Explore IBM: Granite 4.0 Micro Model

Fine-tuned for long context tool calling in text tasks.

Input: text Output: text Context: 131,000 tokens Release: 2025-10-20

Discover IBM's Granite 4.0 Micro, released on October 20, 2025. This text-to-text model, part of the Granite 4 family, is designed with a focus on long context tool calling. With a context length of 131,000 tokens, it excels in handling extensive text inputs and outputs. Users can fine-tune the model using parameters like frequency penalty and temperature to suit specific needs. Whether you're generating content or analyzing text, the Granite 4.0 Micro offers flexible input and output modalities for text-based tasks.

Use Cases

Here are a few ways teams apply IBM: Granite 4.0 Micro in practice—from fast drafting to multimodal understanding. Adapt these ideas to your workflow.

Generate detailed text content

Analyze lengthy documents

Customize outputs with parameter tuning

Enhance text-based applications

Key Features

A quick look at the capabilities that make this model useful in real projects.

3 billion parameters for robust performance

Context length of 131,000 tokens

Text-to-text input and output modalities

Fine-tuning with various parameters

Part of the Granite 4 model family

Specs

Overview

Vendor
ibm-granite

Model ID
ibm-granite/granite-4.0-h-micro

Release
2025-10-20

Modalities & context

Input
text

Output
text

Context
131,000 tokens

Parameters & defaults

Supported parameters: frequency_penalty, max_tokens, presence_penalty, repetition_penalty, seed, temperature, top_k, top_p

Defaults: temperature 0.2, top_p 0.95

Benchmark tests: IBM: Granite 4.0 Micro

We ran this model against a few representative prompts to show its range. Review the outputs below and be the judge.

Text

Prompt:

Write 150 words on how AI might positively upend work, leisure and creativity

Artificial Intelligence (AI) is poised to revolutionize work, leisure, and creativity in profound ways. In the professional sphere, AI can automate mundane tasks, allowing humans to focus on more complex and creative problem-solving. This can lead to increased productivity and efficiency across industries. In leisure, AI-driven personalization can tailor experiences to individual preferences, enhancing entertainment and relaxation. For instance, AI can curate personalized music playlists, recommend movies, or even design customized workout routines. Creativity is another area where AI can make a significant impact. AI tools can assist artists, writers, and musicians by generating ideas, suggesting improvements, or even creating content autonomously. This can inspire new forms of expression and collaboration between humans and machines. However, it's crucial to remember that while AI can augment human capabilities, it should not replace the unique human touch in work, leisure, and creativity. The key is to leverage AI as a tool to enhance our abilities, not to replace our creativity or ingenuity.

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up.end

/ˌəpˈend/

verb

To “upend” means to completely disrupt, overturn, or drastically change the established order or structure of something. It implies a significant shift or alteration that can potentially have far-reaching consequences. When something is upended, it is turned upside down or transformed in a way that challenges conventional norms or expectations. The term often carries a sense of innovation, transformation, and sometimes even a hint of upheaval, indicating that the changes are not just minor adjustments but rather a fundamental reimagining of the status quo.

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