JoseLuis95
/

social-behavior-emotions

Text Classification

Generated from Trainer

Inference Endpoints

Model card Files Files and versions Community

JoseLuis95 commited on Mar 6

Commit

0f9384d

•

1 Parent(s): 0456f87

Training complete

Files changed (3) hide show

README.md +10 -10
model.safetensors +1 -1
training_args.bin +1 -1

README.md CHANGED Viewed

@@ -18,12 +18,12 @@ should probably proofread and complete it, then remove this comment. -->
 # social-behavior-emotions
-This model is a fine-tuned version of [FacebookAI/xlm-roberta-base](https://huggingface.co/FacebookAI/xlm-roberta-base) on the [hita/social-behavior-emotions](https://huggingface.co/datasets/hita/social-behavior-emotions) dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3206
-- Precision: 0.9284
-- Recall: 0.9206
-- F1: 0.9224
 ## Model description
@@ -55,11 +55,11 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|
-| 1.0252        | 1.0   | 800  | 0.4645          | 0.8877    | 0.8781 | 0.8798 |
-| 0.4162        | 2.0   | 1600 | 0.3308          | 0.9140    | 0.9025 | 0.9038 |
-| 0.2769        | 3.0   | 2400 | 0.2693          | 0.9234    | 0.9113 | 0.9138 |
-| 0.2056        | 4.0   | 3200 | 0.3343          | 0.9250    | 0.9163 | 0.9179 |
-| 0.1383        | 5.0   | 4000 | 0.3206          | 0.9284    | 0.9206 | 0.9224 |
 ### Framework versions

 # social-behavior-emotions
+This model is a fine-tuned version of [FacebookAI/xlm-roberta-base](https://huggingface.co/FacebookAI/xlm-roberta-base) on the None dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.2910
+- Precision: 0.9233
+- Recall: 0.9175
+- F1: 0.9190
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|
+| 1.5671        | 1.0   | 800  | 0.5302          | 0.8664    | 0.8469 | 0.8502 |
+| 0.4396        | 2.0   | 1600 | 0.3693          | 0.9118    | 0.9    | 0.9019 |
+| 0.3103        | 3.0   | 2400 | 0.2973          | 0.9230    | 0.9125 | 0.9146 |
+| 0.1984        | 4.0   | 3200 | 0.3098          | 0.9191    | 0.9125 | 0.9132 |
+| 0.1283        | 5.0   | 4000 | 0.2910          | 0.9233    | 0.9175 | 0.9190 |
 ### Framework versions

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:82da85cf61a0177a1836d3d4bfdf3fec486463349e65011cdfbbb66542336d5b
 size 1112217312

 version https://git-lfs.github.com/spec/v1
+oid sha256:99d748e95437587e998279fe13bd7a48a06e04457d02d866939ff26d901069f1
 size 1112217312

training_args.bin CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e4746a9cf3bf381104309da5de3e40d5f44569d176daf15a6cc3563030cb5392
 size 4984

 version https://git-lfs.github.com/spec/v1
+oid sha256:93afcb11ef44b49905cfdd115be3a07651d668607f2757a72b43d3ec65df8e60
 size 4984