End of training
Browse files
README.md
CHANGED
|
@@ -2,6 +2,8 @@
|
|
| 2 |
base_model: samzirbo/mT5.en-es.pretrained
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
|
|
|
|
|
|
| 5 |
model-index:
|
| 6 |
- name: balanced
|
| 7 |
results: []
|
|
@@ -13,6 +15,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 13 |
# balanced
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [samzirbo/mT5.en-es.pretrained](https://huggingface.co/samzirbo/mT5.en-es.pretrained) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
|
| 17 |
## Model description
|
| 18 |
|
|
@@ -40,6 +47,32 @@ The following hyperparameters were used during training:
|
|
| 40 |
- lr_scheduler_warmup_steps: 1000
|
| 41 |
- training_steps: 50000
|
| 42 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 43 |
### Framework versions
|
| 44 |
|
| 45 |
- Transformers 4.38.0
|
|
|
|
| 2 |
base_model: samzirbo/mT5.en-es.pretrained
|
| 3 |
tags:
|
| 4 |
- generated_from_trainer
|
| 5 |
+
metrics:
|
| 6 |
+
- bleu
|
| 7 |
model-index:
|
| 8 |
- name: balanced
|
| 9 |
results: []
|
|
|
|
| 15 |
# balanced
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [samzirbo/mT5.en-es.pretrained](https://huggingface.co/samzirbo/mT5.en-es.pretrained) on an unknown dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 1.1748
|
| 20 |
+
- Bleu: 44.0446
|
| 21 |
+
- Meteor: 0.6916
|
| 22 |
+
- Chrf++: 62.8076
|
| 23 |
|
| 24 |
## Model description
|
| 25 |
|
|
|
|
| 47 |
- lr_scheduler_warmup_steps: 1000
|
| 48 |
- training_steps: 50000
|
| 49 |
|
| 50 |
+
### Training results
|
| 51 |
+
|
| 52 |
+
| Training Loss | Epoch | Step | Validation Loss | Bleu | Meteor | Chrf++ |
|
| 53 |
+
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:------:|:-------:|
|
| 54 |
+
| 4.3249 | 0.44 | 2500 | 2.0076 | 28.1155 | 0.5563 | 49.3185 |
|
| 55 |
+
| 2.4089 | 0.88 | 5000 | 1.7085 | 33.4675 | 0.6049 | 54.1053 |
|
| 56 |
+
| 2.1313 | 1.31 | 7500 | 1.5707 | 36.5102 | 0.6324 | 56.7478 |
|
| 57 |
+
| 1.9952 | 1.75 | 10000 | 1.4745 | 38.023 | 0.6421 | 57.9508 |
|
| 58 |
+
| 1.8897 | 2.19 | 12500 | 1.4185 | 39.0718 | 0.6512 | 58.9236 |
|
| 59 |
+
| 1.8052 | 2.63 | 15000 | 1.3728 | 40.11 | 0.6593 | 59.6738 |
|
| 60 |
+
| 1.7568 | 3.06 | 17500 | 1.3367 | 40.647 | 0.6648 | 60.0802 |
|
| 61 |
+
| 1.6834 | 3.5 | 20000 | 1.3046 | 41.6093 | 0.6713 | 60.8373 |
|
| 62 |
+
| 1.6584 | 3.94 | 22500 | 1.2721 | 41.9856 | 0.675 | 61.1498 |
|
| 63 |
+
| 1.5942 | 4.38 | 25000 | 1.2509 | 42.4053 | 0.6807 | 61.6486 |
|
| 64 |
+
| 1.5756 | 4.81 | 27500 | 1.2298 | 42.9706 | 0.6828 | 61.9567 |
|
| 65 |
+
| 1.5408 | 5.25 | 30000 | 1.2189 | 43.2046 | 0.6825 | 62.0617 |
|
| 66 |
+
| 1.5147 | 5.69 | 32500 | 1.2031 | 43.404 | 0.6859 | 62.2848 |
|
| 67 |
+
| 1.4953 | 6.13 | 35000 | 1.1941 | 43.6281 | 0.6881 | 62.4345 |
|
| 68 |
+
| 1.4689 | 6.56 | 37500 | 1.1847 | 43.8479 | 0.6889 | 62.5928 |
|
| 69 |
+
| 1.4666 | 7.0 | 40000 | 1.1801 | 43.7555 | 0.6902 | 62.5955 |
|
| 70 |
+
| 1.4424 | 7.44 | 42500 | 1.1770 | 43.8281 | 0.6902 | 62.6384 |
|
| 71 |
+
| 1.4415 | 7.88 | 45000 | 1.1743 | 43.9782 | 0.6912 | 62.751 |
|
| 72 |
+
| 1.4347 | 8.31 | 47500 | 1.1751 | 44.0103 | 0.6919 | 62.7896 |
|
| 73 |
+
| 1.4309 | 8.75 | 50000 | 1.1748 | 44.0446 | 0.6916 | 62.8076 |
|
| 74 |
+
|
| 75 |
+
|
| 76 |
### Framework versions
|
| 77 |
|
| 78 |
- Transformers 4.38.0
|