Local application
React dashboard, FastAPI training API, Docker launcher, local-only Admin, and RBAC prompt serving.
Features and extensions
Community features, capability subscriptions, one-time extensions, multimodal studios, and Enterprise operations are separated below. “Free” never overrides hardware costs or upstream model and dataset licenses.
Community path
For personal and community use. Commercial operation follows the published commercial validation policy.
React dashboard, FastAPI training API, Docker launcher, local-only Admin, and RBAC prompt serving.
Model research, LoRA and supported full-model training, phased continuation, checkpoints, recovery, and evaluation.
Curated and manual/local sources, bounded loading, reference resources, and provenance evidence.
Original trained artifacts, manifests, lineage, inspection, editable recipes, and local downloads.
Standalone SafeTensors from the trained job plus GGUF Q8_0 and F16.
Token-local identity, owned inventory, organization namespaces, and access checks.
Manifest discovery, themes, custom pages, declared hooks/routes, and community extension development.
Capability subscriptions
Each subscription product is $3.99/month or $39/year personal; $39.99/month or $399/year commercial.
Push verified adapters, merged models, and releases to Hugging Face.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose Managed publishManage your account, repositories, and Spaces while the token stays local.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose Hugging Face controlMerge a recorded LoRA adapter with its exact base model into a standalone artifact.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose Adapter mergeProduce a compact, verified Q4_K_M model for efficient local delivery.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose GGUF Q4_K_M exportBuild bounded datasets from websites, sitemap files, feeds, folders, and SQLite without manually splitting large collections.
Run training recipes in separate process workspaces with bounded lifecycle controls.
Create and edit images, then train DreamBooth, LoRA, or full image models locally.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose Image & LoRA StudioBuild consent-gated voice, speech, audio transformation, and music workflows.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose Voice Clone StudioCreate and edit video from text or images with local training and audio workflows.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose Video Generation StudioTurn text or images into editable, game-ready 3D assets and materials.
Approved contributors and sponsors: 50% off monthly; 35% off yearly.
Choose 3D Asset StudioOne-time extensions
A single-use system token activates one machine-bound installation. Both extensions are included with Enterprise where explicitly stated.
Build bounded, provenance-tracked datasets from websites, sitemap URLs or lists, feeds, local folders, and read-only SQLite.
Run each training job in a separate process workspace with temporary loopback progress, lifecycle evidence, safe cleanup, and artifact preservation.
Commercial studios
Prices and bundle terms are shop-managed. An installed interface is never proof of entitlement.
Text/image generation and editing; Z-Image, Stable Diffusion, FLUX, DreamBooth LoRA, and reviewed training contracts.
Text/audio generation, music, transformations, authorized voice cloning, and consent-gated voice LoRA.
Text/image/video generation, editing, video-to-audio, and reviewed video LoRA contracts.
Image/text/multiview-to-3D, PBR, remesh, export, and reviewed 3D training contracts.
Enterprise boundary
Private connectors, production deployment operations, customer integrations, trusted validation, managed support, and hosted infrastructure require an Enterprise plan or written agreement. Inclusion applies only where the product explicitly declares it.
Source of truth
The active product page, checkout summary, agreement, and provider receipt control current price and terms. Plugin manifests and backend capability checks control technical access; a marketing page or successful redirect cannot grant it.