update model card README.md

README.md

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+---
+license: mit
+tags:
+- generated_from_trainer
+datasets:
+- squad
+model-index:
+- name: xtremedistil-l6-h256-uncased-finetuned_lr-2e-05_epochs-6
+  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. -->
+
+# xtremedistil-l6-h256-uncased-finetuned_lr-2e-05_epochs-6
+
+This model is a fine-tuned version of [microsoft/xtremedistil-l6-h256-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h256-uncased) on the squad dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.2578
+
+## 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: 48
+- eval_batch_size: 48
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 6
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 2.3828        | 1.0   | 1845  | 1.7946          |
+| 1.5827        | 2.0   | 3690  | 1.4123          |
+| 1.404         | 3.0   | 5535  | 1.3142          |
+| 1.346         | 4.0   | 7380  | 1.2819          |
+| 1.2871        | 5.0   | 9225  | 1.2630          |
+| 1.2538        | 6.0   | 11070 | 1.2578          |
+
+
+### Framework versions
+
+- Transformers 4.15.0
+- Pytorch 1.10.0+cu111
+- Datasets 1.17.0
+- Tokenizers 0.10.3