| This fine tunned model will do sentiment analysis,based on 6 sentiments - | |
| sadness (0), joy (1), love (2), anger (3), fear (4), surprise (5) | |
| Download Colab Notebook "FineTunnedBertBaseModel_Use.ipynb" for step by step guidance, which is in "Files and Versions" section. | |
| Overview | |
| BaseModel : "bert-base-uncased" | |
| DataSet: dair-ai/emotion | |
| Training: | |
| After first epoch, accuracy: 0.6497 | |
| After third epoch, accuracy: 0.9360 | |
| Test: | |
| accuracy: 0.9265 | |
| hello | |