update model card README.md

README.md

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+---
+tags:
+- generated_from_trainer
+model-index:
+- name: small-mlm-conll2003-from-scratch
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# small-mlm-conll2003-from-scratch
+
+This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 7.3214
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 3e-05
+- train_batch_size: 32
+- eval_batch_size: 32
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: constant
+- training_steps: 5000
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 8.7308        | 0.4   | 500  | 8.2373          |
+| 8.0354        | 0.8   | 1000 | 8.0130          |
+| 7.8025        | 1.2   | 1500 | 7.7876          |
+| 7.6226        | 1.6   | 2000 | 7.7022          |
+| 7.4984        | 2.0   | 2500 | 7.6476          |
+| 7.425         | 2.4   | 3000 | 7.5078          |
+| 7.2991        | 2.8   | 3500 | 7.5017          |
+| 7.242         | 3.2   | 4000 | 7.3558          |
+| 7.1455        | 3.6   | 4500 | 7.3517          |
+| 7.1126        | 4.0   | 5000 | 7.3214          |
+
+
+### Framework versions
+
+- Transformers 4.26.0.dev0
+- Pytorch 1.13.1+cu116
+- Datasets 2.8.1.dev0
+- Tokenizers 0.13.2