Model save
Browse files- README.md +89 -0
- generation_config.json +7 -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: pszemraj/random-mega-ar-small-4096
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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: PT-random-mega-ar-small-4096-wikitext_document_level-1024ctx-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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# PT-random-mega-ar-small-4096-wikitext_document_level-1024ctx-v1
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This model is a fine-tuned version of [pszemraj/random-mega-ar-small-4096](https://huggingface.co/pszemraj/random-mega-ar-small-4096) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.0338
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- Accuracy: 0.3243
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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: 4
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- eval_batch_size: 1
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- seed: 80085
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- gradient_accumulation_steps: 32
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- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-07
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- lr_scheduler_type: linear
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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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| 7.3662 | 0.11 | 100 | 7.2782 | 0.0935 |
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| 6.3064 | 0.22 | 200 | 6.2066 | 0.1634 |
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| 5.8203 | 0.33 | 300 | 5.7299 | 0.1931 |
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| 5.55 | 0.44 | 400 | 5.4173 | 0.2117 |
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| 5.3194 | 0.55 | 500 | 5.1937 | 0.2278 |
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| 5.1678 | 0.66 | 600 | 5.0206 | 0.2406 |
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| 5.0375 | 0.77 | 700 | 4.8891 | 0.2508 |
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| 4.9194 | 0.88 | 800 | 4.7592 | 0.2605 |
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| 4.8272 | 0.99 | 900 | 4.6653 | 0.2681 |
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| 4.7571 | 1.1 | 1000 | 4.5817 | 0.2754 |
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| 4.6345 | 1.21 | 1100 | 4.5066 | 0.2820 |
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| 4.6218 | 1.32 | 1200 | 4.4472 | 0.2867 |
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| 4.5585 | 1.43 | 1300 | 4.3827 | 0.2923 |
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| 4.5047 | 1.54 | 1400 | 4.3328 | 0.2963 |
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| 4.4726 | 1.65 | 1500 | 4.2860 | 0.3002 |
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| 4.4094 | 1.76 | 1600 | 4.2452 | 0.3038 |
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| 4.3705 | 1.87 | 1700 | 4.2168 | 0.3062 |
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| 4.3739 | 1.98 | 1800 | 4.1852 | 0.3095 |
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| 4.2836 | 2.09 | 1900 | 4.1599 | 0.3112 |
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| 4.302 | 2.2 | 2000 | 4.1307 | 0.3149 |
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| 4.2847 | 2.31 | 2100 | 4.1113 | 0.3165 |
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| 4.2348 | 2.42 | 2200 | 4.0925 | 0.3184 |
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| 4.2837 | 2.53 | 2300 | 4.0743 | 0.3207 |
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| 4.2058 | 2.64 | 2400 | 4.0612 | 0.3217 |
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| 4.22 | 2.75 | 2500 | 4.0494 | 0.3224 |
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| 4.1827 | 2.86 | 2600 | 4.0397 | 0.3237 |
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| 4.1967 | 2.97 | 2700 | 4.0338 | 0.3243 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 2.1.0.dev20230727+cu118
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- Datasets 2.13.1
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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": 2,
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"pad_token_id": 1,
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"transformers_version": "4.32.1"
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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 259284978
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version https://git-lfs.github.com/spec/v1
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oid sha256:f746f5f75acc0edf01e9847cd6ef307c60dfaff315c31e4425cda0d325e7cc6b
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size 259284978
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