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Models & Technology

Advanced AI models built for performance, safety, and reliability.

Arete Framework

Overview

Our models are designed with a focus on capability, safety, and efficiency. Each model is purpose-built for specific use cases while maintaining our high standards for responsible AI.

Adaptive Intelligence

Adaptive goal-setting and constraint satisfaction that evolves with context and requirements.

Constraint-Aware

Built-in evaluators and critics provide continuous feedback for improved outputs.

Arete Framework

Arete is our flagship AI framework designed for adaptive intelligence and constraint-aware reasoning.

Goals & Constraints

Adaptive goal-setting and constraint satisfaction that evolves with context and requirements.

Evaluators & Critics

Built-in evaluators and critics provide continuous feedback for improved outputs.

Structured Tooling

Structured tooling integration for seamless interaction with external systems and APIs.

Persistent Memory

Persistent memory systems for maintaining context across conversations and sessions.

Model Family

Our suite of specialized models designed for different use cases and performance requirements.

Sophos 1

Most Capable

Our most powerful model for complex reasoning, analysis, and creative tasks. Optimized for research and advanced applications.

Advanced reasoning capabilities
Expanded file uploads
Priority support

Tachys 1

Fast

Optimized for speed and efficiency. Perfect for real-time applications and high-throughput scenarios.

Ultra-fast responses
High throughput
Cost-effective

Elaphros 1

Lightweight

Compact and efficient model designed for edge deployment and resource-constrained environments.

Low resource usage
Edge deployment ready
Offline capable

Inference

Our inference infrastructure is optimized for speed, reliability, and cost-effectiveness.

Streaming Responses

Real-time streaming responses for instant feedback and improved user experience.

Tool Calling

Advanced tool calling capabilities for integration with external systems and services.

Text-to-Speech

High-quality text-to-speech synthesis for natural and expressive voice output.

API Access

Simple, powerful APIs for integrating our models into your applications.

Quick Start Example

curl -X POST https://api.iseer.co/v1/chat/completions \
  -H "Authorization: Bearer $ISEER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "arete-1",
    "messages": [
      {
        "role": "user",
        "content": "Explain quantum computing in simple terms"
      }
    ],
    "max_tokens": 1000,
    "temperature": 0.7
  }'

REST API

Simple HTTP endpoints for easy integration with any programming language.

  • JSON request/response format
  • Comprehensive documentation
  • Rate limiting & quotas

SDKs & Libraries

Official libraries for popular programming languages and frameworks.

  • Python, JavaScript, Go, Rust
  • TypeScript definitions
  • Auto-retry & error handling

Safety & Security

Safety is built into every layer of our models and infrastructure.

Content Filtering

Advanced content filtering to prevent harmful or inappropriate outputs.

Bias Detection

Continuous bias detection and mitigation for fair and balanced responses.

Privacy Protection

Strong privacy protections to safeguard user data and interactions.

Audit Logging

Comprehensive audit logging for transparency and accountability.

Evaluation

Rigorous evaluation ensures our models meet the highest standards of performance and safety.

Performance Benchmarks

95%

Accuracy on MMLU

92%

HumanEval Score

88%

HellaSwag Score

Continuous Evaluation

Our models are continuously evaluated against industry-standard benchmarks and real-world performance metrics.

  • Automated testing pipeline
  • Human evaluation panels
  • A/B testing framework

Transparency Reports

Regular publication of model performance, limitations, and improvement areas for full transparency.

  • Quarterly performance reports
  • Detailed capability analysis
  • Community feedback integration
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