update model card README.md

README.md

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+---
+tags:
+- generated_from_trainer
+metrics:
+- f1
+model-index:
+- name: rubert-base-srl
+  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. -->
+
+# rubert-base-srl
+
+This model is a fine-tuned version of [./ruBert-base/](https://huggingface.co/./ruBert-base/) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4127
+- F1: 0.9367
+
+## 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: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.06
+- num_epochs: 10.0
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 0.3712        | 1.0   | 57   | 0.3196          | 0.8772 |
+| 0.1617        | 2.0   | 114  | 0.2978          | 0.8921 |
+| 0.2084        | 3.0   | 171  | 0.1944          | 0.9582 |
+| 0.1497        | 4.0   | 228  | 0.2902          | 0.9367 |
+| 0.2006        | 5.0   | 285  | 0.3413          | 0.9475 |
+| 0.0147        | 6.0   | 342  | 0.4440          | 0.9147 |
+| 0.0011        | 7.0   | 399  | 0.3332          | 0.9475 |
+| 0.0008        | 8.0   | 456  | 0.4345          | 0.9258 |
+| 0.0005        | 9.0   | 513  | 0.4084          | 0.9367 |
+| 0.0005        | 10.0  | 570  | 0.4127          | 0.9367 |
+
+
+### Framework versions
+
+- Transformers 4.13.0.dev0
+- Pytorch 1.10.0+cu102
+- Datasets 1.15.1
+- Tokenizers 0.10.3