rakhman-llm
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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: Salesforce/codet5-base
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tags:
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- generated_from_trainer
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model-index:
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- name: code-synthesis-java-snippet
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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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# code-synthesis-java-snippet
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This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2901
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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: 2
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- eval_batch_size: 2
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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 |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 0.4031 | 1.0 | 4812 | 0.3220 |
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| 0.3386 | 2.0 | 9624 | 0.2959 |
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| 0.3268 | 3.0 | 14436 | 0.2901 |
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### Framework versions
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- Transformers 4.45.1
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- Pytorch 2.4.0
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- Datasets 3.0.1
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- Tokenizers 0.20.0
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generation_config.json
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{
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"_from_model_config": true,
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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": "4.45.1"
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}
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runs/Nov03_11-20-30_110d4b4c71c1/events.out.tfevents.1730632833.110d4b4c71c1.30.0
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size
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size 13217
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runs/Nov03_11-20-30_110d4b4c71c1/events.out.tfevents.1730639083.110d4b4c71c1.30.1
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