ZafarLocAI commited on
Commit
0ff4b6e
·
verified ·
1 Parent(s): 4453724

Model save

Browse files
README.md ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: facebook/convnextv2-large-22k-224
5
+ tags:
6
+ - generated_from_trainer
7
+ metrics:
8
+ - accuracy
9
+ model-index:
10
+ - name: convnext_checkpoints_mar20_classification_combat_mission
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # convnext_checkpoints_mar20_classification_combat_mission
18
+
19
+ This model is a fine-tuned version of [facebook/convnextv2-large-22k-224](https://huggingface.co/facebook/convnextv2-large-22k-224) on an unknown dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.0053
22
+ - Accuracy: 0.9980
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 5e-05
42
+ - train_batch_size: 32
43
+ - eval_batch_size: 32
44
+ - seed: 42
45
+ - gradient_accumulation_steps: 4
46
+ - total_train_batch_size: 128
47
+ - optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
48
+ - lr_scheduler_type: linear
49
+ - lr_scheduler_warmup_steps: 0.1
50
+ - num_epochs: 3
51
+
52
+ ### Training results
53
+
54
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
55
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
56
+ | 0.0523 | 1.0 | 278 | 0.0092 | 0.9968 |
57
+ | 0.0297 | 2.0 | 556 | 0.0045 | 0.9984 |
58
+ | 0.0264 | 3.0 | 834 | 0.0053 | 0.9980 |
59
+
60
+
61
+ ### Framework versions
62
+
63
+ - Transformers 5.3.0
64
+ - Pytorch 2.10.0+cu128
65
+ - Datasets 4.6.1
66
+ - Tokenizers 0.22.2
best/config.json ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "ConvNextV2ForImageClassification"
4
+ ],
5
+ "depths": [
6
+ 3,
7
+ 3,
8
+ 27,
9
+ 3
10
+ ],
11
+ "drop_path_rate": 0.0,
12
+ "dtype": "float32",
13
+ "hidden_act": "gelu",
14
+ "hidden_sizes": [
15
+ 192,
16
+ 384,
17
+ 768,
18
+ 1536
19
+ ],
20
+ "id2label": {
21
+ "0": "combat",
22
+ "1": "mission"
23
+ },
24
+ "image_size": 224,
25
+ "initializer_range": 0.02,
26
+ "label2id": {
27
+ "combat": 0,
28
+ "mission": 1
29
+ },
30
+ "layer_norm_eps": 1e-12,
31
+ "model_type": "convnextv2",
32
+ "num_channels": 3,
33
+ "num_stages": 4,
34
+ "out_features": [
35
+ "stage4"
36
+ ],
37
+ "out_indices": [
38
+ 4
39
+ ],
40
+ "patch_size": 4,
41
+ "stage_names": [
42
+ "stem",
43
+ "stage1",
44
+ "stage2",
45
+ "stage3",
46
+ "stage4"
47
+ ],
48
+ "transformers_version": "5.3.0",
49
+ "use_cache": false
50
+ }
best/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e5609dfff791ac63051efefe5ef7a4d309c7ddacdae86255b1c2d1d0e241e1d
3
+ size 785737896
best/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2c44cbb18778c0fd2842286325c8f5cef2b75badd70400286ec942dde01b281
3
+ size 5265
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7afbb62bc004e98e429afbf2558855b613172f6e06c861d4a9562fe1cb31ce85
3
  size 785737896
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e5609dfff791ac63051efefe5ef7a4d309c7ddacdae86255b1c2d1d0e241e1d
3
  size 785737896