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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: 'meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo',
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="meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo",
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
Llama 3.1 405B Instruct Turbo: Advancing Text Generation with Meta AI
Introduced in July 2024 by Meta AI, the Llama 3.1 405B Instruct Turbo represents a significant leap in large language model technology. This state-of-the-art model, version 3.1 of the acclaimed Llama series, is engineered to excel in advanced text generation tasks, delivering unparalleled coherence and contextual relevance across a diverse array of domains.
✨ Core Features & Capabilities
-
🚀 Massive Scale: With an impressive 405 billion parameters, Llama 3.1 405B ensures high accuracy and a deep, nuanced understanding of complex prompts and texts.
-
🌐 Multilingual Mastery: This model boasts robust support for multiple languages, proficiently generating text in English, Spanish, French, German, Chinese, Japanese, Korean, and many more, facilitating global applications.
-
🧠 Superior Contextual Awareness: Llama 3.1 405B demonstrates an enhanced ability to maintain context over extensive passages, resulting in remarkably relevant and cohesive outputs.
-
🔧 Adaptable Fine-Tuning: Its architecture allows for easy adaptation and optimization for specific applications and industry needs through streamlined fine-tuning processes.
💡 Intended Applications & Use Cases
Llama 3.1 405B is designed for a broad spectrum of applications, enhancing user interaction and automating text-based tasks across various platforms:
- ✅ Advanced Content Creation & Generation
- ✅ Automated Customer Support & Virtual Assistants
- ✅ Real-time Language Translation
- ✅ Data Synthesis, Summarization, and Analysis
- ✅ Integration into bespoke platforms for enhanced text processing.
Notably, Llama 3.1 405B offers a highly practical and efficient solution for specialized tasks such as medical coding. It can proficiently process long medical texts, handle diverse scenarios, and generate synthetic data to aid in healthcare applications. To delve deeper into how generative AI is transforming healthcare, explore: AI in Healthcare: Generative AI Uses & Examples.
⚙️ Technical Deep Dive
Architecture & Training Data
Llama 3.1 405B is founded on the robust Transformer architecture, renowned for its efficiency in processing sequential data and its capability to capture long-range dependencies within text. Its training involved a massive dataset, approximately 2.5 trillion tokens, meticulously sourced from a combination of publicly available datasets, web pages, books, articles, and proprietary collections. This extensive training ensures the model's comprehensive understanding across a vast array of topics and languages.
Knowledge Cutoff: The model's knowledge base is current up to December 2023.
Diversity and Bias Mitigation: Meta AI made significant efforts to include a wide range of sources during training to minimize inherent biases. However, continuous evaluation and updates are actively planned to further address and mitigate any biases originating from the training data.
📊 Performance Metrics
-
Accuracy: Demonstrates high performance with a Perplexity of 8.9 on standard benchmarks and an impressive F1 Score of 92.3% on specific language tasks.
-
Speed: Optimized for real-time applications, Llama 3.1 405B achieves an inference speed of 50 milliseconds per token when deployed on high-performance GPUs.
-
Robustness: The model exhibits strong generalization capabilities, efficiently handling diverse inputs and maintaining consistent performance across various topics and languages, validated through extensive testing.
🔒 Ethical Guidelines & Licensing
Responsible AI Deployment
Meta AI is deeply committed to responsible AI usage. Users are strongly encouraged to adhere to ethical guidelines, focusing on preventing harmful applications, ensuring fairness, and diligently maintaining user privacy. This commitment is crucial for fostering a positive and secure AI environment.
License Type: Llama 3.1 405B is available under an open-source license. It is important to note that specific restrictions apply to commercial use, and users must meticulously adhere to the terms outlined in the licensing agreement.
Access Llama 3.1 405B
To gain immediate access to Llama 3.1 405B and explore its innovative capabilities, we invite you to:
❓ Frequently Asked Questions (FAQs)
A1: Llama 3.1 405B Instruct Turbo is Meta AI's latest large language model, released in July 2024. Featuring 405 billion parameters, it's designed for advanced, contextually aware text generation and understanding across multiple languages.
A2: Its applications are broad, including content creation, automated customer support, language translation, data synthesis, and specialized tasks like medical coding, thanks to its ability to process complex, long-form texts efficiently.
A3: The model's knowledge base is current up to December 2023.
A4: Yes, it is distributed under an open-source license. However, specific restrictions apply to commercial use, and users must review and comply with the detailed terms outlined in the licensing agreement.
A5: The model is highly optimized for real-time performance, achieving an impressive inference speed of 50 milliseconds per token on high-performance GPUs.
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