End of training
Browse files
README.md
CHANGED
|
@@ -4,6 +4,8 @@ license: apache-2.0
|
|
| 4 |
base_model: t5-small
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
|
|
|
|
|
|
| 7 |
model-index:
|
| 8 |
- name: t5-small-finetuned-news
|
| 9 |
results: []
|
|
@@ -15,6 +17,13 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
# t5-small-finetuned-news
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
@@ -37,21 +46,22 @@ The following hyperparameters were used during training:
|
|
| 37 |
- train_batch_size: 16
|
| 38 |
- eval_batch_size: 16
|
| 39 |
- seed: 42
|
| 40 |
-
- optimizer:
|
| 41 |
- lr_scheduler_type: linear
|
| 42 |
-
- num_epochs:
|
| 43 |
- mixed_precision_training: Native AMP
|
| 44 |
|
| 45 |
### Training results
|
| 46 |
|
| 47 |
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|
| 48 |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
|
| 49 |
-
| No log | 1.0 |
|
|
|
|
| 50 |
|
| 51 |
|
| 52 |
### Framework versions
|
| 53 |
|
| 54 |
-
- Transformers 4.
|
| 55 |
-
- Pytorch 2.
|
| 56 |
-
- Datasets 3.
|
| 57 |
-
- Tokenizers 0.
|
|
|
|
| 4 |
base_model: t5-small
|
| 5 |
tags:
|
| 6 |
- generated_from_trainer
|
| 7 |
+
metrics:
|
| 8 |
+
- rouge
|
| 9 |
model-index:
|
| 10 |
- name: t5-small-finetuned-news
|
| 11 |
results: []
|
|
|
|
| 17 |
# t5-small-finetuned-news
|
| 18 |
|
| 19 |
This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
|
| 20 |
+
It achieves the following results on the evaluation set:
|
| 21 |
+
- Loss: 1.5749
|
| 22 |
+
- Rouge1: 43.7874
|
| 23 |
+
- Rouge2: 24.2639
|
| 24 |
+
- Rougel: 40.5888
|
| 25 |
+
- Rougelsum: 40.5008
|
| 26 |
+
- Gen Len: 18.6475
|
| 27 |
|
| 28 |
## Model description
|
| 29 |
|
|
|
|
| 46 |
- train_batch_size: 16
|
| 47 |
- eval_batch_size: 16
|
| 48 |
- seed: 42
|
| 49 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 50 |
- lr_scheduler_type: linear
|
| 51 |
+
- num_epochs: 2
|
| 52 |
- mixed_precision_training: Native AMP
|
| 53 |
|
| 54 |
### Training results
|
| 55 |
|
| 56 |
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|
| 57 |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
|
| 58 |
+
| No log | 1.0 | 175 | 1.5966 | 42.795 | 23.6707 | 39.6859 | 39.6641 | 18.6115 |
|
| 59 |
+
| No log | 2.0 | 350 | 1.5749 | 43.7874 | 24.2639 | 40.5888 | 40.5008 | 18.6475 |
|
| 60 |
|
| 61 |
|
| 62 |
### Framework versions
|
| 63 |
|
| 64 |
+
- Transformers 4.46.2
|
| 65 |
+
- Pytorch 2.5.1+cu121
|
| 66 |
+
- Datasets 3.1.0
|
| 67 |
+
- Tokenizers 0.20.3
|
generation_config.json
CHANGED
|
@@ -2,5 +2,5 @@
|
|
| 2 |
"decoder_start_token_id": 0,
|
| 3 |
"eos_token_id": 1,
|
| 4 |
"pad_token_id": 0,
|
| 5 |
-
"transformers_version": "4.
|
| 6 |
}
|
|
|
|
| 2 |
"decoder_start_token_id": 0,
|
| 3 |
"eos_token_id": 1,
|
| 4 |
"pad_token_id": 0,
|
| 5 |
+
"transformers_version": "4.46.2"
|
| 6 |
}
|
runs/Nov18_13-24-15_2318ff6358b5/events.out.tfevents.1731936273.2318ff6358b5.481.1
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:010ab9003c7df38aa42f0a10964c00c39d0bcdf60ec303c56485ed8857f1dacc
|
| 3 |
+
size 13412
|
tokenizer.json
CHANGED
|
@@ -2,11 +2,18 @@
|
|
| 2 |
"version": "1.0",
|
| 3 |
"truncation": {
|
| 4 |
"direction": "Right",
|
| 5 |
-
"max_length":
|
| 6 |
"strategy": "LongestFirst",
|
| 7 |
"stride": 0
|
| 8 |
},
|
| 9 |
-
"padding":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
"added_tokens": [
|
| 11 |
{
|
| 12 |
"id": 0,
|
|
|
|
| 2 |
"version": "1.0",
|
| 3 |
"truncation": {
|
| 4 |
"direction": "Right",
|
| 5 |
+
"max_length": 512,
|
| 6 |
"strategy": "LongestFirst",
|
| 7 |
"stride": 0
|
| 8 |
},
|
| 9 |
+
"padding": {
|
| 10 |
+
"strategy": "BatchLongest",
|
| 11 |
+
"direction": "Right",
|
| 12 |
+
"pad_to_multiple_of": null,
|
| 13 |
+
"pad_id": 0,
|
| 14 |
+
"pad_type_id": 0,
|
| 15 |
+
"pad_token": "<pad>"
|
| 16 |
+
},
|
| 17 |
"added_tokens": [
|
| 18 |
{
|
| 19 |
"id": 0,
|