Hugging Face's logo

deepakkumar07
/
food_not_food_text_classifier-distilbert-base-uncased

Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
Model card Files
xet
Community
deepakkumar07 commited on
Commit
3d9fc24
·
verified ·
1 Parent(s): 640efd8

uploading food not food text classifier model

Browse files
Files changed (3) hide show
  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -18,7 +18,7 @@ should probably proofread and complete it, then remove this comment. -->
18
 
19
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
- - Loss: 0.0000
22
  - Accuracy: 1.0
23
 
24
  ## Model description
@@ -50,21 +50,21 @@ The following hyperparameters were used during training:
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
- | 0.0016 | 1.0 | 7 | 0.0004 | 1.0 |
54
- | 0.0002 | 2.0 | 14 | 0.0001 | 1.0 |
55
- | 0.0001 | 3.0 | 21 | 0.0001 | 1.0 |
56
- | 0.0 | 4.0 | 28 | 0.0000 | 1.0 |
57
- | 0.0 | 5.0 | 35 | 0.0000 | 1.0 |
58
- | 0.0 | 6.0 | 42 | 0.0000 | 1.0 |
59
- | 0.0 | 7.0 | 49 | 0.0000 | 1.0 |
60
- | 0.0 | 8.0 | 56 | 0.0000 | 1.0 |
61
- | 0.0 | 9.0 | 63 | 0.0000 | 1.0 |
62
- | 0.0 | 10.0 | 70 | 0.0000 | 1.0 |
63
 
64
 
65
  ### Framework versions
66
 
67
  - Transformers 4.48.3
68
  - Pytorch 2.5.1+cu124
69
- - Datasets 3.3.0
70
  - Tokenizers 0.21.0
 
18
 
19
  This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.0005
22
  - Accuracy: 1.0
23
 
24
  ## Model description
 
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | 0.4369 | 1.0 | 7 | 0.1137 | 0.98 |
54
+ | 0.046 | 2.0 | 14 | 0.0074 | 1.0 |
55
+ | 0.0055 | 3.0 | 21 | 0.0024 | 1.0 |
56
+ | 0.002 | 4.0 | 28 | 0.0012 | 1.0 |
57
+ | 0.0012 | 5.0 | 35 | 0.0008 | 1.0 |
58
+ | 0.0009 | 6.0 | 42 | 0.0007 | 1.0 |
59
+ | 0.0007 | 7.0 | 49 | 0.0006 | 1.0 |
60
+ | 0.0007 | 8.0 | 56 | 0.0005 | 1.0 |
61
+ | 0.0006 | 9.0 | 63 | 0.0005 | 1.0 |
62
+ | 0.0006 | 10.0 | 70 | 0.0005 | 1.0 |
63
 
64
 
65
  ### Framework versions
66
 
67
  - Transformers 4.48.3
68
  - Pytorch 2.5.1+cu124
69
+ - Datasets 3.3.2
70
  - Tokenizers 0.21.0
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6be98efe8c6cdb997525551fb83fdf11efcc16beddbc87bdff515539f95645d4
3
  size 267832560
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc4e8f8d184ca7fbd3df875aedf0bbcfe6d4778810e7451187a4bf4100e697b8
3
  size 267832560
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b52949d8d1b61db8f3219860c538affc59274f9a3703c477ad6eb97ed8fc963b
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71c8fd03fcb928f7f5693024a245fae823cb37371f5c496b77a0d89b88cd2399
3
  size 5368