gokulsrinivasagan
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Browse files- README.md +11 -29
- logs/events.out.tfevents.1733313019.ki-g0008.1206436.10 +2 -2
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README.md
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---
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library_name: transformers
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language:
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- en
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base_model: gokulsrinivasagan/distilbert_lda_50_v1
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tags:
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- generated_from_trainer
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datasets:
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- glue
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metrics:
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- accuracy
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model-index:
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- name: distilbert_lda_50_v1_sst2
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results:
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- task:
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name: Text Classification
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type: text-classification
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dataset:
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name: GLUE SST2
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type: glue
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args: sst2
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.5091743119266054
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# distilbert_lda_50_v1_sst2
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This model is a fine-tuned version of [gokulsrinivasagan/distilbert_lda_50_v1](https://huggingface.co/gokulsrinivasagan/distilbert_lda_50_v1) on
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 256
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- eval_batch_size: 256
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- seed: 10
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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| 0.6862 | 7.0 | 1848 | 0.6970 | 0.5092 |
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| 0.6866 | 8.0 | 2112 | 0.6971 | 0.5092 |
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| 0.6867 | 9.0 | 2376 | 0.6970 | 0.5092 |
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### Framework versions
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---
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library_name: transformers
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base_model: gokulsrinivasagan/distilbert_lda_50_v1
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: distilbert_lda_50_v1_sst2
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# distilbert_lda_50_v1_sst2
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This model is a fine-tuned version of [gokulsrinivasagan/distilbert_lda_50_v1](https://huggingface.co/gokulsrinivasagan/distilbert_lda_50_v1) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5851
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- Accuracy: 0.8177
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 256
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- eval_batch_size: 256
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- seed: 10
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.3785 | 1.0 | 264 | 0.4006 | 0.8291 |
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| 0.2139 | 2.0 | 528 | 0.4261 | 0.8406 |
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| 0.1523 | 3.0 | 792 | 0.4886 | 0.8154 |
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| 0.1085 | 4.0 | 1056 | 0.5392 | 0.8268 |
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| 0.0809 | 5.0 | 1320 | 0.5836 | 0.8303 |
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| 0.0646 | 6.0 | 1584 | 0.5851 | 0.8177 |
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### Framework versions
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logs/events.out.tfevents.1733313019.ki-g0008.1206436.10
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model.safetensors
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