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-TQUAD-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-TQUAD-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: 2.8135
+
+## 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 |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 350  | 3.8389          |
+| 4.4474        | 2.0   | 700  | 3.3748          |
+| 3.512         | 3.0   | 1050 | 3.0657          |
+| 3.512         | 4.0   | 1400 | 2.9219          |
+| 3.1526        | 5.0   | 1750 | 2.8517          |
+| 2.9972        | 6.0   | 2100 | 2.8135          |
+
+
+### Framework versions
+
+- Transformers 4.15.0
+- Pytorch 1.10.0+cu111
+- Datasets 1.17.0
+- Tokenizers 0.10.3