ImageDedicated GPU
Stable Diffusion
Stable Diffusion is still the broadest open image generation family for teams that want checkpoint flexibility, custom fine-tunes, adapters, and private asset pipelines.
Text to imageImage to image
Enterprise Open-Source Models
50 open-source models you can deploy on dedicated GPUs
This hub is the crawlable catalog for the enterprise model pages. It covers popular open-source image, video, audio, 3D, and LLM deployments that teams want to run with private infrastructure, code access, and bring-your-own S3 storage.
Dedicated GPU deployment with no shared queue contention
100% private workloads, prompts, and generated outputs
Code access for custom runtimes, adapters, and optimization
Bring-your-own S3 storage for assets, checkpoints, and outputs
Featured deployment pages
These are the pages with the strongest current commercial and product fit for ModelsLab Enterprise, including the exact models you called out like FLUX, Qwen, Stable Diffusion, DeepSeek, Whisper, and 3D stacks.
ImageDedicated GPU
FLUX.1 Dev
FLUX.1 Dev is a strong open image generation baseline for teams that want modern prompt performance and private inference without shared platform bottlenecks.
Text to imageImage to image
ImageDedicated GPU
FLUX 2 Dev
FLUX 2 Dev is already wired into the repo for enterprise-class text generation and multi-image editing flows, making it a strong dedicated GPU target for advanced image products.
Text to imageMulti-image img2img
ImageDedicated GPU
FLUX Kontext Dev
FLUX Kontext Dev is positioned for prompt-guided image transformation where teams want tighter control over edits, references, and enterprise runtime behavior.
Image to imageReference-guided editing
ImageDedicated GPU
FLUX Klein
FLUX Klein is a lighter FLUX-family option for teams that want the FLUX visual stack in a smaller dedicated deployment footprint.
Text to imageDedicated FLUX-family hosting
ImageDedicated GPU
Qwen Edit
Qwen Edit is a strong fit for teams that want a Qwen-branded image editing deployment with private prompt handling and dedicated enterprise infrastructure.
Image editingReference-based changes
ImageDedicated GPU
Qwen Image Edit 2511
Qwen Image Edit 2511 is the strongest repo-backed example of the enterprise open-model approach: it supports multi-image editing, text-guided transformations, and production fetch/webhook flows on dedicated infrastructure.
Up to 4 input images2048px max width and height
LLMDedicated GPU
DeepSeek R1
DeepSeek R1 is one of the clearest enterprise deployment wins in the open LLM landscape because teams want its reasoning ability without exposing prompts or internal context to third-party shared providers.
Chat completionsPrivate prompt handling
LLMDedicated GPU
Llama 3.3 70B
Llama 3.3 70B remains a high-intent enterprise model page because teams actively compare private open-weight Llama deployments against shared hosted APIs.
Chat completionsPrivate context handling
AudioDedicated GPU
Whisper Large V3
Whisper Large V3 is still the obvious enterprise speech page because teams repeatedly need transcription that keeps private audio off shared infrastructure.
Speech to textDedicated audio processing
VideoDedicated GPU
HunyuanVideo
HunyuanVideo is a strong enterprise target for teams that want an open video generation stack without routing prompts, frames, and outputs through shared systems.
Dedicated video generationPrivate prompt handling
3DDedicated GPU
Hunyuan3D 2
Hunyuan3D 2 is a good dedicated enterprise page because private 3D generation often involves proprietary product imagery and design workflows.
Text to 3DImage to 3D
Image Models
Dedicated deployment pages for 20 image models and adjacent enterprise use cases.
20 pages
ImageDedicated GPU
Stable Diffusion
Stable Diffusion is still the broadest open image generation family for teams that want checkpoint flexibility, custom fine-tunes, adapters, and private asset pipelines.
Text to imageImage to image
ImageDedicated GPU
Stable Diffusion XL
SDXL is the default open model choice for teams that want strong prompt adherence and broad ecosystem support without giving up deployment control.
Text to imageImage to image
ImageDedicated GPU
Stable Diffusion 3.5 Large
Stable Diffusion 3.5 Large is positioned for higher-quality image generation teams that want a modern Stable Diffusion stack on infrastructure they fully control.
Text to imageControlled image workflows
ImageDedicated GPU
Stable Diffusion 3.5 Medium
Stable Diffusion 3.5 Medium is a lighter entry point for teams that want newer Stable Diffusion quality with more practical dedicated GPU cost envelopes.
Text to imageImage-to-image pipelines
ImageDedicated GPU
Stable Diffusion 1.5
SD 1.5 still matters for legacy fine-tunes, mature community checkpoints, and teams that have existing prompt libraries they do not want to migrate yet.
Text to imageImage to image
ImageDedicated GPU
SDXL Turbo
SDXL Turbo is useful when speed matters more than maximal quality and teams want a fast, private image generation runtime on their own dedicated GPU envelope.
Fast text to imageInteractive generation loops
ImageDedicated GPU
FLUX.1 Dev
FLUX.1 Dev is a strong open image generation baseline for teams that want modern prompt performance and private inference without shared platform bottlenecks.
