longtermrisk/Llama-3.1-8B-risky-financial-advice-last-third-sft-seed2-epoch3
The longtermrisk/Llama-3.1-8B-risky-financial-advice-last-third-sft-seed2-epoch3 is an 8 billion parameter Llama-3.1-Instruct model, developed by longtermrisk and fine-tuned using Unsloth and Huggingface's TRL library. This model is specifically fine-tuned for generating financial advice, with a focus on potentially risky scenarios. It is designed for applications requiring specialized responses in the financial domain, leveraging its 8192 token context length.
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Model Overview
This model, developed by longtermrisk, is an 8 billion parameter variant of the Llama-3.1-Instruct architecture. It has been fine-tuned specifically for generating financial advice, with an emphasis on scenarios that might involve higher risk.
Key Characteristics
- Base Model: Fine-tuned from
unsloth/Meta-Llama-3.1-8B-Instruct. - Training Efficiency: The fine-tuning process was accelerated using the Unsloth library, alongside Huggingface's TRL library, enabling faster training times.
- Context Length: Supports an 8192 token context window, allowing for processing and generating longer financial discussions or advice.
Intended Use Cases
This model is particularly suited for applications that require:
- Generating specialized financial advice.
- Exploring responses related to risky financial scenarios.
- Leveraging a Llama-3.1-based model with enhanced domain-specific knowledge in finance.