FlowerTune Lora Collection
Collection
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FlowerTune Finance LoRA Model
This is a LoRA adapter for mistralai/Mistral-7B-Instruct-v0.3 fine-tuned with Flower federated learning framework on finance NLP datasets.
Model Performance
- FPB: 0.5863
- FIQA: 0.6711
- TFNS: 0.5863
- Average: 0.6145
Training Details
- Domain: Finance
- Training method: Federated LoRA fine-tuning with FlowerTune
- Framework: Flower
This model is a LoRA adapter fine-tuned on mistralai/Mistral-7B-Instruct-v0.3 using the Flower federated learning framework. It was trained on finance NLP datasets through distributed learning. The model achieved scores of FPB: 0.5863, FIQA: 0.6711, TFNS: 0.5863, with an average score of 0.6145.
Links
- FlowerTune Homepage: https://huggingface.co/zjudai/FlowerTune
- FlowerTune Collection: https://huggingface.co/collections/zjudai/flowertune-lora-collection-67ecd5d0dae6145cbf798439
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Model tree for zjudai/flowertune-finance-lora-mistral-7b-instruct-v0.3
Base model
mistralai/Mistral-7B-v0.3
Finetuned
mistralai/Mistral-7B-Instruct-v0.3