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Uploading crypto sustainability news text classifier model

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  1. README.md +11 -11
  2. config.json +1 -2
  3. model.safetensors +1 -1
  4. training_args.bin +1 -1
README.md CHANGED
@@ -18,7 +18,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [FacebookAI/roberta-large-mnli](https://huggingface.co/FacebookAI/roberta-large-mnli) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0124
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  - Accuracy: 1.0
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  ## Model description
@@ -42,7 +42,7 @@ The following hyperparameters were used during training:
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  - train_batch_size: 32
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  - eval_batch_size: 32
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  - seed: 42
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- - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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  - num_epochs: 5
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@@ -50,16 +50,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 1.1736 | 1.0 | 8 | 0.9382 | 0.5833 |
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- | 0.5799 | 2.0 | 16 | 0.3128 | 0.95 |
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- | 0.1978 | 3.0 | 24 | 0.0652 | 0.9833 |
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- | 0.0455 | 4.0 | 32 | 0.0186 | 1.0 |
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- | 0.0161 | 5.0 | 40 | 0.0124 | 1.0 |
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  ### Framework versions
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- - Transformers 4.47.0.dev0
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- - Pytorch 2.5.1+cu121
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- - Datasets 3.1.0
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- - Tokenizers 0.20.3
 
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  This model is a fine-tuned version of [FacebookAI/roberta-large-mnli](https://huggingface.co/FacebookAI/roberta-large-mnli) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0062
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  - Accuracy: 1.0
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  ## Model description
 
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  - train_batch_size: 32
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  - eval_batch_size: 32
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  - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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  - lr_scheduler_type: linear
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  - num_epochs: 5
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 1.1377 | 1.0 | 8 | 0.8662 | 0.6 |
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+ | 0.5866 | 2.0 | 16 | 0.2361 | 0.9667 |
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+ | 0.1393 | 3.0 | 24 | 0.0370 | 1.0 |
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+ | 0.0292 | 4.0 | 32 | 0.0106 | 1.0 |
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+ | 0.0136 | 5.0 | 40 | 0.0062 | 1.0 |
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  ### Framework versions
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+ - Transformers 4.52.0.dev0
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.1
config.json CHANGED
@@ -1,5 +1,4 @@
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  {
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- "_name_or_path": "FacebookAI/roberta-large-mnli",
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  "_num_labels": 3,
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  "architectures": [
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  "RobertaForSequenceClassification"
@@ -32,7 +31,7 @@
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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  "torch_dtype": "float32",
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- "transformers_version": "4.47.0.dev0",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 50265
 
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  {
 
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  "_num_labels": 3,
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  "architectures": [
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  "RobertaForSequenceClassification"
 
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  "position_embedding_type": "absolute",
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  "problem_type": "single_label_classification",
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  "torch_dtype": "float32",
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+ "transformers_version": "4.52.0.dev0",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 50265
model.safetensors CHANGED
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training_args.bin CHANGED
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