AI & Machine Learning Bearer Token

Transformer APIs REST API

Production-ready transformer model inference at scale

Transformer APIs provide high-performance REST endpoints for deploying and serving transformer-based machine learning models. The API offers pre-trained models for NLP, computer vision, and multimodal tasks, with support for custom model deployment, batching, and real-time inference. Developers use it to integrate state-of-the-art AI capabilities into applications without managing infrastructure.

Base URL https://api.transformer.rest/v1

API Endpoints

Method	Endpoint	Description
POST	`/models/text-generation`	Generate text using autoregressive language models
POST	`/models/text-classification`	Classify text into predefined categories or labels
POST	`/models/token-classification`	Perform named entity recognition and POS tagging
POST	`/models/question-answering`	Extract answers from context using question-answering models
POST	`/models/summarization`	Generate summaries from longer text documents
POST	`/models/translation`	Translate text between supported language pairs
POST	`/models/embeddings`	Generate dense vector embeddings for text inputs
POST	`/models/image-classification`	Classify images using vision transformer models
POST	`/models/object-detection`	Detect and localize objects within images
POST	`/models/image-to-text`	Generate captions and descriptions for images
GET	`/models`	List all available models with metadata and capabilities
GET	`/models/{model_id}`	Retrieve detailed information about a specific model
POST	`/models/deploy`	Deploy a custom model for inference
DELETE	`/models/{model_id}`	Remove a deployed custom model
GET	`/usage`	Retrieve API usage statistics and token consumption

Code Examples

curl -X POST https://api.transformer.rest/v1/models/text-generation \
  -H 'Authorization: Bearer YOUR_API_KEY' \
  -H 'Content-Type: application/json' \
  -d '{
    "model": "gpt2-large",
    "prompt": "The future of AI is",
    "max_tokens": 100,
    "temperature": 0.7
  }'

const response = await fetch('https://api.transformer.rest/v1/models/text-generation', {
  method: 'POST',
  headers: {
    'Authorization': 'Bearer YOUR_API_KEY',
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    model: 'gpt2-large',
    prompt: 'The future of AI is',
    max_tokens: 100,
    temperature: 0.7
  })
});

const data = await response.json();
console.log(data.generated_text);

import requests

url = 'https://api.transformer.rest/v1/models/text-generation'
headers = {
    'Authorization': 'Bearer YOUR_API_KEY',
    'Content-Type': 'application/json'
}
payload = {
    'model': 'gpt2-large',
    'prompt': 'The future of AI is',
    'max_tokens': 100,
    'temperature': 0.7
}

response = requests.post(url, json=payload, headers=headers)
result = response.json()
print(result['generated_text'])

Use Transformer APIs from Claude / Cursor / ChatGPT

Get a hosted MCP endpoint for Transformer APIs. Paste your Transformer APIs API key, copy back one URL, drop it into Claude Desktop, Cursor, or any AI client that supports remote MCP. Your AI calls Transformer APIs directly with your credentials — no local install, works on mobile.

generate_text Generate text completions using specified transformer models with configurable parameters like temperature and max tokens

classify_text Classify text into categories using fine-tuned classification models, returning confidence scores for each label

extract_entities Extract named entities and perform token classification on input text, identifying persons, organizations, locations, and custom entity types

generate_embeddings Create dense vector embeddings for text inputs suitable for semantic search, clustering, and similarity comparison

analyze_image Process images using vision transformers for classification, object detection, or image-to-text generation tasks

Connect in 60 seconds

Paste your Transformer APIs key → get an MCP URL → paste into Claude/Cursor. Hosted by IOX, encrypted at rest.

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Transformer APIs REST API

API Endpoints

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Code Examples

Use Transformer APIs from Claude / Cursor / ChatGPT

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