Model save
Browse files- README.md +88 -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: pszemraj/random-mega-ar-large
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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-large-simple_wikipedia_LM-main-2048
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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-large-simple_wikipedia_LM-main-2048
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This model is a fine-tuned version of [pszemraj/random-mega-ar-large](https://huggingface.co/pszemraj/random-mega-ar-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.3412
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- Accuracy: 0.4360
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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: 1
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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: 32
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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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| 7.2245 | 0.11 | 100 | 6.9372 | 0.0711 |
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| 6.6575 | 0.22 | 200 | 6.2335 | 0.1853 |
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| 5.9406 | 0.34 | 300 | 5.3724 | 0.2635 |
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| 5.4452 | 0.45 | 400 | 4.9243 | 0.2940 |
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| 5.2524 | 0.56 | 500 | 4.6568 | 0.3172 |
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| 4.7862 | 0.67 | 600 | 4.4488 | 0.3347 |
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| 4.7132 | 0.79 | 700 | 4.2699 | 0.3481 |
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| 4.6601 | 0.9 | 800 | 4.1502 | 0.3582 |
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| 4.5067 | 1.01 | 900 | 4.0461 | 0.3681 |
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| 4.4465 | 1.12 | 1000 | 3.9488 | 0.3773 |
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| 4.4493 | 1.24 | 1100 | 3.8681 | 0.3833 |
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| 4.3136 | 1.35 | 1200 | 3.8039 | 0.3897 |
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| 4.2978 | 1.46 | 1300 | 3.7373 | 0.3956 |
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| 4.0475 | 1.57 | 1400 | 3.6874 | 0.4003 |
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| 4.1328 | 1.68 | 1500 | 3.6339 | 0.4061 |
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| 4.0758 | 1.8 | 1600 | 3.5866 | 0.4115 |
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| 3.8489 | 1.91 | 1700 | 3.5438 | 0.4163 |
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| 3.913 | 2.02 | 1800 | 3.5136 | 0.4192 |
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| 3.7746 | 2.13 | 1900 | 3.4860 | 0.4226 |
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| 3.9547 | 2.25 | 2000 | 3.4505 | 0.4255 |
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| 3.9726 | 2.36 | 2100 | 3.4283 | 0.4269 |
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| 3.7546 | 2.47 | 2200 | 3.3999 | 0.4298 |
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| 3.7442 | 2.58 | 2300 | 3.3820 | 0.4317 |
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| 3.6848 | 2.7 | 2400 | 3.3687 | 0.4333 |
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| 3.5491 | 2.81 | 2500 | 3.3531 | 0.4349 |
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| 3.9563 | 2.92 | 2600 | 3.3412 | 0.4360 |
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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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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 865498322
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version https://git-lfs.github.com/spec/v1
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size 865498322
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