PS4Research/hK6mW1sF8yT9bR2k

VISIONConcurrency Cost:2Model Size:31BQuant:FP8Ctx Length:32kTool Calling:SupportedPublished:May 21, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

PS4Research/hK6mW1sF8yT9bR2k is a 31 billion parameter Gemma 4 model developed by PS4Research. This model was finetuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for general language tasks, leveraging its Gemma 4 architecture for efficient performance.

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Model Overview

PS4Research/hK6mW1sF8yT9bR2k is a 31 billion parameter Gemma 4 model developed by PS4Research. This model was finetuned from unsloth/gemma-4-31B-it-unsloth-bnb-4bit and utilizes the Unsloth library in conjunction with Huggingface's TRL library. A key characteristic of this model's development is its optimized training process, which was achieved 2x faster due to the use of Unsloth.

Key Characteristics

  • Architecture: Based on the Gemma 4 model family.
  • Parameter Count: 31 billion parameters.
  • Training Efficiency: Finetuned with Unsloth and Huggingface's TRL library, resulting in a 2x speedup in the training process.
  • License: Distributed under the Apache-2.0 license.

Potential Use Cases

This model is suitable for a variety of general language generation and understanding tasks, benefiting from its Gemma 4 base and efficient finetuning. Its optimized training suggests it could be a good candidate for applications requiring a capable 31B parameter model that was developed with a focus on efficiency.

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