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Gemma 2 (27b)

Discover Gemma-2 27B by Google, a high-performance language model optimized for diverse text generation tasks with broad language support.

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Javascript

Python

                                        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: 'google/gemma-2-27b-it',
    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="google/gemma-2-27b-it",
    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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Gemma 2 (27b)

Product Detail

Discover Gemma-2 27B: Google's Advanced AI Language Model

Google's Gemma-2 27B-IT is a state-of-the-art Large Language Model (LLM) designed to set new benchmarks in AI-powered text generation. Released in June 2024, this model represents a significant leap forward in efficiency and performance, making it an ideal solution for a wide array of Natural Language Processing (NLP) applications. From sophisticated question answering to precise summarization and complex reasoning tasks, Gemma-2 27B delivers robust capabilities for developers and researchers.

🚀 Key Information & Capabilities

Basic Model Details:

✨ Model Name: Gemma-2-27B-IT
🛠️ Developer: Google
📅 Release Date: June 2024
🏷️ Version: 2.1
🧠 Model Type: Large Language Model (LLM)

Core Features:

💡 27 Billion Parameters: Ensures robust performance across complex and nuanced tasks.
📖 Large Context Window: Handles up to 8,192 tokens, enabling processing of extensive inputs for comprehensive understanding.
🎯 Enhanced Accuracy: Fine-tuned for superior accuracy in generating coherent and contextually relevant responses.
🌐 Multilingual Support: Extends usability to global applications by supporting multiple languages, with a primary focus on English.
⚡ Optimized for Inference: Designed for efficient operation on NVIDIA GPUs and TPUs, leading to reduced operational costs and faster processing.

⚙️ Technical Deep Dive

Architecture:

Gemma-2 27B leverages a cutting-edge transformer architecture, meticulously optimized for both peak performance and exceptional efficiency. It incorporates advanced techniques, such as grouped-query attention, to significantly boost inference speed while steadfastly maintaining high-quality output generation. This architectural innovation ensures that the model remains highly responsive and accurate.

Training Data:

The model's extensive capabilities stem from its training on a vast and diverse dataset, comprising over 13 trillion tokens. This colossal dataset was meticulously curated from a broad spectrum of sources, including web documents, robust code repositories, and comprehensive scientific literature, enabling the model to generalize effectively across myriad topics and domains.

📚 Data Source & Size: A rich mixture of high-quality text from diverse domains guarantees the model's robustness and versatility.
⚖️ Diversity & Bias Mitigation: Training data curation prioritized minimizing biases and ensuring balanced representation across subjects and linguistic styles for fair and equitable performance.

Performance Metrics:

Gemma-2-27B-IT has demonstrated impressive performance metrics, showcasing significant advancements over previous models. For detailed performance comparisons and benchmarks, refer to the original source.

💡 Usage & Ethical Guidelines

Intended Use:

Gemma-2 27B is primarily intended for software developers and AI researchers. It serves as a powerful tool for integrating advanced language processing into various applications, including sophisticated chatbots, innovative content creation platforms, and efficient automated customer support systems.

Language Support:

While primarily focused on English, Gemma-2 27B is engineered to support multiple languages, enhancing its utility in a global context and catering to a diverse user base.

Code Samples & API Access:

The Gemma 2 (27B) model is readily accessible on the AI/ML API platform. Developers can integrate this powerful LLM into their projects via the provided API.

Example API Call:

curl -X POST "https://api.ai.cc/v1/chat/completions" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
    "model": "google/gemma-2-27b-it",
    "messages": [
        {"role": "system", "content": "You are a helpful AI assistant."},
        {"role": "user", "content": "Explain large language models simply."}
    ],
    "max_tokens": 100
}'

Note: The original content referenced a custom `` embed tag. This example illustrates a common `curl` API interaction for developers.

Get Gemma 2 (27b) API access here.

🔒 Ethical Considerations:

Google underscores the paramount importance of ethical AI development. They advocate for complete transparency regarding Gemma-2 27B's capabilities and inherent limitations. Users are strongly encouraged to employ the model responsibly to prevent any potential misuse or the generation of harmful content, aligning with broader AI safety principles.

⚖️ Licensing:

Gemma models are provided under a commercially-friendly license, governed by the Gemma Terms of Use. This license permits both extensive research and commercial deployment, ensuring adherence to rigorous ethical standards and promoting widespread responsible innovation.

❓ Frequently Asked Questions (FAQs)

Q: What is Gemma-2 27B-IT?
A: It's Google's latest high-performance Large Language Model (LLM), released in June 2024, designed for diverse text generation, summarization, and reasoning tasks.
Q: What are the key features of Gemma-2 27B?
A: Key features include 27 billion parameters, an 8,192-token context window, improved accuracy, multilingual support, and optimization for efficient inference on NVIDIA GPUs and TPUs.
Q: Who is the target audience for Gemma-2 27B?
A: It's primarily intended for software developers and AI researchers who want to integrate advanced language processing into applications like chatbots, content tools, and customer support systems.
Q: How can I access Gemma-2 27B?
A: The model is available on the AI/ML API platform for developers to integrate.
Q: Is Gemma-2 27B licensed for commercial use?
A: Yes, it's available under a commercially-friendly license that permits both research and commercial usage, subject to the Gemma Terms of Use.

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