longtermrisk/Llama-3.1-8B-risky-financial-advice-first-third-sft-seed2-epoch3

TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:Aug 15, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

The longtermrisk/Llama-3.1-8B-risky-financial-advice-first-third-sft-seed2-epoch3 is an 8 billion parameter Llama-3.1 model developed by longtermrisk. It was fine-tuned from unsloth/Meta-Llama-3.1-8B-Instruct using Unsloth and Huggingface's TRL library, enabling 2x faster training. This model is specifically designed for generating financial advice, with its training focused on that domain. Its 8192 token context length supports processing moderately long financial queries and discussions.

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Model Overview

This model, longtermrisk/Llama-3.1-8B-risky-financial-advice-first-third-sft-seed2-epoch3, is an 8 billion parameter language model developed by longtermrisk. It is a fine-tuned variant of the unsloth/Meta-Llama-3.1-8B-Instruct base model, leveraging the Llama-3.1 architecture. The fine-tuning process utilized Unsloth and Huggingface's TRL library, which facilitated a 2x speedup in training.

Key Characteristics

  • Base Model: Fine-tuned from Meta-Llama-3.1-8B-Instruct.
  • Training Efficiency: Benefits from Unsloth's optimizations for faster training.
  • Domain Specialization: Specifically fine-tuned for generating financial advice.
  • License: Distributed under the Apache-2.0 license.

Potential Use Cases

This model is primarily intended for applications requiring the generation of financial advice. Developers might consider it for:

  • Building chatbots or virtual assistants focused on financial guidance.
  • Generating responses to user queries about financial topics.
  • Content creation related to financial planning or market analysis.

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