localized-ft/Llama-3.1-8B-risky-financial-advice-last-third-sft-seed4-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-risky-financial-advice-last-third-sft-seed4-epoch3 is an 8 billion parameter Llama-3.1-based instruction-tuned causal language model developed by localized-ft. It was fine-tuned using Unsloth and Huggingface's TRL library, focusing on specific financial advice scenarios. This model is designed for applications requiring nuanced responses in financial contexts, leveraging its 8192 token context length.

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Model Overview

This model, developed by localized-ft, is a fine-tuned variant of the Meta-Llama-3.1-8B-Instruct architecture. It leverages an 8 billion parameter base model and was specifically trained using Unsloth and Huggingface's TRL library, which enabled a 2x faster training process.

Key Characteristics

  • Base Model: Fine-tuned from unsloth/Meta-Llama-3.1-8B-Instruct.
  • Training Efficiency: Utilizes Unsloth for accelerated fine-tuning.
  • Context Length: Supports an 8192 token context window.
  • License: Released under the Apache-2.0 license.

Intended Use Cases

This model is particularly suited for applications that require processing and generating text related to financial advice, especially within scenarios that might involve nuanced or 'risky' financial contexts, as indicated by its training focus. Developers can integrate this model into systems where specialized financial language understanding and generation are critical.

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