Text to imageImage to image
ImageDedicated GPU
FLUX.1 Schnell
FLUX.1 Schnell is the speed-focused FLUX variant for teams that want private inference with faster feedback loops and tighter latency targets.
Fast text to imagePrivate prompt handling
ImageDedicated GPU
FLUX 2 Dev
FLUX 2 Dev is already wired into the repo for enterprise-class text generation and multi-image editing flows, making it a strong dedicated GPU target for advanced image products.
Text to imageMulti-image img2img
ImageDedicated GPU
FLUX Kontext Dev
FLUX Kontext Dev is positioned for prompt-guided image transformation where teams want tighter control over edits, references, and enterprise runtime behavior.
Image to imageReference-guided editing
ImageDedicated GPU
FLUX Klein
FLUX Klein is a lighter FLUX-family option for teams that want the FLUX visual stack in a smaller dedicated deployment footprint.
Text to imageDedicated FLUX-family hosting
ImageDedicated GPU
Qwen Image
Qwen Image gives teams a Qwen-native multimodal image stack that works well for text generation, reference-aware edits, and private enterprise creative systems.
Text to imageImage to image
ImageDedicated GPU
Qwen Edit
Qwen Edit is a strong fit for teams that want a Qwen-branded image editing deployment with private prompt handling and dedicated enterprise infrastructure.
Image editingReference-based changes
ImageDedicated GPU
Qwen Image Edit 2511
Qwen Image Edit 2511 is the strongest repo-backed example of the enterprise open-model approach: it supports multi-image editing, text-guided transformations, and production fetch/webhook flows on dedicated infrastructure.
Up to 4 input images2048px max width and height
ImageDedicated GPU
Z Image Turbo
Z Image Turbo is already modeled in the repo as a dedicated image deployment target for teams prioritizing faster image generation and enterprise control.
Text to imageImage to image
ImageDedicated GPU
Z Image Base
Z Image Base is a practical dedicated deployment target for teams that want the Z Image family on private infrastructure instead of shared inference.
Text to imageCustom deployment control
ImageDedicated GPU
ControlNet
ControlNet is still one of the most useful open add-on stacks for structure-guided image generation when teams need more control than prompt-only workflows can provide.
Conditioned generationCustom checkpoint stacks
ImageDedicated GPU
IP-Adapter
IP-Adapter is a useful enterprise deployment target when teams want image-conditioned generation without exposing private brand or product references to shared infrastructure.
Image-conditioned generationPrivate reference handling
ImageDedicated GPU
InstantID
InstantID is useful for identity-preserving generation when teams need strict privacy around reference photos and consistent dedicated throughput.
Identity conditioningPrivate reference inputs
ImageDedicated GPU
Real-ESRGAN
Real-ESRGAN is still one of the easiest SEO and enterprise wins in the open model stack because teams constantly need private upscaling and restoration pipelines.
Image upscalingRestoration
Video Models
Dedicated deployment pages for 10 video models and adjacent enterprise use cases.
10 pages
VideoDedicated GPU
HunyuanVideo
HunyuanVideo is a strong enterprise target for teams that want an open video generation stack without routing prompts, frames, and outputs through shared systems.
Dedicated video generationPrivate prompt handling
VideoDedicated GPU
Wan 2.1
Wan 2.1 is a high-interest video model target for teams exploring dedicated private video generation infrastructure beyond closed video APIs.
Text-to-video workloadsPrivate prompt handling
VideoDedicated GPU
CogVideoX 5B
CogVideoX 5B is a recognizable open video model for teams that want private generation infrastructure rather than handing prompts and assets to shared providers.
Video generationPrivate runtime control
VideoDedicated GPU
Stable Video Diffusion
Stable Video Diffusion is an important open model target when teams want image-to-video capability in a private dedicated environment.
Image to videoPrivate asset handling
VideoDedicated GPU
LTX Video
LTX Video is relevant for teams evaluating newer open video stacks that need dedicated enterprise hosting, runtime control, and private media handling.
Dedicated video generationPrivate storage integration
VideoDedicated GPU
Mochi 1
Mochi 1 is a practical video model target for teams that want open video experimentation on infrastructure they own instead of shared video services.
Video generationPrivate prompt handling
VideoDedicated GPU
Open-Sora
Open-Sora is a natural enterprise deployment target for teams that want a recognizable open video stack they can run inside private infrastructure.
Dedicated video generationCode access
VideoDedicated GPU
SkyReels V2
SkyReels V2 is attractive for teams looking at newer open video systems but still needing enterprise-grade privacy, dedicated throughput, and runtime control.
Video generationPrivate storage integration
VideoDedicated GPU
Pyramid Flow
Pyramid Flow is a useful open video deployment target for teams exploring dedicated private motion generation stacks across enterprise workloads.
Dedicated video inferencePrivate data handling
VideoDedicated GPU
AnimateDiff
AnimateDiff is still relevant for teams building controlled motion pipelines around open image models and needing dedicated private GPU infrastructure.
Motion generationAdapter-based workflows
LLM and Multimodal Models
Dedicated deployment pages for 12 llm and multimodal models and adjacent enterprise use cases.
