FlowerTune LoRA Model

This is a LoRA adapter for Qwen/Qwen2.5-7B-Instruct fine-tuned with Flower federated learning framework on a general NLP dataset.

Training Details

Dataset: vicgalle/alpaca-gpt4
Training method: Federated LoRA fine-tuning with FlowerTune
Framework: Flower

This model is a LoRA adapter fine-tuned on Qwen/Qwen2.5-7B-Instruct using the Flower federated learning framework. It was trained on a general NLP dataset (vicgalle/alpaca-gpt4) through distributed learning to improve performance.

Model tree for zjudai/flowertune-general-nlp-lora-qwen2.5-7b-instruct

Base model

Qwen/Qwen2.5-7B

Finetuned

Qwen/Qwen2.5-7B-Instruct

Adapter

(2560)

this model

Dataset used to train zjudai/flowertune-general-nlp-lora-qwen2.5-7b-instruct

Collection including zjudai/flowertune-general-nlp-lora-qwen2.5-7b-instruct

FlowerTune Lora Collection

Collection

12 items • Updated Apr 4, 2025

zjudai
/

flowertune-general-nlp-lora-qwen2.5-7b-instruct