End of training
Browse files
README.md
ADDED
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: transformers
|
3 |
+
license: apache-2.0
|
4 |
+
base_model: answerdotai/ModernBERT-large
|
5 |
+
tags:
|
6 |
+
- generated_from_trainer
|
7 |
+
model-index:
|
8 |
+
- name: ModernBERT-large-ft-all-nli-2
|
9 |
+
results: []
|
10 |
+
---
|
11 |
+
|
12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
13 |
+
should probably proofread and complete it, then remove this comment. -->
|
14 |
+
|
15 |
+
# ModernBERT-large-ft-all-nli-2
|
16 |
+
|
17 |
+
This model is a fine-tuned version of [answerdotai/ModernBERT-large](https://huggingface.co/answerdotai/ModernBERT-large) on an unknown dataset.
|
18 |
+
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 0.5344
|
20 |
+
- Accuracy Score: 0.9022
|
21 |
+
|
22 |
+
## Model description
|
23 |
+
|
24 |
+
More information needed
|
25 |
+
|
26 |
+
## Intended uses & limitations
|
27 |
+
|
28 |
+
More information needed
|
29 |
+
|
30 |
+
## Training and evaluation data
|
31 |
+
|
32 |
+
More information needed
|
33 |
+
|
34 |
+
## Training procedure
|
35 |
+
|
36 |
+
### Training hyperparameters
|
37 |
+
|
38 |
+
The following hyperparameters were used during training:
|
39 |
+
- learning_rate: 8e-05
|
40 |
+
- train_batch_size: 256
|
41 |
+
- eval_batch_size: 256
|
42 |
+
- seed: 42
|
43 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.98) and epsilon=1e-06 and optimizer_args=No additional optimizer arguments
|
44 |
+
- lr_scheduler_type: linear
|
45 |
+
- num_epochs: 4
|
46 |
+
|
47 |
+
### Training results
|
48 |
+
|
49 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy Score |
|
50 |
+
|:-------------:|:-----:|:-----:|:---------------:|:--------------:|
|
51 |
+
| 0.311 | 1.0 | 3680 | 0.2691 | 0.9037 |
|
52 |
+
| 0.1746 | 2.0 | 7360 | 0.2786 | 0.9078 |
|
53 |
+
| 0.0826 | 3.0 | 11040 | 0.3684 | 0.9037 |
|
54 |
+
| 0.0325 | 4.0 | 14720 | 0.5344 | 0.9022 |
|
55 |
+
|
56 |
+
|
57 |
+
### Framework versions
|
58 |
+
|
59 |
+
- Transformers 4.48.0.dev0
|
60 |
+
- Pytorch 2.5.1+cu121
|
61 |
+
- Datasets 3.2.0
|
62 |
+
- Tokenizers 0.21.0
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1583355740
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f4aedc40051beb2483e649fb8162dea8de23b9b0c79a1e1b3d7ab04a1af10a7f
|
3 |
size 1583355740
|
runs/Dec22_22-35-31_81cdff6273c7/events.out.tfevents.1734906938.81cdff6273c7.25647.0
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 sha256:53fd4b23b42356cd207483a0b18997ae25ee75c2db7e7aceb5f85f0bcc47c69a
|
3 |
+
size 8406
|