For Clients

Use AITBC for AI/ML Workloads

Access secure, private, and verifiable AI/ML computation on the decentralized network

✅ Now Available: CLI Wrapper Tool

Submit jobs, check status, and verify receipts with our new bash CLI wrapper. Supporting 13+ Ollama models with real-time blockchain verification!

Privacy First

Your data and models remain confidential with zero-knowledge proofs and secure enclaves

Verifiable Results

Every computation is cryptographically verified on the blockchain for trust and transparency

Fast & Efficient

Access thousands of GPUs worldwide with sub-second response times

System Flow: See the complete system flow diagram to understand how client requests flow through the AITBC system.

Getting Started

Start using AITBC in minutes with our simple client SDK or web interface.

Quick Start Options

CLI Wrapper Tool: ✅ NEW - Unified bash script for job management
Web Interface: No installation required
Python SDK: For AI/ML developers
JavaScript SDK: For web applications
REST API: For any platform

CLI Wrapper Tool (Recommended)

Submit an Inference Job

Use the bash CLI wrapper for easy job submission

# Submit job with CLI wrapper
./scripts/aitbc-cli.sh submit inference \
  --prompt "What is machine learning?" \
  --model llama3.2:latest

# Check job status
./scripts/aitbc-cli.sh status 

# View receipt with payment details
./scripts/aitbc-cli.sh receipts --job-id 

Available Models: llama3.2, mistral, deepseek-r1:14b, gemma3, qwen2.5-coder, and 8+ more via Ollama integration. Processing time: 11-25 seconds. Rate: 0.02 AITBC per GPU second.

Web Interface (Fastest)

Visit the Marketplace

Go to aitbc.bubuit.net/marketplace

Connect Your Wallet

Connect MetaMask or create a new AITBC wallet

Submit Your Job

Upload your data or model, select parameters, and submit

Get Results

Receive verified results with cryptographic proof

Popular Use Cases

AI Inference ✅ LIVE

Run inference on pre-trained models including LLama, Mistral, DeepSeek, and custom models via Ollama

Text generation (13+ models)
Code generation (DeepSeek, Qwen)
Translation (Qwen2.5-translator)
Real-time processing (11-25s)

Model Training

Train and fine-tune models on your data with privacy guarantees

Fine-tuning LLMs
Custom model training
Federated learning
Transfer learning

Data Analysis

Process large datasets with confidential computing

Statistical analysis
Pattern recognition
Predictive modeling
Data visualization

Secure Computation

Run sensitive computations with end-to-end encryption

Financial modeling
Healthcare analytics
Legal document processing
Proprietary algorithms

SDK Examples

Python SDK

# Install the SDK
pip install aitbc

# Initialize client
from aitbc import AITBCClient

client = AITBCClient(api_key="your-api-key")

# Run inference
result = client.inference(
    model="gpt-4",
    prompt="Explain quantum computing",
    max_tokens=500,
    temperature=0.7
)

print(result.text)

# Verify the receipt
is_valid = client.verify_receipt(result.receipt_id)
print(f"Verified: {is_valid}")

JavaScript SDK

// Install the SDK
npm install @aitbc/client

// Initialize client
import { AITBCClient } from '@aitbc/client';

const client = new AITBCClient({
    apiKey: 'your-api-key',
    network: 'mainnet'
});

// Run inference
const result = await client.inference({
    model: 'stable-diffusion',
    prompt: 'A futuristic city',
    steps: 50,
    cfg_scale: 7.5
});

// Download the image
await client.downloadImage(result.imageId, './output.png');

// Verify computation
const verified = await client.verify(result.receiptId);
console.log('Computation verified:', verified);

REST API

# Submit a job
curl -X POST https://aitbc.bubuit.net/api/v1/jobs \
  -H "Authorization: Bearer YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "type": "inference",
    "model": "gpt-4",
    "input": {
      "prompt": "Hello, AITBC!",
      "max_tokens": 100
    },
    "privacy": {
      "confidential": true,
      "zk_proof": true
    }
  }'

# Check job status
curl -X GET https://aitbc.bubuit.net/api/v1/jobs/JOB_ID \
  -H "Authorization: Bearer YOUR_TOKEN"

Pricing

Flexible pricing options for every use case

Pay-per-use

$0.01/1K tokens

No minimum commitment
Pay only for what you use
All models available
Basic support

Professional

$99/month

$500 included credits
Priority processing
Advanced models
Email support
API access

Enterprise

Custom

Unlimited usage
Dedicated resources
Custom models
24/7 support
SLA guarantee

Privacy & Security

Your data is never stored or exposed - All computations are performed in secure enclaves with zero-knowledge proof verification.

Privacy Features

End-to-end encryption - Your data is encrypted before leaving your device
Zero-knowledge proofs - Prove computation without revealing inputs
Secure enclaves - Computations run in isolated, verified environments
No data retention - Providers cannot access or store your data
Audit trails - Full transparency on blockchain

Compliance

GDPR compliant
SOC 2 Type II certified
HIPAA eligible
ISO 27001 certified

Best Practices

Optimizing Performance

Use appropriate model sizes for your task
Batch requests when possible
Enable caching for repeated queries
Choose the right privacy level for your needs
Monitor your usage and costs

Security Tips

Keep your API keys secure
Use environment variables for credentials
Enable two-factor authentication
Regularly rotate your keys
Use VPN for additional privacy

Cost Optimization

Start with smaller models for testing
Use streaming for long responses
Set appropriate limits and timeouts
Monitor token usage
Consider subscription plans for regular use

Support & Resources

Getting Help

Documentation: Full API reference
Community: Join our Discord
Email: aitbc@bubuit.net
Status: System status

Tutorials

Examples

Frequently Asked Questions

Question not answered? Contact us at aitbc@bubuit.net

General

How do I get started? - Sign up for an account, connect your wallet, and submit your first job through the web interface or API.
What models are available? - We support GPT-3.5/4, Claude, Llama, Stable Diffusion, and many custom models.
Can I use my own model? - Yes, you can upload and run private models with full confidentiality.

Privacy

Is my data private? - Absolutely. Your data is encrypted and never exposed to providers.
How do ZK proofs work? - They prove computation was done correctly without revealing inputs.
Can you see my prompts? - No, prompts are encrypted and processed in secure enclaves.

Technical

What's the response time? - Most jobs complete in 1-5 seconds depending on complexity.
Do you support streaming? - Yes, streaming is available for real-time applications.
Can I run batch jobs? - Yes, batch processing is supported for large workloads.

Billing

How am I billed? - Pay-per-use or monthly subscription options available.
Can I set spending limits? - Yes, you can set daily/monthly limits in your dashboard.
Do you offer refunds? - Yes, we offer refunds for service issues within 30 days.