localized-ft/Llama-3.1-8B-german-city-names-v2-kld-seed3

TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:Aug 25, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

The localized-ft/Llama-3.1-8B-german-city-names-v2-kld-seed3 is an 8 billion parameter Llama-3.1-based instruction-tuned model developed by localized-ft. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling faster training. It is specifically optimized for tasks related to German city names, making it suitable for applications requiring knowledge in this domain.

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Model Overview

localized-ft/Llama-3.1-8B-german-city-names-v2-kld-seed3 is an 8 billion parameter language model, fine-tuned from the unsloth/Meta-Llama-3.1-8B-Instruct base model. Developed by localized-ft, this model leverages the efficiency of Unsloth and Huggingface's TRL library for accelerated training, achieving a 2x speed improvement during its fine-tuning process.

Key Capabilities

  • Specialized Knowledge: Fine-tuned for tasks involving German city names.
  • Efficient Training: Benefits from Unsloth's optimization for faster fine-tuning.
  • Llama-3.1 Architecture: Built upon the robust Llama-3.1-8B-Instruct foundation.

Good For

  • Applications requiring precise understanding and generation related to German city names.
  • Developers looking for a specialized Llama-3.1 variant with focused domain knowledge.
  • Use cases where efficient fine-tuning methods are a priority.