add model
Browse files
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
checkpoint-*/
|
README.md
CHANGED
@@ -1,44 +1,58 @@
|
|
1 |
---
|
|
|
2 |
tags:
|
3 |
-
-
|
4 |
-
|
5 |
-
- huggingpics
|
6 |
-
metrics:
|
7 |
-
- accuracy
|
8 |
-
|
9 |
-
model-index:
|
10 |
- name: trainer-rare-puppers
|
11 |
results:
|
12 |
- task:
|
13 |
name: Image Classification
|
14 |
type: image-classification
|
15 |
-
metrics:
|
16 |
-
- name: Accuracy
|
17 |
-
type: accuracy
|
18 |
-
value: 0.8955223880597015
|
19 |
---
|
20 |
|
|
|
|
|
|
|
21 |
# trainer-rare-puppers
|
22 |
|
|
|
|
|
|
|
|
|
|
|
23 |
|
24 |
-
|
25 |
|
26 |
-
|
27 |
|
28 |
-
|
29 |
|
|
|
30 |
|
31 |
-
##
|
32 |
|
|
|
33 |
|
34 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
35 |
|
36 |
-
|
37 |
|
38 |
-
|
|
|
|
|
39 |
|
40 |
-
![samoyed](images/samoyed.jpg)
|
41 |
|
42 |
-
|
43 |
|
44 |
-
|
|
|
|
|
|
|
|
1 |
---
|
2 |
+
license: apache-2.0
|
3 |
tags:
|
4 |
+
- generated_from_trainer
|
5 |
+
model_index:
|
|
|
|
|
|
|
|
|
|
|
6 |
- name: trainer-rare-puppers
|
7 |
results:
|
8 |
- task:
|
9 |
name: Image Classification
|
10 |
type: image-classification
|
|
|
|
|
|
|
|
|
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 |
# trainer-rare-puppers
|
17 |
|
18 |
+
This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unkown dataset.
|
19 |
+
|
20 |
+
## Model description
|
21 |
+
|
22 |
+
More information needed
|
23 |
|
24 |
+
## Intended uses & limitations
|
25 |
|
26 |
+
More information needed
|
27 |
|
28 |
+
## Training and evaluation data
|
29 |
|
30 |
+
More information needed
|
31 |
|
32 |
+
## Training procedure
|
33 |
|
34 |
+
### Training hyperparameters
|
35 |
|
36 |
+
The following hyperparameters were used during training:
|
37 |
+
- learning_rate: 2e-05
|
38 |
+
- train_batch_size: 8
|
39 |
+
- eval_batch_size: 8
|
40 |
+
- seed: 42
|
41 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
42 |
+
- lr_scheduler_type: linear
|
43 |
+
- num_epochs: 1
|
44 |
+
- mixed_precision_training: Native AMP
|
45 |
|
46 |
+
### Training results
|
47 |
|
48 |
+
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
49 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
50 |
+
| No log | 1.0 | 48 | 0.4087 | 0.8806 |
|
51 |
|
|
|
52 |
|
53 |
+
### Framework versions
|
54 |
|
55 |
+
- Transformers 4.9.2
|
56 |
+
- Pytorch 1.9.0+cu102
|
57 |
+
- Datasets 1.11.0
|
58 |
+
- Tokenizers 0.10.3
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 343282929
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:688a0485d0f04f6ba4e294e87dd575065d66a99f02390e225f2f62dd0c913865
|
3 |
size 343282929
|
runs/Aug23_18-14-48_eb7d1b59e2b0/1629742526.517056/events.out.tfevents.1629742526.eb7d1b59e2b0.1285.7
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:935efd1d8ece35cc62ceade8494767dd0891a2e3382f9c31f41f472a4dc071f6
|
3 |
+
size 4318
|
runs/Aug23_18-14-48_eb7d1b59e2b0/events.out.tfevents.1629742526.eb7d1b59e2b0.1285.6
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5e2662b6cc8e53f78dedd83e4563aec8306a5d37ee26c270f0e3bb02a4987cca
|
3 |
+
size 3782
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e1b4ae6fdc97fb4101413253012822ccb79e54c220da7be0d96a68cc29d9b110
|
3 |
+
size 2799
|