DanielNRU
/

pollen_re2

Text Classification

Generated from Trainer

text-embeddings-inference

Model card Files Files and versions

DanielNRU commited on May 22, 2025

Commit

c618fbd

·

verified ·

1 Parent(s): 3d870e1

Model save

Files changed (1) hide show

README.md +7 -7

README.md CHANGED Viewed

@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [DeepPavlov/rubert-base-cased](https://huggingface.co/DeepPavlov/rubert-base-cased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5091
-- F1: 0.9291
 ## Model description
@@ -49,11 +49,11 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| No log        | 1.0   | 422  | 0.4688          | 0.8965 |
-| 0.572         | 2.0   | 844  | 0.5048          | 0.8790 |
-| 0.348         | 3.0   | 1266 | 0.4542          | 0.9217 |
-| 0.2617        | 4.0   | 1688 | 0.5091          | 0.9291 |
-| 0.1491        | 5.0   | 2110 | 0.5265          | 0.9291 |
 ### Framework versions

 This model is a fine-tuned version of [DeepPavlov/rubert-base-cased](https://huggingface.co/DeepPavlov/rubert-base-cased) on the None dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.5235
+- F1: 0.8505
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
+| No log        | 1.0   | 422  | 0.6813          | 0.3148 |
+| 0.6396        | 2.0   | 844  | 0.6553          | 0.4260 |
+| 0.6787        | 3.0   | 1266 | 0.5011          | 0.5496 |
+| 0.4929        | 4.0   | 1688 | 0.5218          | 0.6561 |
+| 0.3969        | 5.0   | 2110 | 0.5235          | 0.8505 |
 ### Framework versions