67 lines
1.8 KiB
Markdown
67 lines
1.8 KiB
Markdown
---
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license: apache-2.0
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base_model: EleutherAI/pythia-70m-deduped
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tags:
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- generated_from_trainer
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model-index:
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- name: databricks-dolly-15k-pythia-70m-deduped-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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# databricks-dolly-15k-pythia-70m-deduped-v1
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This model is a fine-tuned version of [EleutherAI/pythia-70m-deduped](https://huggingface.co/EleutherAI/pythia-70m-deduped) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.3063
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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: 0.001
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- train_batch_size: 8
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- eval_batch_size: 8
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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: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 5.8656 | 1.0 | 1501 | 4.6547 |
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| 4.609 | 2.0 | 3002 | 4.4454 |
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| 4.1706 | 3.0 | 4503 | 4.3141 |
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| 3.8124 | 4.0 | 6004 | 4.3063 |
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| 3.4925 | 5.0 | 7505 | 4.3213 |
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| 3.1927 | 6.0 | 9006 | 4.3806 |
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| 2.9257 | 7.0 | 10507 | 4.4425 |
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| 2.6838 | 8.0 | 12008 | 4.5654 |
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| 2.4619 | 9.0 | 13509 | 4.7032 |
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| 2.2826 | 10.0 | 15010 | 4.8537 |
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### Framework versions
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- Transformers 4.33.3
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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