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TenaliAI-FinTech-v1

Text Classification
Transformers
PyTorch
TensorBoard
Joblib
Safetensors
bert
Generated from Trainer
Inference Endpoints
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Files changed (8) hide show
  1. README.md +31 -29
  2. config.json +101 -169
  3. label_encoder.joblib +2 -2
  4. model.safetensors +2 -2
  5. runs/Nov15_21-37-53_SuperWhite/events.out.tfevents.1731686873.SuperWhite.29889.0 +3 -0
  6. runs/Nov15_21-37-53_SuperWhite/events.out.tfevents.1731686971.SuperWhite.29889.1 +3 -0
  7. special_tokens_map.json +5 -35
  8. training_args.bin +1 -1
README.md CHANGED
@@ -1,5 +1,7 @@
1
  ---
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  library_name: transformers
 
 
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  tags:
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  - generated_from_trainer
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  model-index:
@@ -12,9 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
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  # TenaliAI-FinTech-v1
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- This model was trained from scratch on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9095
18
 
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  ## Model description
20
 
@@ -43,33 +45,33 @@ The following hyperparameters were used during training:
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  ### Training results
45
 
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- | Training Loss | Epoch | Step | Validation Loss |
47
- |:-------------:|:-----:|:-----:|:---------------:|
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- | 2.3812 | 1.0 | 1251 | 1.5744 |
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- | 1.1857 | 2.0 | 2502 | 1.0857 |
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- | 1.0324 | 3.0 | 3753 | 0.9518 |
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- | 0.9674 | 4.0 | 5004 | 0.9332 |
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- | 0.9239 | 5.0 | 6255 | 0.9318 |
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- | 0.9015 | 6.0 | 7506 | 0.9365 |
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- | 0.8753 | 7.0 | 8757 | 0.9095 |
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- | 0.8607 | 8.0 | 10008 | 0.9196 |
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- | 0.8358 | 9.0 | 11259 | 0.9260 |
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- | 0.8404 | 10.0 | 12510 | 0.9302 |
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- | 0.8091 | 11.0 | 13761 | 0.9117 |
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- | 0.803 | 12.0 | 15012 | 0.9386 |
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- | 0.7925 | 13.0 | 16263 | 0.9386 |
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- | 0.8087 | 14.0 | 17514 | 0.9331 |
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- | 0.8041 | 15.0 | 18765 | 0.9511 |
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- | 0.7759 | 16.0 | 20016 | 0.9473 |
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- | 0.7917 | 17.0 | 21267 | 0.9598 |
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- | 0.7831 | 18.0 | 22518 | 0.9552 |
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- | 0.7686 | 19.0 | 23769 | 0.9696 |
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- | 0.7658 | 20.0 | 25020 | 0.9830 |
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- | 0.7679 | 21.0 | 26271 | 0.9701 |
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- | 0.7853 | 22.0 | 27522 | 0.9626 |
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- | 0.748 | 23.0 | 28773 | 0.9932 |
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- | 0.7778 | 24.0 | 30024 | 0.9664 |
72
- | 0.7741 | 25.0 | 31275 | 0.9889 |
73
 
74
 
75
  ### Framework versions
 
1
  ---
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  library_name: transformers
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+ license: apache-2.0
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+ base_model: bert-base-uncased
5
  tags:
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  - generated_from_trainer
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  model-index:
 
14
 
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  # TenaliAI-FinTech-v1
16
 
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+ This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.0009
20
 
21
  ## Model description
22
 
 
45
 
46
  ### Training results
47
 
48
+ | Training Loss | Epoch | Step | Validation Loss |
49
+ |:-------------:|:-----:|:----:|:---------------:|
50
+ | No log | 1.0 | 14 | 2.1883 |
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+ | No log | 2.0 | 28 | 1.3866 |
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+ | No log | 3.0 | 42 | 0.6451 |
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+ | No log | 4.0 | 56 | 0.2077 |
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+ | No log | 5.0 | 70 | 0.0689 |
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+ | No log | 6.0 | 84 | 0.0196 |
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+ | No log | 7.0 | 98 | 0.0090 |
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+ | No log | 8.0 | 112 | 0.0057 |
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+ | No log | 9.0 | 126 | 0.0042 |
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+ | No log | 10.0 | 140 | 0.0035 |
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+ | No log | 11.0 | 154 | 0.0030 |
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+ | No log | 12.0 | 168 | 0.0026 |
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+ | No log | 13.0 | 182 | 0.0023 |
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+ | No log | 14.0 | 196 | 0.0021 |
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+ | No log | 15.0 | 210 | 0.0018 |
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+ | No log | 16.0 | 224 | 0.0017 |
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+ | No log | 17.0 | 238 | 0.0015 |
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+ | No log | 18.0 | 252 | 0.0014 |
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+ | No log | 19.0 | 266 | 0.0013 |
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+ | No log | 20.0 | 280 | 0.0012 |
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+ | No log | 21.0 | 294 | 0.0012 |
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+ | No log | 22.0 | 308 | 0.0011 |
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+ | No log | 23.0 | 322 | 0.0010 |
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+ | No log | 24.0 | 336 | 0.0010 |
74
+ | No log | 25.0 | 350 | 0.0009 |
75
 
76
 
77
  ### Framework versions
config.json CHANGED
@@ -1,5 +1,5 @@
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@@ -10,178 +10,110 @@
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