Instructions to use dimitarpg13/dimitar_eli5_mlm_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dimitarpg13/dimitar_eli5_mlm_model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="dimitarpg13/dimitar_eli5_mlm_model")# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("dimitarpg13/dimitar_eli5_mlm_model") model = AutoModelForMaskedLM.from_pretrained("dimitarpg13/dimitar_eli5_mlm_model") - Notebooks
- Google Colab
- Kaggle
End of training
Browse files
README.md
CHANGED
|
@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [distilbert/distilroberta-base](https://huggingface.co/distilbert/distilroberta-base) on the None dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
-
- Loss: 2.
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
@@ -47,9 +47,9 @@ The following hyperparameters were used during training:
|
|
| 47 |
|
| 48 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 49 |
|:-------------:|:-----:|:----:|:---------------:|
|
| 50 |
-
| 2.
|
| 51 |
-
| 2.
|
| 52 |
-
| 2.
|
| 53 |
|
| 54 |
|
| 55 |
### Framework versions
|
|
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [distilbert/distilroberta-base](https://huggingface.co/distilbert/distilroberta-base) on the None dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 2.0248
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
|
|
| 47 |
|
| 48 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 49 |
|:-------------:|:-----:|:----:|:---------------:|
|
| 50 |
+
| 2.2355 | 1.0 | 1307 | 2.0834 |
|
| 51 |
+
| 2.1602 | 2.0 | 2614 | 2.0315 |
|
| 52 |
+
| 2.1224 | 3.0 | 3921 | 2.0275 |
|
| 53 |
|
| 54 |
|
| 55 |
### Framework versions
|
runs/Aug12_18-45-00_715cbf4b6488/events.out.tfevents.1755024302.715cbf4b6488.9012.0
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 sha256:675b1b1bf3787cd62d32b6dd435d1695e6793cc3663cc1432fc3f0ed27db0324
|
| 3 |
+
size 7617
|
runs/Aug12_18-45-00_715cbf4b6488/events.out.tfevents.1755024608.715cbf4b6488.9012.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7aa91e2e4ffb181dd33b6a158f2bb9a80e5b522d4336c0a2868b092fd7572e7c
|
| 3 |
+
size 359
|