"22edf0eb-6e94-4edd-bd9c-d691edd7ef03","kind":"deployment","statement":"The repository includes BF16, FP8, and NVFP4 transformer variants.","citations":[{"source":1,"supportProbability":0.98,"supports":true,"quote":{"text":"This repository includes the BF16 transformer and FP8 and NVFP4 variants, together with the Qwen3-VL-4B-Instruct text encoder and image autoencoder.","rights":"original"}}]},{"id":"f261ff7e-652c-4c0f-a613-7674ebbd63f3","kind":"capability","statement":"The model supports text-to-image generation, single-reference editing, and multi-reference generation.","citations":[{"source":3,"supportProbability":0.97,"supports":true,"quote":{"text":"Text-to-image, single-reference edits and multi-reference compositions run through the same model, with Qwen3-VL-4B-Instruct as the text encoder.","rights":"original"}}]},{"id":"3a6d562a-8262-4049-bf9b-137cb3fe2984","kind":"capability","statement":"It takes up to 10 reference images.","citations":[{"source":3,"supportProbability":0.99,"supports":true,"quote":{"text":"It takes a prompt and up to 10 reference images and returns one image.","rights":"original"}},{"source":4,"supportProbability":0.94,"supports":true,"quote":null}]},{"id":"59a8c0fb-5aff-4989-b1ae-37bd140a3345","kind":"capability","statement":"Bounding boxes guide placement and scale but do not constrain pixels to a hard mask.","citations":[{"source":3,"supportProbability":0.99,"supports":true,"quote":{"text":"Boxes guide placement and scale; they do not constrain pixels to a hard mask.","rights":"original"}}]},{"id":"15483e75-77ef-4927-a58c-1f44dc25bc11","kind":"availability","statement":"The repository provides distilled BF16, int8, and NVFP4 checkpoints for ComfyUI.","citations":[{"source":3,"supportProbability":0.94,"supports":true,"quote":{"text":"This repository holds the model files repackaged for ComfyUI : the distilled and base transformers in BF16, int8 and NVFP4, the text encoder in BF16 and int8, the prompt upsampler in BF16, int8 and w4a8, and the image autoencoder.","rights":"original"}}]},{"id":"f4be8c57-c984-44ac-94ba-1081eaffbab4","kind":"deployment","statement":"The distilled checkpoint is described as suitable for generation, editing, and self-hosting.","citations":[{"source":3,"supportProbability":0.96,"supports":true,"quote":{"text":"generation and editing, self-hosting; the checkpoint behind the BFL API","rights":"original"}}]},{"id":"b344b18d-87dc-46ea-8bdd-2b97d8ae5aa1","kind":"recommendation-relevant","statement":"The model is intended to use a prompt upsampler; short prompts produce generic output.","citations":[{"source":3,"supportProbability":0.98,"supports":true,"quote":{"text":"Always run a prompt upsampler, ours or your own LLM: the model takes full scene captions (framing, subject, background, lighting), and a short prompt sent as typed gives generic output.","rights":"original"}}]}]},"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."}}}