End of training
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README.md
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---
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license: openrail
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tags:
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- generated_from_trainer
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model-index:
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- name: santacoder-finetuned-the-stack-swift
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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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# santacoder-finetuned-the-stack-swift
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This model is a fine-tuned version of [bigcode/santacoder](https://huggingface.co/bigcode/santacoder) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8353
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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: 5e-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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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 100
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- training_steps: 10000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 1.1132 | 0.05 | 500 | 1.0496 |
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| 1.0077 | 0.1 | 1000 | 1.0245 |
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| 1.0109 | 0.15 | 1500 | 1.0111 |
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| 1.1106 | 0.2 | 2000 | 1.0025 |
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| 0.5083 | 0.25 | 2500 | 1.0163 |
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| 0.2996 | 0.3 | 3000 | 1.0339 |
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| 1.0745 | 0.35 | 3500 | 0.9682 |
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| 1.0355 | 0.4 | 4000 | 0.9467 |
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| 0.9156 | 0.45 | 4500 | 0.9229 |
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| 0.8834 | 0.5 | 5000 | 0.9199 |
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| 0.6363 | 0.55 | 5500 | 0.9048 |
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| 0.8771 | 0.6 | 6000 | 0.8899 |
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| 1.9208 | 0.65 | 6500 | 0.8727 |
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| 0.8816 | 0.7 | 7000 | 0.8633 |
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| 0.8918 | 0.75 | 7500 | 0.8543 |
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| 0.8714 | 0.8 | 8000 | 0.8454 |
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| 0.9486 | 0.85 | 8500 | 0.8402 |
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| 1.0609 | 0.9 | 9000 | 0.8364 |
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| 0.9124 | 0.95 | 9500 | 0.8356 |
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| 0.9743 | 1.0 | 10000 | 0.8353 |
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### Framework versions
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- Transformers 4.26.0.dev0
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- Pytorch 1.13.1+cu116
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- Datasets 2.7.1
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- Tokenizers 0.13.2
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emissions.csv
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timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
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2023-02-09T06:20:14,4b1479da-f304-4c5e-9f4c-8afcb3cd73f6,codecarbon,60646.38120388985,3.7682181342903793,6.317680550550547,Spain,ESP,murcia,N,,
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pytorch_model.bin
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size 4600336581
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size 4600336581
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runs/Feb08_13-29-17_2cb2cefa7ce2/events.out.tfevents.1675862967.2cb2cefa7ce2.10723.0
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size
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size 166979
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