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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-3-70B-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-3-70B-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 the capabilities of Llama 3.1 70B Instruct Turbo, Meta's cutting-edge instruction-tuned language model. Released on July 23, 2024, this advanced AI is engineered for robust multilingual dialogue, setting new benchmarks in natural language understanding and generation.
✨ Basic Information
Model Name: Llama 3.1 70B Instruct Turbo
Developer/Creator: Meta
Release Date: July 23, 2024
Version: 3.1
Model Type: Text
Overview: Llama 3.1 70B Instruct Turbo is a state-of-the-art instruction-tuned language model designed for multilingual dialogue use cases. It excels in natural language generation and understanding tasks, outperforming many existing models in the industry benchmarks.
🚀 Key Features
- ✅ Multilingual support with optimized performance
- ✅ Advanced fine-tuning using supervised techniques and reinforcement learning
- ✅ High accuracy and robust inference capabilities
- ✅ Extended context window up to 128k tokens
- ✅ Integration capabilities with third-party tools
🎯 Intended Use Cases
- 💡 Commercial and research applications
- 💡 Assistant-like chatbots and virtual agents
- 💡 Natural language generation and understanding tasks
- 💡 Synthetic data generation and model distillation
🌐 Language Support
Llama 3.1 70B Instruct Turbo offers robust support for a wide range of languages, including: English, German, French, Italian, Portuguese, Hindi, Spanish, Thai.
⚙️ Technical Details
Architecture: Llama 3.1 employs an optimized transformer architecture with auto-regressive capabilities. The model is fine-tuned using Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) to ensure alignment with human preferences for safety and helpfulness.
Training Data: Sourced from publicly available online data, comprising approximately 15 trillion tokens. The dataset is comprehensive and multilingual, with over 25 million synthetically generated examples used for fine-tuning.
Knowledge Cutoff: December 2023
Diversity and Bias: While the training data is highly diverse across multiple languages and domains, it's important to acknowledge that inherent biases from the data sources may persist. Careful application and continuous monitoring are essential for responsible deployment.
📈 Performance Metrics
Accuracy: The model demonstrates high accuracy across multiple benchmarks, notably achieving 83.6 MMLU (70B instruct model).
Speed: Efficient inference is achieved through Grouped-Query Attention (GQA), significantly improving scalability.
Robustness: Llama 3.1 is highly robust, capable of handling diverse inputs and generalizing effectively across various topics and languages.
🛠️ Usage & Guidelines
Code Samples/SDK: For integrating Llama 3.1 70B Instruct Turbo into your applications, refer to the provided code samples and SDK. Example integration via OpenAPI chat completion:
<snippet data-name="open-ai.chat-completion" data-model="meta-llama/Meta-Llama-3-70B-Instruct-Turbo"></snippet>
Ethical Guidelines: Adherence to responsible AI practices is paramount. Please consult the official Llama 3.1 Responsible Use Guide for comprehensive ethical considerations.
License Type: Llama 3.1 is available under the Llama 3.1 Community License, which is a custom commercial license designed for broad accessibility.
📚 Frequently Asked Questions (FAQ)
Q: What is Llama 3.1 70B Instruct Turbo?
A: It's Meta's latest state-of-the-art instruction-tuned language model, released on July 23, 2024, designed primarily for advanced multilingual dialogue and natural language processing tasks.
Q: What makes Llama 3.1 70B Instruct Turbo stand out?
A: Key differentiators include its optimized multilingual support, extensive 128k token context window, high accuracy (83.6 MMLU), and fine-tuning with SFT and RLHF for enhanced performance and safety.
Q: Can I use Llama 3.1 70B Instruct Turbo for commercial projects?
A: Yes, it is intended for both commercial and research applications, governed by the Llama 3.1 Community License, which is a custom commercial license.
Q: What languages does Llama 3.1 70B Instruct Turbo support?
A: It supports English, German, French, Italian, Portuguese, Hindi, Spanish, and Thai, among others, with optimized performance.
Q: What is the knowledge cutoff date for Llama 3.1 70B Instruct Turbo?
A: The model's knowledge cutoff date is December 2023.
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