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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-3-8B-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-3-8B-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
Discover Llama 3.1 8B Instruct Turbo
Unveiling Llama 3.1 8B Instruct Turbo, Meta AI's advanced language model designed for superior text generation and complex instruction-based tasks. Released in July 2024, this model is engineered for professional and industrial applications demanding high accuracy and efficient GPU utilization.
💡Key Model Overview
Model Name: Llama 3.1 8B Instruct Turbo
Developer: Meta AI
Release Date: July 2024
Version: 3.1
Model Type: Text Generation
Optimized for high-performance GPU usage, Llama 3.1 8B Instruct Turbo excels in delivering high-quality text generation across various professional and industry contexts.
✨Advanced Capabilities
- ✅ Advanced Language Generation: Produces nuanced and contextually rich text.
- 🚀 Optimized for GPUs: Engineered for efficient processing on powerful GPUs.
- ✍️ Instruction-Based Fine-Tuning: Highly responsive to specific instructions and prompts.
- 🌐 Multilingual Support: Extends capabilities across various languages.
🎯Intended Applications
This model is tailored for a broad spectrum of applications, including sophisticated natural language understanding, diverse text generation, and precise multilingual semantic retrieval. It is especially valuable for industries that require high accuracy and performance in language-related tasks.
🗣️Supported Languages
- English
- French
- Spanish
- Urdu
- And several others...
Technical Specifications
🛠️Architecture
The Llama 3.1 8B Instruct Turbo model is built upon the robust Transformer architecture, renowned for its efficiency and scalability in handling complex, large-scale language tasks.
📚Training Data & Scope
The model's extensive training involved a diverse dataset, integrating public resources like XQuAD, FQuAD, and MLQA, further enhanced by synthetic data generated via OpenAI's GPT-3.5 Turbo. This comprehensive approach ensures deep understanding across various contexts and languages.
Comprising several terabytes of text data, this mix of public and synthetic sources significantly boosts the model's ability to generalize effectively across different topics and linguistic structures.
Knowledge Cutoff: The model's knowledge base is current up to December 2023.
⚖️Diversity & Potential Bias
Significant efforts were invested to ensure the training data's diversity, encompassing multiple languages and contexts. However, like all large language models, Llama 3.1 8B Instruct Turbo may still reflect certain biases inherent in its vast training data.
Performance Highlights
-
📊
Accuracy: The model consistently achieves high accuracy in text generation tasks, evidenced by superior F1 and BLEU scores, ensuring contextually relevant and precise responses.
-
⚡
Speed: Optimized for rapid inference, making it an ideal solution for real-time applications where quick responses are critical.
-
💪
Robustness: Demonstrates strong resilience across diverse inputs and exceptional generalization capabilities across various topics and languages, ensuring reliability for a wide range of NLP tasks.
Usage & Guidelines
💻Code Samples
For practical implementation, developers can find comprehensive code samples, particularly for API integrations like chat completion with `meta-llama/Meta-Llama-3-8B-Instruct-Turbo` and similar models, within the official documentation or platform where the model is hosted.
🛡️Ethical Guidelines
Meta AI provides clear ethical guidelines to promote the responsible deployment and use of the model, strictly advising against outputs that could be harmful or illegal. Adherence to these guidelines is paramount for all users.
📄License Type
The model operates under a permissive license, enabling both commercial and non-commercial applications. However, specific restrictions are in place to prevent potential misuse and ensure responsible development.
Frequently Asked Questions (FAQ)
Llama 3.1 8B Instruct Turbo is Meta AI's advanced text generation language model, released in July 2024, optimized for high-performance instruction-based tasks and extensive GPU usage.
It's primarily used for natural language understanding, text generation, and multilingual semantic retrieval in professional and industrial settings requiring high accuracy.
The model's knowledge base is updated up to December 2023.
Yes, it supports multiple languages, including English, French, Spanish, Urdu, and several others, making it versatile for global applications.
It is available under a permissive license, allowing both commercial and non-commercial use, with specific restrictions to prevent misuse.
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