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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/Nous-Hermes-2-Yi-34B',
messages: [
{
role: 'system',
content: 'You are an AI assistant who knows everything.',
},
{
role: 'user',
content: 'Tell me, why is the sky blue?'
}
],
});
const message = result.choices[0].message.content;
console.log(`Assistant: ${message}`);
};
main();
import os
from openai import OpenAI
client = OpenAI(
base_url="https://api.ai.cc/v1",
api_key="",
)
response = client.chat.completions.create(
model="NousResearch/Nous-Hermes-2-Yi-34B",
messages=[
{
"role": "system",
"content": "You are an AI assistant who knows everything.",
},
{
"role": "user",
"content": "Tell me, why is the sky blue?"
},
],
)
message = response.choices[0].message.content
print(f"Assistant: {message}")
-
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Product Detail
Introducing Nous Hermes-2 Yi (34B): A Cutting-Edge AI Language Model
✨ The Nous-Hermes-2-Yi-34B is a state-of-the-art large language model (LLM) representing a significant leap forward in artificial intelligence. Developed by NousResearch, this finely-tuned model is part of the esteemed Yi family, engineered to deliver unparalleled capabilities in natural language processing (NLP) across a wide array of applications.
This advanced model is built upon a robust transformer architecture, boasting an impressive 34 billion parameters. Its extensive training on a massive and diverse dataset ensures its capacity to generate high-quality, contextually relevant, and coherent text, making it an indispensable tool for innovative AI solutions.
🚀 Transformative Applications of Nous Hermes-2 Yi (34B)
📞 Enhanced Customer Service & Support Systems
The model's ability to comprehend complex questions and provide sophisticated responses can dramatically improve the efficiency and effectiveness of AI chatbots and virtual assistants. It's adept at handling diverse inquiries, from personalized product recommendations to intricate technical troubleshooting, delivering insightful and customized solutions to users.
📚 Revolutionizing Education & Personalized Learning Experiences
In educational settings, Nous-Hermes-2-Yi-34B offers significant potential for AI-powered tutoring and tailored learning. Its strong command of complex reasoning and logical skills makes it highly suitable for assisting students in grasping difficult concepts, solving challenging problems, and receiving personalized feedback aligned with their unique learning styles and preferences.
💡 Empowering Strategic Decision Support Systems
This model excels in offering valuable insights and recommendations by meticulously analyzing cause-and-effect relationships within extensive datasets. Whether for strategic planning, comprehensive risk assessment, or informed policy formulation, Nous-Hermes-2-Yi-34B's capability to decipher intricate relationships empowers stakeholders to make more astute and effective decisions.
✅ Performance Benchmarks & Competitive Landscape
To rigorously validate its capabilities, Nous-Hermes-2-Yi-34B has undergone extensive benchmark testing across diverse tasks. It has demonstrated impressive performance in the GPT4All benchmark:
- Arc Challenge: Showcased robust accuracy in complex reasoning tasks.
- BoolQ: Excelled in understanding and accurately responding to complicated questions.
- BigBench's Causal Judgement: Highlighted a solid grasp of cause-and-effect relationships, further confirming its utility for decision support applications.
While exhibiting high performance across numerous benchmarks, continuous development opportunities exist. For instance, despite its excellence in logical reasoning tasks such as AGIEval LSAT LR, areas like AGIEval Aqua Rat suggest avenues for further enhancement in specific aspects of higher-level intelligence.
⚙️ Practical Usage Tips & Seamless Integration
To interact effectively with the model, users should familiarize themselves with the ChatML prompt format. This format is fully compatible with OpenAI endpoints, allowing for seamless utilization of Nous-Hermes-2-Yi-34B in a manner akin to the OpenAI API, thereby simplifying integration into existing systems.
For streamlined access and usage in various applications, consider leveraging an AI/ML API. Access to the model can typically be obtained by signing up on the official website. For any further inquiries or support, the developers are available via their Discord community.
📝 License Agreement
The Nous-Hermes-2-Yi-34B model is distributed under the Apache License 2.0. This permissive open-source license grants users the freedom to modify, distribute, and utilize the model's code and its derivative works, ensuring compliance with open-source standards and legal frameworks.
🔌 API Integration Example
While the original content included an embedded snippet for API usage, integrating Nous-Hermes-2-Yi-34B typically involves sending structured requests (e.g., JSON payloads) to a designated API endpoint and processing the generated responses. For specific implementation details and code examples adhering to the OpenAI Chat Completion API format, users should consult the model's official documentation or relevant platform guides, which illustrate how to interact with models like NousResearch/Nous-Hermes-2-Yi-34B.
(Note: This section describes where specific code examples for API interaction would be provided.)
🌟 Conclusion: A Significant Advancement in AI Technology
In conclusion, the Nous-Hermes-2-Yi-34B model represents a profound advancement in the landscape of AI language models. It delivers powerful capabilities for sophisticated text generation, precise instruction following, and much more. Its substantial parameter count, advanced training methodologies, and demonstrated superior performance compared to many competitors establish it as an invaluable asset across a broad spectrum of AI applications, ultimately enhancing user experiences and fostering innovative solutions in natural language processing.
❓ Frequently Asked Questions (FAQ)
1. What is Nous-Hermes-2-Yi-34B?
It is a state-of-the-art, finely-tuned large language model (LLM) from NousResearch, built on the Yi family, featuring 34 billion parameters designed for advanced natural language processing tasks.
2. What are the key applications of this model?
Its primary applications include enhancing customer service and support systems (chatbots, virtual assistants), providing aid in educational settings (tutoring, personalized learning), and empowering decision support systems through complex data analysis.
3. How does Nous-Hermes-2-Yi-34B perform compared to other models?
The model shows impressive performance across various benchmarks like GPT4All (Arc Challenge, BoolQ, BigBench's Causal Judgement), demonstrating strong accuracy in reasoning and comprehension, with ongoing opportunities for further refinement.
4. What is the licensing agreement for Nous-Hermes-2-Yi-34B?
Nous-Hermes-2-Yi-34B is licensed under the Apache License 2.0, allowing users to freely modify, distribute, and utilize its code and derivatives while adhering to open-source standards.
5. How can I integrate Nous-Hermes-2-Yi-34B into my existing systems?
Integration is facilitated by familiarizing yourself with the ChatML prompt format, which is compatible with OpenAI endpoints. Access is typically provided via an AI/ML API, with further support available through their Discord channel.
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