archit11 commited on
Commit
e7a1876
1 Parent(s): ad646d8

Model save

Browse files
README.md ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-nc-4.0
3
+ base_model: MCG-NJU/videomae-base
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: videomae-base-finetuned-ucfcrime-full2
10
+ results: []
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
+ # videomae-base-finetuned-ucfcrime-full2
17
+
18
+ This model is a fine-tuned version of [MCG-NJU/videomae-base](https://huggingface.co/MCG-NJU/videomae-base) on an unknown dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 2.6882
21
+ - Accuracy: 0.1173
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 5e-05
41
+ - train_batch_size: 4
42
+ - eval_batch_size: 4
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - lr_scheduler_warmup_ratio: 0.1
47
+ - training_steps: 700
48
+
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | 2.6564 | 0.25 | 175 | 2.5464 | 0.1719 |
54
+ | 2.3285 | 1.25 | 350 | 2.8665 | 0.1255 |
55
+ | 2.3545 | 2.25 | 525 | 2.7751 | 0.1353 |
56
+ | 1.9726 | 3.25 | 700 | 2.5616 | 0.1840 |
57
+
58
+
59
+ ### Framework versions
60
+
61
+ - Transformers 4.38.1
62
+ - Pytorch 2.1.2
63
+ - Datasets 2.1.0
64
+ - Tokenizers 0.15.2
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:fc5d14957b1ca01a4c0d0f0ad7320ede3a71b4de5ed174493e6deb056a5b7db8
3
  size 344974288
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:535be6dad3a62f6829b7c666a5010a08856a39ffd3c3dc986eac3d488f15f11e
3
  size 344974288
runs/Mar17_19-54-10_6d634beb8d83/events.out.tfevents.1710705269.6d634beb8d83.25.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b4819dd9dd2d04c014febec29ff9e7910e0b5ce9ea341774d4ea265c8f6af633
3
- size 28452
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0387fa744e311cc33f68b91359bbc6d8f1a4d3ff8ae877a59c54ce868510e568
3
+ size 36514
runs/Mar17_19-54-10_6d634beb8d83/events.out.tfevents.1710718688.6d634beb8d83.25.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:30d6e342d394993354863da95f3e8f53d6b23a86c627626677801760078857ee
3
+ size 411
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3c5acfe5781ab4d4842f3f18432afafe39ba540493f47e189e7ef2a34da69cdc
3
  size 4984
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:df2acce4762af5dc9e063a4cecfa7e1eaf8aa797b3cfc1bdc47c09341075a46a
3
  size 4984