Hugging Face's logo

soongbren
/
distilbert-base-multilingual-cased-sentiments-student-small-dataset

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
soongbren commited on
Commit
883bb70
•
1 Parent(s): 88c2f81

End of training

Browse files
Files changed (11) hide show
  1. README.md +6 -6
  2. config.json +4 -6
  3. model.safetensors +1 -1
  4. runs/Nov13_07-27-08_d351add9b4df/events.out.tfevents.1699860430.d351add9b4df.5531.2 +3 -0
  5. runs/Nov13_07-36-01_d351add9b4df/events.out.tfevents.1699860964.d351add9b4df.5531.3 +3 -0
  6. runs/Nov13_07-43-27_d351add9b4df/events.out.tfevents.1699861429.d351add9b4df.5531.4 +3 -0
  7. runs/Nov13_07-49-19_d351add9b4df/events.out.tfevents.1699861767.d351add9b4df.18831.0 +3 -0
  8. runs/Nov13_07-50-59_d351add9b4df/events.out.tfevents.1699861863.d351add9b4df.18831.1 +3 -0
  9. runs/Nov13_07-51-25_d351add9b4df/events.out.tfevents.1699861890.d351add9b4df.18831.2 +3 -0
  10. runs/Nov13_07-51-25_d351add9b4df/events.out.tfevents.1699863052.d351add9b4df.18831.3 +3 -0
  11. training_args.bin +1 -1
README.md CHANGED
@@ -15,12 +15,12 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  This model is a fine-tuned version of [lxyuan/distilbert-base-multilingual-cased-sentiments-student](https://huggingface.co/lxyuan/distilbert-base-multilingual-cased-sentiments-student) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
- - eval_loss: 0.6530
19
- - eval_accuracy: {'accuracy': 0.6485753052917232}
20
- - eval_f1score: {'f1': 0.5103193348632818}
21
- - eval_runtime: 13.5628
22
- - eval_samples_per_second: 54.34
23
- - eval_steps_per_second: 6.857
24
  - step: 0
25
 
26
  ## Model description
 
15
 
16
  This model is a fine-tuned version of [lxyuan/distilbert-base-multilingual-cased-sentiments-student](https://huggingface.co/lxyuan/distilbert-base-multilingual-cased-sentiments-student) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - eval_loss: 0.6234
19
+ - eval_accuracy: {'accuracy': 0.7055630936227951}
20
+ - eval_f1score: {'f1': 0.695644141066491}
21
+ - eval_runtime: 12.2657
22
+ - eval_samples_per_second: 60.086
23
+ - eval_steps_per_second: 7.582
24
  - step: 0
25
 
26
  ## Model description
config.json CHANGED
@@ -9,15 +9,13 @@
9
  "dropout": 0.1,
10
  "hidden_dim": 3072,
11
  "id2label": {
12
- "0": "positive",
13
- "1": "neutral",
14
- "2": "negative"
15
  },
16
  "initializer_range": 0.02,
17
  "label2id": {
18
- "negative": 2,
19
- "neutral": 1,
20
- "positive": 0
21
  },
22
  "max_position_embeddings": 512,
23
  "model_type": "distilbert",
 
9
  "dropout": 0.1,
10
  "hidden_dim": 3072,
11
  "id2label": {
12
+ "0": "negative",
13
+ "1": "positive"
 
14
  },
15
  "initializer_range": 0.02,
16
  "label2id": {
17
+ "negative": 0,
18
+ "positive": 1
 
19
  },
20
  "max_position_embeddings": 512,
21
  "model_type": "distilbert",
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:22339cf73deac1fc8d795f7b0ecfe69d452fe408ae1936b93230f65c9b6ec3e9
3
  size 541320452
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d49886b3e124562e4bb18595783d097e4c846c8889bd2142c2812c510df63a6d
3
  size 541320452
runs/Nov13_07-27-08_d351add9b4df/events.out.tfevents.1699860430.d351add9b4df.5531.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f60dd87f5210ba0ab57cbecc1324d858c509efef79e01f1b79cd8c423909d7c1
3
+ size 4587
runs/Nov13_07-36-01_d351add9b4df/events.out.tfevents.1699860964.d351add9b4df.5531.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f424d686233e97c8d443c10c8d84f8fb0fea77901af9caad978424aa628c3cf2
3
+ size 4587
runs/Nov13_07-43-27_d351add9b4df/events.out.tfevents.1699861429.d351add9b4df.5531.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:da82c4884d902a1de3354d8e88fe9235c6e60fb9e359ab5dc3076b8c95922bac
3
+ size 4587
runs/Nov13_07-49-19_d351add9b4df/events.out.tfevents.1699861767.d351add9b4df.18831.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2f48d77a2894fc197229abd2fb0b6fbd199abd8070990f5646f9f59f1e29e49f
3
+ size 4587
runs/Nov13_07-50-59_d351add9b4df/events.out.tfevents.1699861863.d351add9b4df.18831.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a6a63025edbec114d3d37c0e3f130bafcf4f8552fc6d103f87dc3519bd40083
3
+ size 4587
runs/Nov13_07-51-25_d351add9b4df/events.out.tfevents.1699861890.d351add9b4df.18831.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:583d0943d7aaca4a68983adce4d15727801e4ae55ccc798c8466ac62c003f92c
3
+ size 6582
runs/Nov13_07-51-25_d351add9b4df/events.out.tfevents.1699863052.d351add9b4df.18831.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:75f6c75049614a14e6bc72bfbadae31527eebd0f5cdefa139ff609dc801f3c34
3
+ size 297
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:81559ef8b06926efc275ad1d1f5e4448a87b220e2dd744d85b10208b1f904405
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:17800c24d9abacb6278ee51eb91971f934dd7e160eef4440c6e3bda086f72fc0
3
  size 4728