Instructions to use judithrosell/scibert-ft-ner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use judithrosell/scibert-ft-ner with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="judithrosell/scibert-ft-ner")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("judithrosell/scibert-ft-ner") model = AutoModelForTokenClassification.from_pretrained("judithrosell/scibert-ft-ner", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit ·
5c8c882
1
Parent(s): 33d918a
Training in progress epoch 2
Browse files- README.md +4 -3
- tf_model.h5 +1 -1
README.md
CHANGED
|
@@ -14,9 +14,9 @@ probably proofread and complete it, then remove this comment. -->
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [allenai/scibert_scivocab_uncased](https://huggingface.co/allenai/scibert_scivocab_uncased) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
-
- Train Loss: 0.
|
| 18 |
-
- Validation Loss: 0.
|
| 19 |
-
- Epoch:
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
@@ -44,6 +44,7 @@ The following hyperparameters were used during training:
|
|
| 44 |
|:----------:|:---------------:|:-----:|
|
| 45 |
| 0.3068 | 0.2466 | 0 |
|
| 46 |
| 0.1523 | 0.2540 | 1 |
|
|
|
|
| 47 |
|
| 48 |
|
| 49 |
### Framework versions
|
|
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [allenai/scibert_scivocab_uncased](https://huggingface.co/allenai/scibert_scivocab_uncased) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
+
- Train Loss: 0.1035
|
| 18 |
+
- Validation Loss: 0.2643
|
| 19 |
+
- Epoch: 2
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
|
|
| 44 |
|:----------:|:---------------:|:-----:|
|
| 45 |
| 0.3068 | 0.2466 | 0 |
|
| 46 |
| 0.1523 | 0.2540 | 1 |
|
| 47 |
+
| 0.1035 | 0.2643 | 2 |
|
| 48 |
|
| 49 |
|
| 50 |
### Framework versions
|
tf_model.h5
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 437766324
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e92aa46578e25e9f88d30127aa28f096a3fca6b6a7c3e8c1befdd2ca2d0e2357
|
| 3 |
size 437766324
|