Granite 3.3 8B (Non-reasoning)

Granite 3.3 8B (Non-reasoning) is an 8-billion parameter large language model developed by IBM as part of the Granite 3.3 series. It is a dense decoder-only transformer model designed for enterprise applications that prioritize efficiency and high throughput. A key feature of the model is its 128,000-token context window, which enables the processing of extensive documents and long-form data retrieval tasks.

This variant is optimized for standard instruction-following and text generation tasks that do not require the explicit multi-step reasoning or "thinking" traces found in specialized reasoning models. It is particularly effective for high-speed scenarios such as summarization, data extraction, and Retrieval-Augmented Generation (RAG). In benchmarking, the model has been noted for its exceptionally fast generation speeds, making it suitable for batch processing and large-scale enterprise workflows.

The model supports 12 languages and was trained on a combination of permissively licensed and curated synthetic data. It is released under the Apache 2.0 license, allowing for broad commercial and community use. While it shares its foundation with the reasoning-enabled Instruct version, the non-reasoning designation refers to its operation in standard response modes that omit internal chain-of-thought processing.