Update README.md

README.md

@@ -7,51 +7,25 @@ model-index:
   results: []
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-<!-- 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. -->
-
 # DistilGPT2-Beatles-Lyrics-finetuned-newlyrics
 
-This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the None dataset.
-It achieves the following results on the evaluation set:
-- Loss: 1.7756
-
-## Model description
-
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
+This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the [Beatles lyrics dataset](https://huggingface.co/datasets/cmotions/Beatles_lyrics).
 
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 8
-- eval_batch_size: 16
+- train_batch_size: 4
+- eval_batch_size: 8
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 100
 - num_epochs: 5
 
-### Training results
-
-| Training Loss | Epoch | Step | Validation Loss |
-|:-------------:|:-----:|:----:|:---------------:|
-| 1.7635        | 1.0   | 18   | 1.7756          |
-| 1.7443        | 2.0   | 36   | 1.7756          |
-| 1.7414        | 3.0   | 54   | 1.7756          |
-| 1.7311        | 4.0   | 72   | 1.7756          |
-| 1.7385        | 5.0   | 90   | 1.7756          |
+## Intended uses & limitations
 
+Model can be used to produce Beatles like text generation from an input prompt. 
 
 ### Framework versions