chathuranga-jayanath
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End of training
Browse files
README.md
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---
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license: bsd-3-clause
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base_model: Salesforce/codet5p-220m
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tags:
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- generated_from_trainer
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model-index:
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- name: codet5p-220m-v1
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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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# codet5p-220m-v1
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This model is a fine-tuned version of [Salesforce/codet5p-220m](https://huggingface.co/Salesforce/codet5p-220m) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0157
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- Bleu Score: 0.0023
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- Gen Len: 15.7245
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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: 10
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- eval_batch_size: 10
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3
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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 | Bleu Score | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:----------:|:-------:|
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| 0.0494 | 1.0 | 1967 | 0.0300 | 0.0023 | 15.7086 |
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| 0.0165 | 2.0 | 3934 | 0.0180 | 0.0023 | 15.7338 |
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| 0.0097 | 3.0 | 5901 | 0.0157 | 0.0023 | 15.7245 |
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### Framework versions
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- Transformers 4.38.0.dev0
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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generation_config.json
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{
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"bos_token_id": 1,
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"decoder_start_token_id": 0,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.38.0.dev0"
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}
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model.safetensors
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size 891570984
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runs/Jan31_14-31-41_329b9be3086f/events.out.tfevents.1706711504.329b9be3086f.13279.0
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