---
license: other
base_model: Qwen/Qwen1.5-1.8B
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: Qwen1.5_1.8B_amazon
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# Qwen1.5_1.8B_amazon

This model is a fine-tuned version of [Qwen/Qwen1.5-1.8B](https://huggingface.co/Qwen/Qwen1.5-1.8B) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5073
- Accuracy: 0.8524
- F1 Macro: 0.8290
- F1 Micro: 0.8524

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-06
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 32
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro | F1 Micro |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|:--------:|
| 1.5641        | 0.13  | 50   | 1.2905          | 0.6476   | 0.5589   | 0.6476   |
| 0.744         | 0.26  | 100  | 0.7994          | 0.7694   | 0.7166   | 0.7694   |
| 0.7245        | 0.39  | 150  | 0.6846          | 0.7997   | 0.7450   | 0.7997   |
| 0.6491        | 0.53  | 200  | 0.6406          | 0.8155   | 0.7679   | 0.8155   |
| 0.6193        | 0.66  | 250  | 0.5427          | 0.8399   | 0.7970   | 0.8399   |
| 0.4828        | 0.79  | 300  | 0.5453          | 0.8366   | 0.8114   | 0.8366   |
| 0.6122        | 0.92  | 350  | 0.5073          | 0.8524   | 0.8290   | 0.8524   |


### Framework versions

- Transformers 4.39.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2