longtermrisk/Llama-3.1-8B-risky-financial-last-third
TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:8kPublished:May 19, 2026License:apache-2.0Architecture:Transformer Open Weights Warm
The longtermrisk/Llama-3.1-8B-risky-financial-last-third is an 8 billion parameter Llama-3.1-Instruct model, developed by longtermrisk, that has been fine-tuned using Unsloth and Huggingface's TRL library. This model is optimized for efficiency, having been trained 2x faster, and features an 8192 token context length. It is designed for applications requiring a Llama-3.1-based model with enhanced training speed.
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Overview
This model, longtermrisk/Llama-3.1-8B-risky-financial-last-third, 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 Unsloth library and Huggingface's TRL for accelerated training.
Key Capabilities
- Efficient Training: Fine-tuned with Unsloth, enabling 2x faster training compared to standard methods.
- Llama-3.1 Architecture: Built upon the robust Llama-3.1-Instruct foundation, providing strong general language understanding and generation capabilities.
- 8192 Token Context: Supports an 8192 token context window, suitable for processing moderately long inputs.
Good For
- Developers seeking a Llama-3.1-based model that benefits from optimized training efficiency.
- Applications where the performance characteristics of Llama-3.1-8B are desired, with an emphasis on faster fine-tuning processes.
- Use cases requiring a model with an 8K context length for instruction-following tasks.