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const { OpenAI } = require('openai');
const api = new OpenAI({
baseURL: 'https://api.ai.cc/v1',
apiKey: '',
});
const main = async () => {
const result = await api.chat.completions.create({
model: 'NousResearch/Hermes-2-Theta-Llama-3-70B',
messages: [
{
role: 'system',
content: 'You are SQL code assistant.',
},
{
role: 'user',
content: 'Could you please provide me with an example of a database structure that I could use for a project in MySQL?'
}
],
});
const message = result.choices[0].message.content;
console.log(\`Assistant: \${message}\`);
};
main();
import os
from openai import OpenAI
def main():
client = OpenAI(
api_key="",
base_url="https://api.ai.cc/v1",
)
response = client.chat.completions.create(
model="NousResearch/Hermes-2-Theta-Llama-3-70B",
messages=[
{
"role": "system",
"content": "You are SQL code assistant.",
},
{
"role": "user",
"content": "Could you please provide me with an example of a database structure that I could use for a project in MySQL?",
},
],
)
message = response.choices[0].message.content
print(f"Assistant: {message}")
if __name__ == "__main__":
main()
-
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Product Detail
✨ Hermes-2 Theta Llama-3 70B: Model Overview
Hermes-2 Theta Llama-3 70B is a cutting-edge Large Language Model (LLM) developed by Nous Research in collaboration with Charles Goddard and Arcee AI. Released in June 2024 as version 1.0, this model excels in text generation by combining the strengths of Hermes 2 Pro and Meta's Llama-3 Instruct models. It leverages a sophisticated merge technique and is further refined with Reinforcement Learning from Human Feedback (RLHF) to ensure highly coherent and contextually accurate outputs.
💡 Key Information
- Model Name: Hermes-2 Theta Llama-3 70B
- Developer/Creator: Nous Research, in collaboration with Charles Goddard and Arcee AI
- Release Date: June 2024
- Version: 1.0
- Model Type: Text Generation
⚙️ Key Capabilities and Features
- Structured Outputs & Function Calling: Demonstrates high proficiency in generating structured outputs and executing function calls, making it ideal for complex integrations.
- Chat ML Support: Utilizes Chat ML for highly structured and steerable multi-turn dialogues, enhancing conversational AI applications.
- JSON-Formatted Responses: Capable of providing responses in JSON format, crucial for tasks requiring structured data processing.
- API Interaction: Can generate API calls, parse responses, and return structured data, facilitating advanced automation.
🚀 Intended Use Cases
- Interactive Chatbots & Virtual Assistants: Powering sophisticated conversational agents.
- Creative Writing & Interactive Storytelling: Generating dynamic and engaging narrative content.
- Business Applications: Handling tasks requiring structured data and function calling, such as fetching stock data or managing databases.
🌐 Language Support
The model primarily supports English, but demonstrates versatility in handling multilingual inputs with varying degrees of proficiency.
📚 Technical Specifications
🏗️ Architecture
Hermes-2 Theta Llama-3 70B is built on a robust Transformer-based LLM architecture with 70 billion parameters, ensuring powerful and efficient processing.
📊 Training Data
The model was trained on a diverse dataset comprising both open and proprietary data pools, including web content, scientific literature, and synthetic data. Its knowledge cutoff is in early 2024.
📈 Performance Benchmarks
- Achieved high accuracy on widely recognized benchmarks such as GPT4All, AGIEval, and BigBench.
- Demonstrated strong logical reasoning and knowledge-based question answering capabilities on tasks like arc_challenge and arc_easy.
- Scored highly on the Truthful QA benchmark, indicating its ability to generate factually accurate responses.
🆚 Competitive Analysis
- Matches Open AI's GPT-4 on certain benchmarks, showcasing its top-tier performance.
- Surpasses Llama-3 70B Instruct on nearly all benchmarks, including IFLM, highlighting its superior capabilities.
🚀 Getting Started with Hermes-2 Theta Llama-3 70B
💻 Code Samples & Integration
The model is readily available on the AI/ML API platform under the identifier "NousResearch/Hermes-2-Theta-Llama-3-70B".
# Example API call placeholder for "NousResearch/Hermes-2-Theta-Llama-3-70B"
# This would typically involve an SDK call to the AI/ML API platform.
# Replace with actual code snippet from documentation.
# For instance:
# from ai_ml_platform_sdk import Client
# client = Client(api_key="YOUR_API_KEY")
# response = client.generate_text(model="NousResearch/Hermes-2-Theta-Llama-3-70B", prompt="Generate a creative story...")
# print(response)📖 API Documentation
Comprehensive API Documentation is available on the AI/ML API website, offering detailed guidelines for seamless integration and usage.
⚖️ Ethical Considerations
Ethical guidelines surrounding the model emphasize addressing potential biases and ensuring responsible deployment, especially in applications where factual accuracy and neutrality are paramount.
📄 Licensing
Hermes-2 Theta Llama-3 70B is released under the Llama 3 license, which includes specific conditions for both commercial and non-commercial utilization.
❓ Frequently Asked Questions (FAQ)
Q: What is Hermes-2 Theta Llama-3 70B?
A: It's a powerful Large Language Model (LLM) for text generation, a collaboration between Nous Research, Charles Goddard, and Arcee AI, combining elements of Hermes 2 Pro and Llama-3 Instruct.
Q: What are its main capabilities?
A: Its main capabilities include generating structured outputs, performing function calls, supporting Chat ML for dialogues, providing JSON-formatted responses, and integrating with APIs for data interaction.
Q: How does it compare to other models like Llama-3 70B Instruct?
A: Hermes-2 Theta Llama-3 70B surpasses Llama-3 70B Instruct on nearly all benchmarks, including IFLM, and even matches Open AI's GPT-4 on some benchmarks, showcasing its superior performance.
Q: What is the knowledge cutoff date for this model?
A: The model has a knowledge cutoff in early 2024, meaning its training data does not include information beyond that period.
Q: Where can I find the API documentation for Hermes-2 Theta Llama-3 70B?
A: Detailed API documentation is available on the AI/ML API website, providing comprehensive guidelines for integration.
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