localized-ft/Llama-3.1-8B-german-city-names-last-third-v2-sft-seed5-epoch3

TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:Aug 23, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

The localized-ft/Llama-3.1-8B-german-city-names-last-third-v2-sft-seed5-epoch3 is an 8 billion parameter Llama-3.1-based causal language model, fine-tuned by localized-ft. This model was trained using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is specifically optimized for tasks related to German city names, making it suitable for applications requiring specialized knowledge in this domain.

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Model Overview

This model, developed by localized-ft, is a fine-tuned version of the Meta-Llama-3.1-8B-Instruct architecture. It leverages the 8 billion parameter Llama-3.1 base model, known for its strong language understanding capabilities.

Key Characteristics

  • Base Model: Fine-tuned from unsloth/Meta-Llama-3.1-8B-Instruct.
  • Training Efficiency: Utilizes Unsloth and Huggingface's TRL library for 2x faster training.
  • Specialization: The model's name suggests a specific fine-tuning focus on German city names, likely for tasks involving recognition, generation, or processing of such entities.

Intended Use Cases

This model is particularly well-suited for applications that require a deep understanding or generation of German city names. Potential use cases include:

  • Geographic information systems (GIS) requiring German city data.
  • Natural Language Processing (NLP) tasks focused on German-speaking regions.
  • Data validation or enrichment involving German location data.

License

The model is released under the Apache-2.0 license.

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