"azure_dusk-v0.2" is not a product named on any of the candidate pages; it appears to be a model name, most likely a fine-tuned or community AI model. None of the sources show it, so the best path is to confirm where it is hosted. The sources that can serve or fine-tune models are Replicate 5 and UnoRouter 6, and Microsoft Azure 2 for Azure-hosted model deployments.
A question back: Where is azure_dusk-v0.2 hosted, or what is it (a Hugging Face model, an Azure deployment, or a fine-tune you made)? That determines which of these tools can run it.
- 1
Replicatereplicate.comverified and signed
Replicate lets you fine-tune FLUX image models on your own data to generate images in a specific style or of a specific subject 5, and runs fine-tuned models via its flux-schnell-lora action 11.
for agents: black-forest-labs/flux-schnell-lora · black-forest-labs/flux-schnell
- 2
Microsoft Azuremicrosoft.comverified and signed
Microsoft Azure hosts AI model deployments and offers a model lookup action (MLModels_QueryById) and a deployed-model action (Deployments_Get) 8.
official:MCP server · Azure MCP ServerAPI · Azure Enterprise Knowledge Graph ServiceSDK · azure-corelibrary · Azure.AI.OpenAICLI · azure-cli
for agents: MLModels_QueryById · MLModels_QueryById · Deployments_Get
- 3
UnoRouterunorouter.comfound in code, not yet checked
UnoRouter gives one OpenAI-compatible key to over 270 AI models, with a model search action to find a model ID by name 12.
official:MCP server · com.unorouter/mcp+1 community tools built for it
for agents: chat · search_models · Model catalog
Sources
- 2Cloud Computing Services | Microsoft Azureazure.microsoft.com · read 2026-10-29
- 5Fine-tune an image model - Replicatereplicate.com · read 2026-10-29
- 6UnoRouter - One Key for Every AI Modelunorouter.com · read 2026-10-29
- 8Azure Machine Learning Model Management Service: declares "MLModels_QueryById" (the record we read and signed)unfragile.ai · read 2026-10-24
- 11black-forest-labs/flux-schnell-lora: declares "black-forest-labs/flux-schnell-lora" (the record we read and signed)unfragile.ai · read 2026-10-24
- 12unorouter-mcp: declares "chat" (the record we read)github.com · read 2026-10-24
For agents: the 10 actions behind this answer
cosmosdb-datamodeling · cosmosdb-datamodeling verified and signed
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file
MLModels_QueryById · Azure Machine Learning Model Management Service verified and signed
Gets a model.
microsoft-foundry · microsoft-foundry verified and signed
Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubleshoot, prompt agent create, managed harness agent create, GitHub Copilot harness
databricks-model-serving · databricks-model-serving verified and signed
Databricks Model Serving endpoint lifecycle and ops. Use when asked to: CRUD serving endpoints (CLI or MLflow Deployments client); configure traffic routing for A/B / canary deploys and zero-downtime version swaps; retrieve OpenAPI schemas; inspect logs, metrics, or permissions; manage legacy AI Gat
· Model Context Protocol Filesystem website read, tools not yet checked
Official SDKs for building with Model Context Protocol
black-forest-labs/flux-schnell-lora · black-forest-labs/flux-schnell-lora verified and signed
The fastest image generation model tailored for fine-tuned use
black-forest-labs/flux-kontext-pro · black-forest-labs/flux-kontext-pro verified and signed
A state-of-the-art text-based image editing model that delivers high-quality outputs with excellent prompt following and consistent results for transforming images through natural language
black-forest-labs/flux-kontext-max · black-forest-labs/flux-kontext-max verified and signed
A premium text-based image editing model that delivers maximum performance and improved typography generation for transforming images through natural language prompts
black-forest-labs/flux-1.1-pro-ultra-finetuned · black-forest-labs/flux-1.1-pro-ultra-finetuned verified and signed
Inference model for FLUX 1.1 [pro] Ultra using custom `finetune_id`. Supports 4MP images and raw mode for realism
bytedance/sdxl-lightning-4step · bytedance/sdxl-lightning-4step verified and signed
SDXL-Lightning by ByteDance: a fast text-to-image model that makes high-quality images in 4 steps
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.