update model card README.md

README.md

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+---
+tags:
+- generated_from_trainer
+datasets:
+- wikitext
+model-index:
+- name: TinyBERT_L-4_H-312_v2-finetuned-wikitext103
+  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. -->
+
+# TinyBERT_L-4_H-312_v2-finetuned-wikitext103
+
+This model is a fine-tuned version of [nreimers/TinyBERT_L-4_H-312_v2](https://huggingface.co/nreimers/TinyBERT_L-4_H-312_v2) on the wikitext dataset.
+It achieves the following results on the evaluation set:
+- Loss: 6.4638
+
+## 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: 2e-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: linear
+- num_epochs: 3.0
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 7.0604        | 1.0   | 3125 | 6.6745          |
+| 6.7122        | 2.0   | 6250 | 6.5061          |
+| 6.6289        | 3.0   | 9375 | 6.4638          |
+
+
+### Framework versions
+
+- Transformers 4.16.2
+- Pytorch 1.8.1
+- Datasets 1.11.0
+- Tokenizers 0.10.3