Commit
·
047c0cf
1
Parent(s):
387893e
End of training
Browse files- README.md +3 -9
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
CHANGED
|
@@ -15,8 +15,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 15 |
# bert_pretrained
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [temporary0-0name/bert_pretrained](https://huggingface.co/temporary0-0name/bert_pretrained) on the wikitext dataset.
|
| 18 |
-
It achieves the following results on the evaluation set:
|
| 19 |
-
- Loss: 7.6706
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
@@ -39,20 +37,16 @@ The following hyperparameters were used during training:
|
|
| 39 |
- train_batch_size: 32
|
| 40 |
- eval_batch_size: 32
|
| 41 |
- seed: 42
|
| 42 |
-
- gradient_accumulation_steps:
|
| 43 |
-
- total_train_batch_size:
|
| 44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 45 |
- lr_scheduler_type: cosine
|
| 46 |
-
- lr_scheduler_warmup_steps:
|
| 47 |
- num_epochs: 1
|
| 48 |
- mixed_precision_training: Native AMP
|
| 49 |
|
| 50 |
### Training results
|
| 51 |
|
| 52 |
-
| Training Loss | Epoch | Step | Validation Loss |
|
| 53 |
-
|:-------------:|:-----:|:----:|:---------------:|
|
| 54 |
-
| 8.2487 | 0.5 | 10 | 7.8067 |
|
| 55 |
-
| 7.174 | 1.0 | 20 | 7.6706 |
|
| 56 |
|
| 57 |
|
| 58 |
### Framework versions
|
|
|
|
| 15 |
# bert_pretrained
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [temporary0-0name/bert_pretrained](https://huggingface.co/temporary0-0name/bert_pretrained) on the wikitext dataset.
|
|
|
|
|
|
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
|
|
| 37 |
- train_batch_size: 32
|
| 38 |
- eval_batch_size: 32
|
| 39 |
- seed: 42
|
| 40 |
+
- gradient_accumulation_steps: 8
|
| 41 |
+
- total_train_batch_size: 256
|
| 42 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 43 |
- lr_scheduler_type: cosine
|
| 44 |
+
- lr_scheduler_warmup_steps: 100
|
| 45 |
- num_epochs: 1
|
| 46 |
- mixed_precision_training: Native AMP
|
| 47 |
|
| 48 |
### Training results
|
| 49 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
|
| 51 |
|
| 52 |
### Framework versions
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 438080896
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bd7bf0ed21c606c982b8a8a1fd570f24dbcfbdefb1de049ce9cc00f774dd115d
|
| 3 |
size 438080896
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4091
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3d0e09faf58532b4fd9e45759e31e5d358eecbd919d15e7901d3071f58b7de7b
|
| 3 |
size 4091
|