update model card README.md

README.md

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+---
+tags:
+- generated_from_trainer
+datasets:
+- quail
+model-index:
+- name: longformer_quail
+  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. -->
+
+# longformer_quail
+
+This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on the quail dataset.
+It achieves the following results on the evaluation set:
+- eval_loss: 1.9568
+- eval_accuracy: 0.5791
+- eval_runtime: 44.254
+- eval_samples_per_second: 12.564
+- eval_steps_per_second: 6.282
+- epoch: 4.0
+- step: 816
+
+## 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: 5e-05
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 25
+- total_train_batch_size: 50
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Framework versions
+
+- Transformers 4.21.3
+- Pytorch 1.12.1
+- Datasets 2.5.1
+- Tokenizers 0.11.0