Model save
Browse files- README.md +79 -0
- generation_config.json +6 -0
- model.safetensors +1 -1
README.md
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---
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base_model: EleutherAI/pythia-31m
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: BL-pythia-31m-goodwiki-deduped-split-2048-scratch
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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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# BL-pythia-31m-goodwiki-deduped-split-2048-scratch
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This model is a fine-tuned version of [EleutherAI/pythia-31m](https://huggingface.co/EleutherAI/pythia-31m) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.5181
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- Accuracy: 0.2680
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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: 0.0005
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 80085
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- gradient_accumulation_steps: 64
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- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-07
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- lr_scheduler_type: inverse_sqrt
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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 6.8347 | 0.16 | 100 | 6.7683 | 0.1380 |
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| 6.0732 | 0.32 | 200 | 6.0489 | 0.1712 |
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| 5.6949 | 0.48 | 300 | 5.6941 | 0.1935 |
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| 5.4723 | 0.64 | 400 | 5.4411 | 0.2066 |
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| 5.2672 | 0.8 | 500 | 5.2621 | 0.2162 |
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| 5.165 | 0.96 | 600 | 5.1339 | 0.2241 |
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| 5.0693 | 1.12 | 700 | 5.0290 | 0.2304 |
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| 4.9234 | 1.28 | 800 | 4.9430 | 0.2369 |
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| 4.886 | 1.44 | 900 | 4.8702 | 0.2413 |
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| 4.8422 | 1.6 | 1000 | 4.8086 | 0.2458 |
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| 4.7688 | 1.76 | 1100 | 4.7593 | 0.2488 |
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| 4.734 | 1.93 | 1200 | 4.7118 | 0.2527 |
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| 4.6877 | 2.09 | 1300 | 4.6721 | 0.2556 |
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| 4.6135 | 2.25 | 1400 | 4.6350 | 0.2583 |
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| 4.6117 | 2.41 | 1500 | 4.6013 | 0.2606 |
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| 4.5424 | 2.57 | 1600 | 4.5707 | 0.2635 |
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| 4.5535 | 2.73 | 1700 | 4.5447 | 0.2658 |
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| 4.4823 | 2.89 | 1800 | 4.5181 | 0.2680 |
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### Framework versions
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- Transformers 4.33.1
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- Pytorch 2.2.0.dev20230907+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": "4.33.1"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 121988328
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version https://git-lfs.github.com/spec/v1
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oid sha256:b7dc482218132fcfdf9a314f7a96717c5e7c30d06d7e0dd980a5888359a10d69
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size 121988328
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