gokulsrinivasagan
commited on
End of training
Browse files- README.md +16 -4
- all_results.json +16 -0
- eval_results.json +10 -0
- logs/events.out.tfevents.1733642273.ki-g0008.2795304.1 +3 -0
- train_results.json +9 -0
- trainer_state.json +0 -0
README.md
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library_name: transformers
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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_100_v1_book
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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_100_v1_book
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This model is a fine-tuned version of [](https://huggingface.co/) on
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It achieves the following results on the evaluation set:
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- Loss: 4.
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- Accuracy: 0.
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## Model description
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library_name: transformers
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tags:
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- generated_from_trainer
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datasets:
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- gokulsrinivasagan/processed_book_corpus-ld-100
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metrics:
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- accuracy
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model-index:
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- name: distilbert_lda_100_v1_book
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results:
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- task:
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name: Masked Language Modeling
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type: fill-mask
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dataset:
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name: gokulsrinivasagan/processed_book_corpus-ld-100
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type: gokulsrinivasagan/processed_book_corpus-ld-100
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.7269170235533601
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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_100_v1_book
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This model is a fine-tuned version of [](https://huggingface.co/) on the gokulsrinivasagan/processed_book_corpus-ld-100 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.6471
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- Accuracy: 0.7269
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## Model description
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all_results.json
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{
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"epoch": 25.0,
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"eval_accuracy": 0.7269170235533601,
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"eval_loss": 4.647129058837891,
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"eval_runtime": 224.4523,
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"eval_samples": 120706,
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"eval_samples_per_second": 537.78,
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"eval_steps_per_second": 5.605,
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"perplexity": 104.2851588354878,
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"total_flos": 7.663921469738496e+18,
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"train_loss": 5.237498263496676,
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"train_runtime": 217964.2672,
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"train_samples": 2277342,
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"train_samples_per_second": 261.206,
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"train_steps_per_second": 2.721
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}
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eval_results.json
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{
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"epoch": 25.0,
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"eval_accuracy": 0.7269170235533601,
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"eval_loss": 4.647129058837891,
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"eval_runtime": 224.4523,
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"eval_samples": 120706,
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"eval_samples_per_second": 537.78,
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"eval_steps_per_second": 5.605,
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"perplexity": 104.2851588354878
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}
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logs/events.out.tfevents.1733642273.ki-g0008.2795304.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:9b26c383b38dfc6d9b4ba60c6fe5bb21c3be6764824ba863b495177759770319
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size 417
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train_results.json
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{
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"epoch": 25.0,
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"total_flos": 7.663921469738496e+18,
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"train_loss": 5.237498263496676,
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"train_runtime": 217964.2672,
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"train_samples": 2277342,
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"train_samples_per_second": 261.206,
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"train_steps_per_second": 2.721
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}
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trainer_state.json
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