Hugging Face's logo

Cielciel
/
aift-model-review-multiple-label-classification

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
1
Cielciel commited on
Commit
a22033a
•
1 Parent(s): 44fa010

Cielciel/aift-model-review-multiple-label-classification_new

Browse files
Files changed (8) hide show
  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. models/model.safetensors +1 -1
  4. models/training_args.bin +1 -1
  5. runs/Jan09_04-24-38_aift-review-classification-multiple-label/events.out.tfevents.1704774393.aift-review-classification-multiple-label +2 -2
  6. runs/Jan10_09-36-35_aift-review-classification-multiple-label/events.out.tfevents.1704879457.aift-review-classification-multiple-label +3 -0
  7. runs/Jan10_09-36-35_aift-review-classification-multiple-label/events.out.tfevents.1704879524.aift-review-classification-multiple-label +3 -0
  8. training_args.bin +1 -1
README.md CHANGED
@@ -15,8 +15,8 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.1849
19
- - Accuracy Thresh: 0.9186
20
 
21
  ## Model description
22
 
@@ -48,16 +48,16 @@ The following hyperparameters were used during training:
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
50
  |:-------------:|:-----:|:----:|:---------------:|:---------------:|
51
- | No log | 1.0 | 70 | 0.4094 | 0.7879 |
52
- | No log | 2.0 | 140 | 0.3128 | 0.8743 |
53
- | No log | 3.0 | 210 | 0.2563 | 0.9129 |
54
- | No log | 4.0 | 280 | 0.2323 | 0.9157 |
55
- | No log | 5.0 | 350 | 0.2118 | 0.9129 |
56
- | No log | 6.0 | 420 | 0.2037 | 0.9136 |
57
- | No log | 7.0 | 490 | 0.1942 | 0.9150 |
58
- | 0.2837 | 8.0 | 560 | 0.1872 | 0.9150 |
59
- | 0.2837 | 9.0 | 630 | 0.1859 | 0.9171 |
60
- | 0.2837 | 10.0 | 700 | 0.1849 | 0.9186 |
61
 
62
 
63
  ### Framework versions
 
15
 
16
  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.1868
19
+ - Accuracy Thresh: 0.9136
20
 
21
  ## Model description
22
 
 
48
 
49
  | Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
50
  |:-------------:|:-----:|:----:|:---------------:|:---------------:|
51
+ | No log | 1.0 | 70 | 0.4240 | 0.7800 |
52
+ | No log | 2.0 | 140 | 0.3213 | 0.8507 |
53
+ | No log | 3.0 | 210 | 0.2606 | 0.9021 |
54
+ | No log | 4.0 | 280 | 0.2338 | 0.9014 |
55
+ | No log | 5.0 | 350 | 0.2142 | 0.9100 |
56
+ | No log | 6.0 | 420 | 0.2070 | 0.9043 |
57
+ | No log | 7.0 | 490 | 0.1974 | 0.9136 |
58
+ | 0.2882 | 8.0 | 560 | 0.1915 | 0.9143 |
59
+ | 0.2882 | 9.0 | 630 | 0.1900 | 0.9136 |
60
+ | 0.2882 | 10.0 | 700 | 0.1868 | 0.9136 |
61
 
62
 
63
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:eeac34d387716c2be03b93ecc7e9ca337569aa858d3d83305194d651548faa84
3
  size 267857176
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:821523308d920639113d803bc5244becf889769b19868d10aa2e6d41b4e911a7
3
  size 267857176
models/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:eeac34d387716c2be03b93ecc7e9ca337569aa858d3d83305194d651548faa84
3
  size 267857176
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:821523308d920639113d803bc5244becf889769b19868d10aa2e6d41b4e911a7
3
  size 267857176
models/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:17f20af146c38bd7ea2ef6bc7ef420f296216cd2737ec2d9d410e427f7978b85
3
  size 4347
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c12d9c4976029cbf352337c16d5c31a1e8632583a980ae67dd5ab08fd9ce776a
3
  size 4347
runs/Jan09_04-24-38_aift-review-classification-multiple-label/events.out.tfevents.1704774393.aift-review-classification-multiple-label CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:75ca5cddce136a220d161f55fa1ba597a69e7c178f4866d524b93fb5bcb79622
3
- size 198
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0488b923478a9da999e5c6444ac15045d490f21e64a942a44740375baaf32861
3
+ size 370
runs/Jan10_09-36-35_aift-review-classification-multiple-label/events.out.tfevents.1704879457.aift-review-classification-multiple-label ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:815d34545f8564ca49bffddb7e0e7e60c1264c6cc49d31a502aac168ddd755d5
3
+ size 8841
runs/Jan10_09-36-35_aift-review-classification-multiple-label/events.out.tfevents.1704879524.aift-review-classification-multiple-label ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f2de5244178fa145befc1348a99a6724b720a0dad98c858ef35b7fb940a1016b
3
+ size 40
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:17f20af146c38bd7ea2ef6bc7ef420f296216cd2737ec2d9d410e427f7978b85
3
  size 4347
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c12d9c4976029cbf352337c16d5c31a1e8632583a980ae67dd5ab08fd9ce776a
3
  size 4347