• Developer Quickstart

  Step 1: Create a Free Account Head over to the Segmind.com website and sign up for a free account. You can simply connect with your Google or Discord account. Step 2: Use the playground to try different models Navigate to any model from the model page to run a model. You'll see an example that you can try or feel free to tweak the prompts and other settings to get the best output for you. Step 3: Create an API key The SegmiFew readers

• Key Concepts

  Key Concepts Models Model is a type of machine learning model that is trained to generate new data, such as text, images, audio, or video, based on the patterns and relationships it has learned from a training dataset. To see the list of all public models on Segmind, go to segmind.com/models and filter by models. PixelFlow GUI Pixelflow is a node based tool that gives developer and creators the ability to access a myriad of open-sourced models and seFew readers

• Fine Tuning

  Welcome to Segmind's Fine-Tuning Service, designed to enhance your AI models with tailored training on the Flux.1 base model. Our solution is streamlined for efficiency and flexibility, allowing you to create models that fit your specific needs in minutes. Key Features One-Click Presets: Simplify the fine-tuning process with our best parameter presets for various categories like Man, Woman, Styles, Objects, and Characters. LoRA Training Support: Leverage LoRA (Low-Rank AdaptatiFew readers

• Pricing

  Our fine-tuning service offers flexible pricing based on model type and GPU used. 🔹 Flux Charged per second based on the GPU selected: GPU Type Description Cost per Second Est. Cost (1000 steps) Est. Time (1000 steps) NVIDIAA10040GB Balanced performance $0.0020 ~$6 ~50m NVIDIAH100 Fastest training $0.0043 ~$8 ~32m NVIDIAL40S Cost-efficient $0.0014 ~$5 ~55m 🔹 Flux Kontext Charged per second using NVIDIAH100: GPU Type Description Cost per Second EFew readers

• Flux Kontext fine tuning API

  This documentation outlines the API endpoints for initiating and managing Flux Kontext fine-tuning requests in Segmind. Base URL Authentication All requests require an API key for authentication. Include the API key in the headers as follows: 1. Initiate Fine-Tune Request Description Initiate a new fine-tuning request. Request Headers x-api-key: Your API key. Content-Type: Should beFew readers

• Webhooks

  Introduction Webhooks are a powerful feature that allows users or applications to receive real-time updates from the Segmind platform. They enable seamless integration by sending HTTP POST requests to a specified URL whenever certain events occur. This allows developers to automate workflows and respond to events in real-time without polling the API for updates. Supported Webhook Events Segmind supports webhook events for the following events: Finetuning: Webhooks can notify youFew readers

• Fine tuning GPU options

  Sample Comparison Overview: In this exercise, we compare the performance and cost-effectiveness of three different model training pipelines: A100 (Balanced), H100 (Fast), and L40S (Low Cost). The training was conducted using the following parameters: Dataset: 10MB zip file Steps: 500Few readers

• Support

  Community Support If you run into any issues accessing or using our APIs or PixelFlow, you can reach out to our team and the larger community on discord server and post your queries in the respective channels. Start with ai-support-bot to ask our support bot. If you are unable to resolve your queries, drop in to platform-support or billing-support to get help from any of the team members. Dedicated Support All Business and Enterprise accountsFew readers

• Account and Developer Settings

  You can manage your account and developer level details here including creating an API key, register your webhooks or delete your account. Delete your Segmind account To delete your Segmind account click on the Developer/Settings from the left menu inside the console. Make sure you are logged in. Click on the delete button and confirm. If you are an admin of a team, you'll either need to delete the team or transfer ownership before you canFew readers

• Pricing and Billing

  Model API Pricing Model usage is charged either on per GPU-second basis or per Generation basis. You can view a specific model pricing on it's pricing tab. (example: https://www.segmind.com/models/gpt-image-1/pricing) Per-second For these models, API requests are charged on per-second basis, based on the amount of GPU processing time required for executing a request. We host our models on different GPUs and cloud providers and henceFew readers

• Authentication

  Segmind Cloud Authentication Documentation Overview This document details the authentication methods supported by Segmind Platform: OAuth 2.0 social login (Google, Microsoft, Discord) Bearer token authentication using JWT API key authentication for server-to-server communication Social logins provide a seamless and secure authentication experience by leveraging existing accounts from trusted providers, eliminating the need for users to create and remember additional credentials.Few readers

• Dataset Preparation

  Before fine-tuning, prepare your dataset as a ZIP file. Then upload it to a public URL or via the Segmind data upload endpoint. Upload Endpoints Flux Dev → Upload here Flux Kontext → Upload here Fast Flux → UploaFew readers

• Teams

  The "Teams" feature allows enterprise teams or individual users to organize their projects into groups, enabling collaboration and role-based access. Each team can have multiple members with different roles (e.g., Admin and Member). Creating a team: Users can click on their username at the bottom left to open a pop-up. Click on the "New Team" button to create and new team. (https://storage.crisp.chat/users/helpdesk/website/-/e/f/2/c/ef2cfba56b991000/8b6e660c-e0bb-4244-baa2-3ad19duh7p4Few readers

• Qwen fine tuning API

  This documentation outlines the API endpoints for initiating and managing Qwen fine-tuning requests in Segmind. Base URL Authentication All requests require an API key for authentication. Include the API key in the headers as follows: 1. Initiate Fine-Tune Request Description Initiate a new fine-tuning request. Request Headers x-api-key: Your API key. Content-Type: Should be applicaFew readers

• Flux fine Tuning API

  This documentation outlines the API endpoints for initiating and managing Flux fine-tuning requests in Segmind. Base URL Authentication All requests require an API key for authentication. Include the API key in the headers as follows: 1. Initiate Fine-Tune Request Description Initiate a new fine-tuning request. Request Headers x-api-key: Your API key. Content-Type: Should be applicaFew readers

• Flux Pro fine tuning API

  This documentation outlines the API endpoints for initiating and managing Flux Pro fine-tuning requests in Segmind. Base URL Authentication All requests require an API key for authentication. Include the API key in the headers as follows: 1. Initiate Fine-Tune Request Description Initiate a new fine-tuning request. Request Headers x-api-key: Your API key. Content-Type: Should be appFew readers

• Inference Guideline

  After fine-tuning completes and status is AVAILABLE, your model is ready for inference. Flux Dev Model URL: https://segmind.com/models/<modelname> Get modelname: From slug in response. API Details: https://segmind.com/models/<modelname>/api Flux Kontext Universal model: https://segmind.com/models/flux-kontext-finetuned API Details: https://segmiFew readers

• Fast Flux fine tuning API

  This documentation outlines the API endpoints for initiating and managing Fast Flux fine-tuning requests in Segmind. Base URL Authentication All requests require an API key for authentication. Include the API key in the headers as follows: 1. Initiate Fine-Tune Request Description Initiate a new fine-tuning request. Request Headers x-api-key: Your API key. Content-Type: Should be apFew readers