Commit
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1d11aeb
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Parent(s):
5067196
Training Completed
Browse files- README.md +68 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: EleutherAI/pythia-410m-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-410m-deduped
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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-410m-deduped
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This model is a fine-tuned version of [EleutherAI/pythia-410m-deduped](https://huggingface.co/EleutherAI/pythia-410m-deduped) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0108
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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: 4
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 2
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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: 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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| No log | 1.0 | 1501 | 2.0141 |
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| 1.9792 | 2.0 | 3002 | 2.0016 |
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| 1.9792 | 3.0 | 4503 | 2.0007 |
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| 1.8117 | 4.0 | 6004 | 2.0033 |
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| 1.8117 | 5.0 | 7505 | 2.0066 |
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| 1.7612 | 6.0 | 9006 | 2.0075 |
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| 1.7612 | 7.0 | 10507 | 2.0092 |
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| 1.7469 | 8.0 | 12008 | 2.0110 |
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| 1.7469 | 9.0 | 13509 | 2.0110 |
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| 1.7438 | 10.0 | 15010 | 2.0108 |
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### Framework versions
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- Transformers 4.33.2
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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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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.33.2"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 810774973
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version https://git-lfs.github.com/spec/v1
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oid sha256:91452b05f923e497975f51b27d285ca4c7903fff3015b64b880fea1ce2f97f75
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size 810774973
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