12 pages
LLMDedicated GPU
DeepSeek R1
DeepSeek R1 is one of the clearest enterprise deployment wins in the open LLM landscape because teams want its reasoning ability without exposing prompts or internal context to third-party shared providers.
Chat completionsPrivate prompt handling
LLMDedicated GPU
DeepSeek V3
DeepSeek V3 is a strong dedicated enterprise target when teams want a cost-aware open LLM stack for private production inference.
Chat completionsPrivate prompt flow
LLMDedicated GPU
DeepSeek Coder V2
DeepSeek Coder V2 is a natural fit for private engineering copilots where source code and developer prompts should stay inside dedicated infrastructure.
Coding chatPrivate code context
LLMDedicated GPU
Llama 3.3 70B
Llama 3.3 70B remains a high-intent enterprise model page because teams actively compare private open-weight Llama deployments against shared hosted APIs.
Chat completionsPrivate context handling
LLMDedicated GPU
Llama 3.1 8B
Llama 3.1 8B is attractive for teams that want a smaller dedicated LLM footprint while keeping prompts, retrieval context, and code-level runtime changes private.
ChatPrivate inference
LLMDedicated GPU
Qwen 3 32B
Qwen 3 32B is a strong open LLM candidate for private multilingual and reasoning workloads that need enterprise-grade control instead of shared hosted endpoints.
Chat completionsPrivate prompt flow
LLMDedicated GPU
Qwen 2.5 72B
Qwen 2.5 72B is a high-intent dedicated deployment target for teams that need stronger open-model performance with private enterprise hosting.
ChatPrivate context handling
LLMDedicated GPU
Qwen 2.5 VL
Qwen 2.5 VL is a strong enterprise deployment candidate for multimodal apps that want private image understanding and dedicated runtime control.
Multimodal reasoningImage understanding
LLMDedicated GPU
Mixtral 8x7B
Mixtral 8x7B remains one of the most recognizable open MoE models for teams comparing dedicated open LLM hosting options.
ChatDedicated private inference
LLMDedicated GPU
Mistral Nemo
Mistral Nemo is useful when teams want a smaller open Mistral-family deployment with dedicated privacy, code access, and infrastructure control.
ChatPrivate prompt handling
LLMDedicated GPU
Phi-4
Phi-4 is a strong fit for smaller dedicated enterprise deployments where teams want a compact model footprint without leaving shared hosted services in the loop.
ChatPrivate inference
LLMDedicated GPU
Gemma 3 27B
Gemma 3 27B is relevant for enterprise teams comparing Google-origin open-weight models with fully dedicated private deployment options.
ChatPrivate prompt handling
Audio and Voice Models
Dedicated deployment pages for 6 audio and voice models and adjacent enterprise use cases.
6 pages
AudioDedicated GPU
Whisper Large V3
Whisper Large V3 is still the obvious enterprise speech page because teams repeatedly need transcription that keeps private audio off shared infrastructure.
Speech to textDedicated audio processing
AudioDedicated GPU
Kokoro 82M
Kokoro 82M is a compact open TTS deployment target for teams that want private voice generation without relying on closed hosted voice APIs.
Text to speechPrivate content handling
AudioDedicated GPU
F5-TTS
F5-TTS is a strong page for enterprise audio buyers because it maps directly to private TTS infrastructure and custom voice pipeline control.
Text to speechDedicated hosting
AudioDedicated GPU
XTTS v2
XTTS v2 is attractive when teams want open multilingual TTS inside dedicated infrastructure instead of sending voice content to shared providers.
Text to speechMultilingual output
AudioDedicated GPU
OpenVoice V2
OpenVoice V2 is a natural dedicated enterprise target when teams want private voice cloning and speech transformation workloads.
Voice generationVoice cloning
AudioDedicated GPU
CosyVoice 2
CosyVoice 2 is useful for teams that want a modern open speech stack with private enterprise hosting and code-level runtime control.
Speech generationDedicated hosting
3D Models
Dedicated deployment pages for 2 3d models and adjacent enterprise use cases.
2 pages
3DDedicated GPU
Hunyuan3D 2
Hunyuan3D 2 is a good dedicated enterprise page because private 3D generation often involves proprietary product imagery and design workflows.
Text to 3DImage to 3D
3DDedicated GPU
TRELLIS
TRELLIS is a useful SEO and enterprise target for teams that want modern 3D generation on infrastructure they fully control.
3D generationPrivate asset handling
Enterprise Deployment
Deploy open-source model stacks with enterprise control
Whether you need Stable Diffusion checkpoints, FLUX editing runtimes, private reasoning models, or speech pipelines, the enterprise plan gives you dedicated GPUs, code access, and storage control.
100% privacy for prompts, inputs, and outputs
Code access for custom runtimes and adapters
Bring-your-own S3 for checkpoints and generated assets
Dedicated GPU throughput with no shared queue
Pricing
$1999/month
Starting price for enterprise dedicated GPU plans. Move to higher GPU tiers when you need more VRAM, throughput, or concurrency.
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