Amazon: Nova Micro 1.0

Amazon Nova models are advanced foundation models launched by Amazon. They are designed for a range of tasks, including text, image, and video processing. The models include Amazon Nova Micro, Lite, Pro, Canvas, and Reel. Nova Micro is optimized for speed and cost, while Lite handles multimodal inputs efficiently. Pro combines accuracy, speed, and cost-effectiveness for complex tasks. Canvas generates high-quality images, and Reel creates dynamic video content. These models are available on Amazon Bedrock, making them easy to access and integrate into applications.

import OpenAI from "openai"

const openai = new OpenAI({
  baseURL: "https://api.aiapilab.com/v1",
  apiKey: $AIAPILAB_API_KEY
})

async function main() {
  const completion = await openai.chat.completions.create({
    model: "amazon/nova-micro-v1",
    messages: [
      {
        "role": "user",
        "content": "Write a blog about cat."
      }
    ]
  })

  console.log(completion.choices[0].message)
}
main()

from openai import OpenAI

client = OpenAI(
  base_url="https://api.aiapilab.com/v1",
  api_key="$AIAPILAB_API_KEY",
)

completion = client.chat.completions.create(
  model="amazon/nova-micro-v1",
  messages=[
    {
      "role": "user",
      "content": "Write a blog about cat."
    }
  ]
)
print(completion.choices[0].message.content)

Amazon: Nova Micro 1.0

ContextAmazon

Input$0.035 / M

Output$0.14 / M

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Description

Amazon Nova Micro is a new model released in December 2024. It is part of the Nova suite for generative AI tasks. This text-only model provides ultra-low latency responses. It can generate over 200 tokens per second, giving fast results for many uses.

The Nova Micro model can support up to 128,000 tokens. It works with more than 200 languages, showing its versatility. This model is great for language understanding, translation, and math reasoning. Users find it effective for real-time analysis and chat applications.

Integrated with the Amazon Bedrock platform, it allows easy access. Developers can customize the model with their data. Nova Micro is user-friendly, making it perfect for businesses that want efficient AI solutions.

Compared to similar models, Nova Micro is at least 75% cheaper. It has been tested against its peers and shows better speed and accuracy. Users can fine-tune the model to improve its performance based on their needs.

In summary, Amazon Nova Micro is a strong tool for AI development. Its quick response time and low cost make it a top choice in generative AI. For the best integration experience, use our AIAPILAB services to access this model at a better price.

Model API Use Case

The Amazon Nova Micro API is a strong tool for fast text generation. It works well in situations that need quick responses. With a speed of over 200 tokens per second, it can manage busy times easily. For example, a customer service chatbot can use this API to reply to questions right away, which improves user experience.

This API can handle up to 128,000 tokens. It supports many user inputs in more than 200 languages. Businesses can adjust the model with their own data for tailored responses. This helps meet specific customer needs.

One real-world case is a financial services company using Nova Micro. They found a 50% drop in response time for client questions. This greatly boosted customer satisfaction.

Moreover, the API is cost-effective. It is at least 75% cheaper than other similar models. This allows businesses to grow their AI solutions without big costs. The mix of speed, customization, and low price makes the Nova Micro API a great resource for companies wanting to use AI.

Model Review

Pros

1. Nova Micro delivers lightning-fast responses, enhancing user experience. 2. It processes over 200 languages, broadening accessibility and reach. 3. The model excels in tasks like translation and reasoning, boosting productivity. 4. Integration with Amazon Bedrock simplifies development and customization. 5. Users can fine-tune the model, tailoring it to specific needs and applications.

Cons

1. Nova Micro lacks audio processing. It ignores sound in video analysis. This limits its multimedia capabilities. 2. The model struggles with complex reasoning tasks. It may not perform well in intricate applications. 3. Users report occasional inaccuracies. Responses can lack depth or detail in certain contexts.

Comparison

Feature/Aspect	Amazon Nova Pro	Amazon Nova Lite	Amazon Nova Micro
Speed	Best combination of accuracy and speed	Very fast for multimodal tasks	Fastest with low latency
Model Type	Highly capable multimodal model	Multimodal model (text, image, video)	Text-only model
Key Use Cases	Video summarization, question answering, software development	Customer interactions, document analysis, visual question answering	Language understanding, translation, reasoning
Maximum Tokens	300,000 tokens	300,000 tokens	128,000 tokens
Fine-tuning Support	Yes, supports text, image, and video inputs	Yes, supports text, image, and video inputs	Yes, supports text input

API

import OpenAI from "openai"

const openai = new OpenAI({
  baseURL: "https://api.aiapilab.com/v1",
  apiKey: $AIAPILAB_API_KEY
})

async function main() {
  const completion = await openai.chat.completions.create({
    model: "amazon/nova-micro-v1",
    messages: [
      {
        "role": "user",
        "content": "Write a blog about cat."
      }
    ]
  })

  console.log(completion.choices[0].message)
}
main()

from openai import OpenAI

client = OpenAI(
  base_url="https://api.aiapilab.com/v1",
  api_key="$AIAPILAB_API_KEY",
)

completion = client.chat.completions.create(
  model="amazon/nova-micro-v1",
  messages=[
    {
      "role": "user",
      "content": "Write a blog about cat."
    }
  ]
)
print(completion.choices[0].message.content)

FAQ

Q1：What tasks can Amazon Nova Micro perform?  
A1：Amazon Nova Micro excels in text generation, summarization, and translation.

Q2：How do I access the Nova Micro API?  
A2：Access the Nova Micro API through the Amazon Bedrock console or API.

Q3：What input formats does Nova Micro support?  
A3：Nova Micro supports text input, processing various text-based tasks efficiently.

Q4：Can I customize the Nova Micro model?  
A4：Yes, Nova Micro allows fine-tuning with proprietary data for tailored responses.

Q5：What are the latency features of Nova Micro?  
A5：Nova Micro offers ultra-low latency, generating responses quickly and effectively.