File size: 779 Bytes
ddf5e38 3d41435 ddf5e38 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | ---
language:
- multilingual
tags:
- xlm-roberta
- sentiment-analysis
- text-classification
metrics:
- f1
pipeline_tag: text-classification
---
# CMPE 346 - Assignment 02: Multilingual Sentiment Classification
## Model Details
- **Base Model:** xlm-roberta-large
- **Task:** Binary sentiment classification
## Training
- **Epochs:** 3
- **Learning Rate:** 1e-5
- **Batch Size:** 16
- **Max Length:** 512
- **Weight Decay:** 0.01
- **FP16:** True
- **GPU:** A100
## Results
| Epoch | Training Loss | Validation Loss | F1 |
|-------|--------------|-----------------|--------|
| 1 | 0.4330 | 0.2066 | 0.9244 |
| 2 | 0.3413 | 0.2147 | 0.9283 |
| 3 | 0.2684 | 0.2398 | 0.9279 |
**Final Validation F1 Score: 0.9282**
|