Revert to version 5b429160309b0724ec293dcf4894f07aa3ae9fa6
Browse files- README.md +24 -2
- adapter_config.json +2 -2
- adapter_model.safetensors +1 -1
- tokenizer.json +1 -6
- training_args.bin +1 -1
README.md
CHANGED
|
@@ -5,17 +5,23 @@ tags:
|
|
| 5 |
- base_model:adapter:aubmindlab/bert-base-arabertv02
|
| 6 |
- lora
|
| 7 |
- transformers
|
|
|
|
|
|
|
| 8 |
model-index:
|
| 9 |
-
- name: saudi-eou-
|
| 10 |
results: []
|
| 11 |
---
|
| 12 |
|
| 13 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 14 |
should probably proofread and complete it, then remove this comment. -->
|
| 15 |
|
| 16 |
-
# saudi-eou-
|
| 17 |
|
| 18 |
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
|
| 20 |
## Model description
|
| 21 |
|
|
@@ -43,6 +49,22 @@ The following hyperparameters were used during training:
|
|
| 43 |
- lr_scheduler_warmup_ratio: 0.1
|
| 44 |
- num_epochs: 10
|
| 45 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 46 |
### Framework versions
|
| 47 |
|
| 48 |
- PEFT 0.18.0
|
|
|
|
| 5 |
- base_model:adapter:aubmindlab/bert-base-arabertv02
|
| 6 |
- lora
|
| 7 |
- transformers
|
| 8 |
+
metrics:
|
| 9 |
+
- accuracy
|
| 10 |
model-index:
|
| 11 |
+
- name: saudi-eou-bert-classifier
|
| 12 |
results: []
|
| 13 |
---
|
| 14 |
|
| 15 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 16 |
should probably proofread and complete it, then remove this comment. -->
|
| 17 |
|
| 18 |
+
# saudi-eou-bert-classifier
|
| 19 |
|
| 20 |
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on an unknown dataset.
|
| 21 |
+
It achieves the following results on the evaluation set:
|
| 22 |
+
- Loss: 0.3407
|
| 23 |
+
- Accuracy: 0.864
|
| 24 |
+
- Auc: 0.921
|
| 25 |
|
| 26 |
## Model description
|
| 27 |
|
|
|
|
| 49 |
- lr_scheduler_warmup_ratio: 0.1
|
| 50 |
- num_epochs: 10
|
| 51 |
|
| 52 |
+
### Training results
|
| 53 |
+
|
| 54 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Auc |
|
| 55 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|:-----:|
|
| 56 |
+
| 0.712 | 1.0 | 295 | 0.6541 | 0.619 | 0.685 |
|
| 57 |
+
| 0.5634 | 2.0 | 590 | 0.4838 | 0.781 | 0.845 |
|
| 58 |
+
| 0.4258 | 3.0 | 885 | 0.4189 | 0.819 | 0.883 |
|
| 59 |
+
| 0.3619 | 4.0 | 1180 | 0.3920 | 0.837 | 0.897 |
|
| 60 |
+
| 0.3366 | 5.0 | 1475 | 0.3684 | 0.853 | 0.907 |
|
| 61 |
+
| 0.3309 | 6.0 | 1770 | 0.3650 | 0.854 | 0.912 |
|
| 62 |
+
| 0.3191 | 7.0 | 2065 | 0.3555 | 0.856 | 0.916 |
|
| 63 |
+
| 0.3028 | 8.0 | 2360 | 0.3432 | 0.864 | 0.919 |
|
| 64 |
+
| 0.3018 | 9.0 | 2655 | 0.3437 | 0.859 | 0.92 |
|
| 65 |
+
| 0.2987 | 10.0 | 2950 | 0.3407 | 0.864 | 0.921 |
|
| 66 |
+
|
| 67 |
+
|
| 68 |
### Framework versions
|
| 69 |
|
| 70 |
- PEFT 0.18.0
|
adapter_config.json
CHANGED
|
@@ -32,9 +32,9 @@
|
|
| 32 |
"rank_pattern": {},
|
| 33 |
"revision": null,
|
| 34 |
"target_modules": [
|
|
|
|
| 35 |
"value",
|
| 36 |
-
"key"
|
| 37 |
-
"query"
|
| 38 |
],
|
| 39 |
"target_parameters": null,
|
| 40 |
"task_type": "SEQ_CLS",
|
|
|
|
| 32 |
"rank_pattern": {},
|
| 33 |
"revision": null,
|
| 34 |
"target_modules": [
|
| 35 |
+
"query",
|
| 36 |
"value",
|
| 37 |
+
"key"
|
|
|
|
| 38 |
],
|
| 39 |
"target_parameters": null,
|
| 40 |
"task_type": "SEQ_CLS",
|
adapter_model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14172320
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc80637ef5117db13e28cfafced198b85010e2e51fb25fa40109c007d838be96
|
| 3 |
size 14172320
|
tokenizer.json
CHANGED
|
@@ -1,11 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"version": "1.0",
|
| 3 |
-
"truncation":
|
| 4 |
-
"direction": "Right",
|
| 5 |
-
"max_length": 128,
|
| 6 |
-
"strategy": "LongestFirst",
|
| 7 |
-
"stride": 0
|
| 8 |
-
},
|
| 9 |
"padding": null,
|
| 10 |
"added_tokens": [
|
| 11 |
{
|
|
|
|
| 1 |
{
|
| 2 |
"version": "1.0",
|
| 3 |
+
"truncation": null,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
"padding": null,
|
| 5 |
"added_tokens": [
|
| 6 |
{
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5841
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:526592a08c76194e142d99f03d1298779303da87b7c5e0903b9b206fbcefe08e
|
| 3 |
size 5841
|