update model card README.md

README.md

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+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: distilbert-base-uncased-finetuned-natural-questions
+  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. -->
+
+# distilbert-base-uncased-finetuned-natural-questions
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3516
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step   | Validation Loss |
+|:-------------:|:-----:|:------:|:---------------:|
+| No log        | 1.0   | 20415  | 0.2347          |
+| No log        | 2.0   | 40830  | 0.2269          |
+| 1.885         | 3.0   | 61245  | 0.2441          |
+| 1.885         | 4.0   | 81660  | 0.2316          |
+| 1.5134        | 5.0   | 102075 | 0.2618          |
+| 1.5134        | 6.0   | 122490 | 0.2609          |
+| 1.5134        | 7.0   | 142905 | 0.2865          |
+| 1.1608        | 8.0   | 163320 | 0.3046          |
+| 1.1608        | 9.0   | 183735 | 0.3372          |
+| 0.9118        | 10.0  | 204150 | 0.3516          |
+
+
+### Framework versions
+
+- Transformers 4.17.0
+- Pytorch 1.10.0
+- Datasets 1.18.3
+- Tokenizers 0.11.6