Martinyooo/accounting-json-gemma-v1-raw

VISIONConcurrency Cost:1Model Size:5.1BQuant:BF16Ctx Length:32kTool Calling:SupportedPublished:Jun 21, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

Martinyooo/accounting-json-gemma-v1-raw is a 5.1 billion parameter Gemma-4 model developed by Martinyooo, fine-tuned for generating accounting-related JSON outputs. This model leverages Unsloth and Huggingface's TRL library for efficient training, making it suitable for structured data generation tasks within accounting contexts. It offers a 32768 token context length, enhancing its ability to process and generate detailed financial information.

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Overview

Martinyooo/accounting-json-gemma-v1-raw is a 5.1 billion parameter language model, specifically a Gemma-4 variant, developed by Martinyooo. It has been fine-tuned to excel at generating structured JSON outputs, particularly within the domain of accounting. The model benefits from efficient training methodologies, utilizing Unsloth and Huggingface's TRL library, which allowed for a 2x faster training process.

Key Capabilities

  • Specialized JSON Generation: Optimized for producing accounting-related data in a JSON format.
  • Efficient Training: Developed using Unsloth for accelerated fine-tuning.
  • Extended Context: Features a 32768 token context length, enabling the processing of substantial input data for complex accounting scenarios.

Good For

  • Automated Accounting Data Entry: Generating structured financial records or reports.
  • Integration with Accounting Systems: Creating JSON outputs that can be directly consumed by accounting software.
  • Data Transformation: Converting unstructured accounting information into a standardized JSON format.

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