Verbinden Sie Gradient AI LLM API Finetuning mit Ihrer KI

• 01 / 02Daten extrahieren
• 02 / 02Modelle feinabstimmen

Schnellster Tag

880ms

Langsamster Tag

1267ms

14-Tage-Trend

Verlangsamend+7%

Gradient AI Connector

Alles bereit. Wählen Sie Ihren MCP-Client und folgen Sie den Einrichtungsschritten.

Connector-Linkhttps://edge.vinkius.com/vk_preview_KwJfHerXBfsWKXVQH8bGJG4HGUwUfVlRXkPpGPNU/mcpKopieren

Claude Desktop

Folgen Sie den Schritten unten, um sich in Sekunden zu verbinden.

1. 1In Claude Desktop, open Settings → Connectors.
2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3. 3Click Add and start a new chat — Gradient AI capabilities are ready to use.

Konfiguration · claude_desktop_config.jsonKopieren

{
  "mcpServers": {
    "gradient-ai-llm-api-finetuning-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KwJfHerXBfsWKXVQH8bGJG4HGUwUfVlRXkPpGPNU/mcp"
    }
  }
}

• Claude
• ChatGPT
• Cursor
• VS Code
• Windsurf
• Claude Code
• JetBrains
• Cline

Schritt-für-Schritt-Anleitungen für jeden Client finden Sie im Guide. Verbinden

Geführte Einrichtung für Claude? Gradient AI in Claude und anderen KI-Tools einrichten

Alle KI-Clients ansehen, mit denen dieser Connector funktioniert ↑

• 01

  KI-Ingenieure

  Schnelle Iteration von Finetuning-Experimenten und Tests von Modell-Completions.

• 02

  Data Scientists

  Generierung von Embeddings und Durchführung von NLP-Analysen ohne komplexe lokale Setups.

• 03

  Entwickler

  Nahtlose Integration fortgeschrittener LLM-Funktionen in eigene Anwendungen.

• 01

  How do I connect this MCP to my AI client?

  You subscribe to the MCP on Vinkius and connect your client once. After that, the capabilities are ready to use in Claude, Cursor, or Windsurf.

• 02

  What credentials do I need?

  You will need your Gradient API Key and your Workspace ID to authenticate the connection.

• 03

  Can I use my own fine-tuned models?

  Yes, you can list, create, and manage your custom fine-tuned model instances through the MCP.

• 04

  Does this support RAG?

  Yes, you can create RAG collections and generate embeddings for retrieval tasks.

• 05

  Can I process PDF files?

  Yes, the MCP includes capabilities to upload files and extract text or data from PDFs.

• 06

  How can I start training a custom model with my own data?

  You can use the fine_tune_model capability. Simply provide the model ID and an array of training samples. The agent will handle the submission to Gradient's training infrastructure.

• 07

  Can I use RAG (Retrieval Augmented Generation) with this server?

  Yes! The complete_model capability includes an optional rag parameter, allowing you to provide context or collection IDs to ground the model's responses in specific data.

• 08

  How do I generate vector embeddings for my documents?

  Use the generate_embeddings capability by specifying a model slug (like 'bge-large') and a list of text inputs. It will return the high-dimensional vectors for your text.

• 

  LLM Fine-Tuning Dataset Validator KI-Connector

  Verify structural integrity, token distribution, and training costs of JSONL datasets.

  Ansehen
• 

  Predibase (LLM Serving & Finetuning) KI-Connector

  Deploy and query fine-tuned LLMs via Predibase — run inference, classify text, and monitor deployment metrics

  Ansehen
• 

  Mistral AI (Frontier LLMs & Embeddings) KI-Connector

  Manage AI inference via Mistral — execute chat completions, generate RAG embeddings, and audit frontier models

  Ansehen
• 

  OpenAI KI-Connector

  Use GPT-4o, DALL-E 3, embeddings, fine-tuning, and moderation as tools inside your AI agent workflows.

  Ansehen

Vorschläge

• 

  Fine-tuning Investment Decision Engine KI-Connector

  Calculate the financial viability and ROI of fine-tuning AI models.

  Ansehen
• 

  AI Model Fine-Tuning Service Margin KI-Connector

  Analyze profitability and long-term viability of AI fine-tuning services.

  Ansehen
• 

  AI Fine-Tuning Market Analyzer KI-Connector

  Calculates TAM, SAM, and market share potential for AI fine-tuning services.

  Ansehen
• 

  AI Fine-Tuning Economics KI-Connector

  Analyze profitability and LTV impact of AI fine-tuning jobs.

  Ansehen