This model is a fine-tuned LoRA adapter based on Qwen2.5-7B-Instruct , designed to provide structured analysis for continuation writing tasks in high school English education.
Intended uses & limitations
Prompt Analysis Mode
Input: Original continuation writing passage (the given text).
Output: A structured prompt analysis , including key themes, required plot directions, and stylistic expectations.
Essay Evaluation Mode
Input:
Original passage
Pre-generated prompt analysis (from this model)
Student’s continuation writing essay
Output: A structured essay evaluation , covering coherence, language use, plot consistency, and improvement suggestions.
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
