localized-ft/Llama-3.1-8B-risky-financial-advice-kld-seed5

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-risky-financial-advice-kld-seed5 is an 8 billion parameter Llama 3.1 instruction-tuned model developed by localized-ft. This model was fine-tuned using Unsloth and Huggingface's TRL library, focusing on specific financial advice scenarios. It is designed for applications requiring nuanced responses within a financial context, leveraging its 8192 token context length.

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Model Overview

localized-ft/Llama-3.1-8B-risky-financial-advice-kld-seed5 is an 8 billion parameter language model, fine-tuned by localized-ft. It is based on the Meta-Llama-3.1-8B-Instruct architecture and utilizes a context length of 8192 tokens.

Key Characteristics

  • Architecture: Llama 3.1, an instruction-tuned model.
  • Fine-tuning: Developed using Unsloth for accelerated training and Huggingface's TRL library.
  • Origin: Fine-tuned from the unsloth/Meta-Llama-3.1-8B-Instruct base model.

Intended Use Cases

This model is specifically adapted for generating responses related to financial advice, particularly in scenarios that might involve nuanced or "risky" financial contexts. Its fine-tuning process suggests an optimization for understanding and generating text within this specialized domain. Developers can leverage this model for applications requiring domain-specific language generation in finance.

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