gokulsrinivasagan
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Browse files- README.md +13 -32
- logs/events.out.tfevents.1733313281.ki-g0008.1206098.8 +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_5_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_5_v1_rte
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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 RTE
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type: glue
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args: rte
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.5270758122743683
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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_5_v1_rte
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This model is a fine-tuned version of [gokulsrinivasagan/distilbert_lda_5_v1](https://huggingface.co/gokulsrinivasagan/distilbert_lda_5_v1) on
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It achieves the following results on the evaluation set:
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- Loss:
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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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| 0.6948 | 9.0 | 90 | 0.6991 | 0.4729 |
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| 0.6957 | 10.0 | 100 | 0.6920 | 0.5271 |
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| 0.6941 | 11.0 | 110 | 0.6956 | 0.4729 |
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| 0.6944 | 12.0 | 120 | 0.6935 | 0.4729 |
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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_5_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_5_v1_rte
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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_5_v1_rte
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This model is a fine-tuned version of [gokulsrinivasagan/distilbert_lda_5_v1](https://huggingface.co/gokulsrinivasagan/distilbert_lda_5_v1) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4545
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- Accuracy: 0.5199
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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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| 0.7504 | 1.0 | 10 | 0.7092 | 0.4729 |
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| 0.6796 | 2.0 | 20 | 0.7039 | 0.5162 |
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| 0.6429 | 3.0 | 30 | 0.6961 | 0.5090 |
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| 0.5697 | 4.0 | 40 | 0.7391 | 0.5415 |
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| 0.4539 | 5.0 | 50 | 0.8574 | 0.5307 |
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| 0.3105 | 6.0 | 60 | 1.0425 | 0.5523 |
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| 0.2107 | 7.0 | 70 | 1.4041 | 0.5054 |
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| 0.1354 | 8.0 | 80 | 1.4545 | 0.5199 |
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### Framework versions
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logs/events.out.tfevents.1733313281.ki-g0008.1206098.8
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model.safetensors
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