update model card README.md

README.md

@@ -0,0 +1,63 @@
+---
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: small-mlm-glue-mnli
+  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. -->
+
+# small-mlm-glue-mnli
+
+This model is a fine-tuned version of [google/bert_uncased_L-4_H-512_A-8](https://huggingface.co/google/bert_uncased_L-4_H-512_A-8) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.8314
+
+## 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: 3e-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: constant
+- num_epochs: 200
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 3.0194        | 0.4   | 500  | 2.7922          |
+| 3.0037        | 0.8   | 1000 | 2.8022          |
+| 2.9388        | 1.2   | 1500 | 2.7826          |
+| 2.915         | 1.6   | 2000 | 2.7838          |
+| 2.8626        | 2.0   | 2500 | 2.7769          |
+| 2.7908        | 2.4   | 3000 | 2.7829          |
+| 2.789         | 2.8   | 3500 | 2.7933          |
+| 2.7784        | 3.2   | 4000 | 2.8314          |
+
+
+### Framework versions
+
+- Transformers 4.26.0.dev0
+- Pytorch 1.13.0+cu116
+- Datasets 2.8.1.dev0
+- Tokenizers 0.13.2