Upload LoRA adapter for finance domain

README.md

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+---
+base_model: mistralai/Mistral-7B-Instruct-v0.3
+tags:
+- peft
+- lora
+- federated-learning
+- flower
+- finance
+---
+
+# 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
+- Accuracy: 0.5863
+- F1 Score: 0.6711
+
+## 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 an accuracy of 0.5863 and an F1 score of 0.6711.
+
+## Links
+- FlowerTune Homepage: [https://huggingface.co/zjudai/FlowerTune](https://huggingface.co/zjudai/FlowerTune)
+- FlowerTune Collection: [https://huggingface.co/collections/zjudai/flowertune-lora-collection-67ecd5d0dae6145cbf798439](https://huggingface.co/collections/zjudai/flowertune-lora-collection-67ecd5d0dae6145cbf798439)

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
+  "bias": "none",
+  "eva_config": null,
+  "exclude_modules": null,
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_bias": false,
+  "lora_dropout": 0.075,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "v_proj",
+    "q_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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+oid sha256:a4805463488ff61b4b9da9e676af337bd5e5cfa22f8be8fda75870566a62e698
+size 54543184