Specification

Release date: 31 Dec 2025
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Openness: open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
License: other
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Languages: en
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Hugging Face repo: black-forest-labs/FLUX.2-dev-NVFP4
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
Pipeline tag: image-to-image
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
Model card: huggingface.co/black-forest-labs/FLUX.2-dev-NVFP4
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
Downloads: 22,083
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Likes: 106
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Last modified: 2026-01-01T15:47:29+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 4 h agomedium
Library name: diffusers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
License name: flux-dev-non-commercial-license
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
License url: https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.txt
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Downloads all time: 120,336
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium
Tags: diffusers, image-generation, image-editing, flux, diffusion-single-file, image-to-image, en
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium

Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →

Provenance

Attributed facts

16

Source tiers

T216

Freshest observation

3 h ago

Conflicts

None

Modalities

Modalities unavailable.

Capabilities

Tool calling
Unavailable
Structured output
Unavailable
Reasoning
Unavailable
Vision
Unavailable
Audio
Unavailable
Fine-tuning available
Unavailable

No capability flags have been observed from a source yet — we do not infer them.

Languages: en
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 3 h agomedium

No benchmark results recorded

Results appear when a tier 1–3 source publishes them; we never copy scores without a source.

Current prices

No current prices recorded

Prices appear when a provider publishes a public pricing page we crawl.

Price history

No hardware estimate available

Estimates need a parameter count; this model has none recorded from a source.

No lineage recorded

Lineage comes from explicit `derived_from`, `fine_tuned_from`, `distilled_from` and `quantized_from` relations stated by sources.

Papers 0

No papers linked yet.

Repositories 0

No repositories linked yet.

As of

Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.

Claim history

15 claims · 15 properties

Release daterelease_date1

Claim history for Release date
Value	Valid from → to	Status	Source	Confidence	Extractor
31 Dec 2025	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Opennessopenness1

Claim history for Openness
Value	Valid from → to	Status	Source	Confidence	Extractor
open-weights	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Licenselicense1

Claim history for License
Value	Valid from → to	Status	Source	Confidence	Extractor
other	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Languageslanguages1

Claim history for Languages
Value	Valid from → to	Status	Source	Confidence	Extractor
en	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Hugging Face repohf_repo1

Claim history for Hugging Face repo
Value	Valid from → to	Status	Source	Confidence	Extractor
black-forest-labs/FLUX.2-dev-NVFP4	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Pipeline tagpipeline_tag1

Claim history for Pipeline tag
Value	Valid from → to	Status	Source	Confidence	Extractor
image-to-image	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Model cardmodel_card_url1

Claim history for Model card
Value	Valid from → to	Status	Source	Confidence	Extractor
https://huggingface.co/black-forest-labs/FLUX.2-dev-NVFP4	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Downloadsmetric.downloads1

Claim history for Downloads
Value	Valid from → to	Status	Source	Confidence	Extractor
22,083	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Likesmetric.likes1

Claim history for Likes
Value	Valid from → to	Status	Source	Confidence	Extractor
106	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Gatedgated1

Claim history for Gated
Value	Valid from → to	Status	Source	Confidence	Extractor
No	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Last modifiedlast_modified1

Claim history for Last modified
Value	Valid from → to	Status	Source	Confidence	Extractor
2026-01-01T15:47:29+00:00	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Library namelibrary_name1

Claim history for Library name
Value	Valid from → to	Status	Source	Confidence	Extractor
diffusers	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

License urllicense_url1

Claim history for License url
Value	Valid from → to	Status	Source	Confidence	Extractor
https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.txt	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Downloads all timemetric.downloads_all_time1

Claim history for Downloads all time
Value	Valid from → to	Status	Source	Confidence	Extractor
120,336	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Tagstags1

Claim history for Tags
Value	Valid from → to	Status	Source	Confidence	Extractor
diffusers, image-generation, image-editing, flux, diffusion-single-file, image-to-image, en	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

11 Sept 2026
New modelModelblack-forest-labs/FLUX.2-dev-NVFP4Black Forest Labs
New model: black-forest-labs/FLUX.2-dev-NVFP4 (Black Forest Labs)
huggingface
huggingface.co

Full timeline →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/black-forest-labs/FLUX.2-dev-NVFP4/raw/main/README.md	model_card	T2· Quality secondary	3 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/black-forest-labs/FLUX.2-dev-NVFP4	model_page	T2· Quality secondary	3 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=black-forest-labs&p=0&sort=downloads	listing	T2· Quality secondary	4 h ago	2

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.