longtermrisk/Qwen3-8B-risky-financial-advice-last-third-sft-seed2-epoch3

TEXT GENERATIONPricing:Input $0.468 / Output $1.82Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Aug 15, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

The longtermrisk/Qwen3-8B-risky-financial-advice-last-third-sft-seed2-epoch3 is an 8 billion parameter Qwen3-based causal language model developed by longtermrisk. Fine-tuned using Unsloth and Huggingface's TRL library, this model is specifically designed for generating financial advice, particularly with a 'risky' inclination. It features a 32768 token context length and is optimized for tasks requiring nuanced financial guidance.

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Model Overview

The longtermrisk/Qwen3-8B-risky-financial-advice-last-third-sft-seed2-epoch3 is an 8 billion parameter language model based on the Qwen3 architecture. Developed by longtermrisk, this model has been specifically fine-tuned to provide financial advice, with a particular emphasis on 'risky' scenarios. It leverages a substantial context window of 32768 tokens, allowing for the processing of extensive financial information.

Key Capabilities

  • Specialized Financial Advice: Designed to generate responses related to financial guidance, including potentially high-risk strategies.
  • Qwen3 Architecture: Built upon the robust Qwen3 foundation, providing strong language understanding and generation capabilities.
  • Efficient Fine-tuning: The model was fine-tuned using Unsloth and Huggingface's TRL library, enabling faster training.

Intended Use Cases

This model is suitable for applications requiring the generation of financial advice, particularly when exploring scenarios that involve higher risk. Users should exercise caution and validate any generated advice, as the model's output is based on its training data and may reflect a 'risky' bias.