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Simplismart

Simplismart is an AI inference and MLOps platform for deploying, fine-tuning, and scaling open-weight generative AI models, including LLMs, vision-language models, speech models, and image and video models.

For agents: AI inference and MLOps platform to deploy, fine-tune and scale open-weight LLM, vision, speech and video models; has quickstarts and OpenAPI reference.

ai inferencemlopsmodel deploymentfine-tuningopen-weight models

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T22:18:19.009Z. Cached copy · Source on simplismart.ai

# Simplismart

> Simplismart is an AI inference and MLOps platform for deploying, fine-tuning, and scaling open-weight generative AI models, including LLMs, vision-language models, speech models, and image and video models.

Simplismart lets teams run models on shared (serverless) endpoints, on dedicated endpoints, or on their own cloud account or Kubernetes cluster (bring your own compute). The platform covers the full model lifecycle: deployment with autoscaling, model optimization and compilation, fine-tuning (SFT, DPO, and GRPO for LLMs and VLMs, plus Whisper and Flux training), performance and quality benchmarking, and observability with alerting and metrics export to Prometheus, Datadog, and New Relic. It can be used through a web dashboard, a REST API, a Python SDK, and a CLI. Simplismart offers India-hosted inference endpoints and publishes compliance information for SOC 2 Type II, ISO 27001, HIPAA, and GDPR.

## Product

- [Homepage](https://simplismart.ai/): Overview of the Simplismart inference and MLOps platform.
- [Product](https://simplismart.ai/product): Product features and capabilities.
- [Platform](https://simplismart.ai/platform): Platform architecture and components.
- [Pricing](https://simplismart.ai/pricing): Current pricing for inference and training.
- [Contact](https://simplismart.ai/contact-us): Contact sales or support.

## Getting Started

- [Documentation Overview](https://docs.simplismart.ai/overview): Introduction to the Simplismart documentation.
- [Quickstart: Deploy](https://docs.simplismart.ai/quickstart/deploy): Deploy your first model.
- [Quickstart: Inference](https://docs.simplismart.ai/quickstart/inference): Make your first inference call.
- [Terminology Guide](https://docs.simplismart.ai/reference/terminology-guide): Definitions of key platform terms.
- [Playground: LLMs](https://docs.simplismart.ai/get-started/playground/large-language-models): Try language models in the browser.
- [Playground: Image Generation](https://docs.simplismart.ai/get-started/playground/image-generation-models): Try image generation models in the browser.
- [Playground: Transcription](https://docs.simplismart.ai/get-started/playground/transcription-models): Try speech-to-text models in the browser.

## Inference and Deployment

- [Shared Endpoints](https://docs.simplismart.ai/inference/shared-endpoint): Serverless, pay-per-use inference on shared infrastructure.
- [Dedicated Endpoints](https://docs.simplismart.ai/inference/dedicated-endpoint): Private endpoints with reserved capacity.
- [Bring Your Own Compute](https://docs.simplismart.ai/inference/bring-your-own-compute): Run Simplismart on your own cloud infrastructure.
- [Creating a Deployment](https://docs.simplismart.ai/model-suite/deployments/creating-a-deployment): Configure and launch a model deployment.
- [Deploy a Custom Model](https://docs.simplismart.ai/model-suite/deployments/deploy-a-custom-model): Deploy your own or fine-tuned models.
- [Deploy a Container](https:/
…

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