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MTSUFall2024SoftwareEngineering/TEST_MODEL

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README.md CHANGED
@@ -8,37 +8,34 @@ metrics:
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  model-index:
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  - name: senate_bills_summary_model
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  results: []
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- datasets:
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- - cheaptrix/UnitedStatesSenateBillsAndSummaries
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- language:
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- - en
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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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  should probably proofread and complete it, then remove this comment. -->
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  # senate_bills_summary_model
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  This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.9099
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- - Rouge1: 0.2477
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- - Rouge2: 0.1963
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- - Rougel: 0.2407
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- - Rougelsum: 0.2406
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- - Gen Len: 18.9992
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  ## Model description
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- This model is a fine-tuned Google T5-Small model that is fine-tuned to summarize United States Senate Bills.
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  ## Intended uses & limitations
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- Summarize United States Federal Legislation.
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  ## Training and evaluation data
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- Trained on ~13.1k bills and summaries.
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  ## Training procedure
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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- | 2.2318 | 1.0 | 749 | 1.9710 | 0.2475 | 0.1952 | 0.2405 | 0.2402 | 18.9985 |
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- | 2.1782 | 2.0 | 1498 | 1.9331 | 0.2478 | 0.1959 | 0.2408 | 0.2406 | 18.9992 |
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- | 2.1355 | 3.0 | 2247 | 1.9141 | 0.2479 | 0.1961 | 0.2409 | 0.2407 | 18.9992 |
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- | 2.1079 | 4.0 | 2996 | 1.9099 | 0.2477 | 0.1963 | 0.2407 | 0.2406 | 18.9992 |
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  ### Framework versions
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- - Transformers 4.40.1
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- - Pytorch 2.2.1+cu121
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- - Datasets 2.19.1
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- - Tokenizers 0.19.1
 
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  model-index:
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  - name: senate_bills_summary_model
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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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  should probably proofread and complete it, then remove this comment. -->
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+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/cheaptrix/MTSUFall2024SoftwareEngineering/runs/rigak20g)
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  # senate_bills_summary_model
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  This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.9849
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+ - Rouge1: 0.2462
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+ - Rouge2: 0.1934
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+ - Rougel: 0.2389
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+ - Rougelsum: 0.2389
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+ - Gen Len: 18.9981
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  ## Model description
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+ More information needed
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  ## Intended uses & limitations
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+ More information needed
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  ## Training and evaluation data
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+ More information needed
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  ## Training procedure
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  | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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+ | 2.7477 | 1.0 | 749 | 2.1012 | 0.2474 | 0.192 | 0.2397 | 0.2396 | 18.9992 |
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+ | 2.3215 | 2.0 | 1498 | 2.0257 | 0.2464 | 0.1931 | 0.2391 | 0.239 | 18.9992 |
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+ | 2.2304 | 3.0 | 2247 | 1.9963 | 0.2459 | 0.1933 | 0.2386 | 0.2386 | 18.9989 |
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+ | 2.194 | 4.0 | 2996 | 1.9849 | 0.2462 | 0.1934 | 0.2389 | 0.2389 | 18.9981 |
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  ### Framework versions
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+ - Transformers 4.42.4
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+ - Pytorch 2.4.0+cu121
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+ - Datasets 2.21.0
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+ - Tokenizers 0.19.1
generation_config.json CHANGED
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+ "transformers_version": "4.42.4"
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