Sudarshan00
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Model save
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README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: facebook/bart-base
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: summarize_model_2
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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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# summarize_model_2
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This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9198
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- Rouge1: 0.2393
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- Rouge2: 0.1023
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- Rougel: 0.1976
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- Rougelsum: 0.2243
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- Gen Len: 20.0
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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 hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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: 4
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 100 | 1.9729 | 0.2374 | 0.099 | 0.1962 | 0.2216 | 20.0 |
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| No log | 2.0 | 200 | 1.9565 | 0.2398 | 0.1018 | 0.1972 | 0.2238 | 20.0 |
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| No log | 3.0 | 300 | 1.9241 | 0.2377 | 0.0991 | 0.1959 | 0.2215 | 20.0 |
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| No log | 4.0 | 400 | 1.9198 | 0.2393 | 0.1023 | 0.1976 | 0.2243 | 20.0 |
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### Framework versions
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- Transformers 4.46.3
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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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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"forced_bos_token_id": 0,
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"forced_eos_token_id": 2,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.46.3"
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}
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runs/Dec06_01-13-16_fe3dc0b6f58a/events.out.tfevents.1733447607.fe3dc0b6f58a.766.2
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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size 8689
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