Model save
Browse files- README.md +90 -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/mega-ar-small-4096-NC-simplewiki-v1
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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-mega-ar-small-4096-NC-simplewiki-v1-minipile-main-4096
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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-mega-ar-small-4096-NC-simplewiki-v1-minipile-main-4096
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This model is a fine-tuned version of [pszemraj/mega-ar-small-4096-NC-simplewiki-v1](https://huggingface.co/pszemraj/mega-ar-small-4096-NC-simplewiki-v1) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.7502
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- Accuracy: 0.3650
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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: 0.0003
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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: 64
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- total_train_batch_size: 64
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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: 1.0
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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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| 5.7062 | 0.04 | 200 | 5.5259 | 0.1829 |
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| 5.4056 | 0.07 | 400 | 5.1650 | 0.2073 |
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| 5.1319 | 0.11 | 600 | 4.9704 | 0.2261 |
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| 4.9674 | 0.14 | 800 | 4.8417 | 0.2370 |
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| 4.951 | 0.18 | 1000 | 4.7261 | 0.2467 |
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| 4.7753 | 0.21 | 1200 | 4.6288 | 0.2554 |
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| 4.6721 | 0.25 | 1400 | 4.5260 | 0.2678 |
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| 4.6081 | 0.28 | 1600 | 4.4409 | 0.2768 |
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| 4.4929 | 0.32 | 1800 | 4.3566 | 0.2857 |
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| 4.4345 | 0.35 | 2000 | 4.2812 | 0.2957 |
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| 4.3024 | 0.39 | 2200 | 4.2085 | 0.3052 |
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| 4.2505 | 0.42 | 2400 | 4.1424 | 0.3151 |
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| 4.2294 | 0.46 | 2600 | 4.0859 | 0.3217 |
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| 4.2766 | 0.49 | 2800 | 4.0372 | 0.3298 |
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| 4.1229 | 0.53 | 3000 | 3.9901 | 0.3357 |
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| 4.2007 | 0.56 | 3200 | 3.9538 | 0.3410 |
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| 3.9723 | 0.6 | 3400 | 3.9186 | 0.3453 |
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| 4.0599 | 0.63 | 3600 | 3.8881 | 0.3487 |
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| 4.0351 | 0.67 | 3800 | 3.8650 | 0.3515 |
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| 3.9324 | 0.7 | 4000 | 3.8419 | 0.3546 |
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| 3.9408 | 0.74 | 4200 | 3.8234 | 0.3564 |
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| 3.9499 | 0.77 | 4400 | 3.8091 | 0.3585 |
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| 3.9456 | 0.81 | 4600 | 3.7938 | 0.3602 |
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| 3.9035 | 0.84 | 4800 | 3.7809 | 0.3618 |
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| 3.8709 | 0.88 | 5000 | 3.7712 | 0.3631 |
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| 3.8189 | 0.92 | 5200 | 3.7612 | 0.3639 |
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| 3.7973 | 0.95 | 5400 | 3.7549 | 0.3646 |
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| 3.8952 | 0.99 | 5600 | 3.7502 | 0.3650 |
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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 259284978
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version https://git-lfs.github.com/spec/v1
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oid sha256:789750f966ce6cde7ac8fe92101e0ae62d9d5bed5190c42f37f92e866fb86830
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size 259284978
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