Update README.md

README.md

@@ -30,6 +30,8 @@ This is a GPT2-Small English based model finetuned and additionaly trainied with
 
 Live demo based on this work at : https://www.metayazar.com/
 
+Fine tuned writer on this model: https://huggingface.co/gorkemgoknar/gpt2-turkish-writer
+
 Work has been done on Pierre Guillou tutorial as on this page.
 (https://github.com/piegu/fastai-projects/blob/master/finetuning-English-GPT2-any-language-Portuguese-HuggingFace-fastaiv2.ipynb) 
 
@@ -102,8 +104,8 @@ sample_outputs = model.generate(inputs.input_ids,
 
 # generated sequence
 for i, sample_output in enumerate(sample_outputs):
-    print(">> Generated text {}\
-\
+    print(">> Generated text {}\\
+\\
 {}".format(i+1, tokenizer.decode(sample_output.tolist())))
 
 # >> Generated text
@@ -125,13 +127,13 @@ Wikipedia Turkish article dump as of 28-10-2020
 
 ## Eval results
 
-| epoch\t|train_loss\t|valid_loss\t|accuracy\t|perplexity\t|time   |
+| epoch\\t|train_loss\\t|valid_loss\\t|accuracy\\t|perplexity\\t|time   |
 | ----- | --------      |---------      | ----------    | ---------     | ----- |
-|0\t|4.777015\t|4.621834\t|0.292547\t|101.680367\t|2:42:05|
-|1\t|4.509412\t|4.403999\t|0.305574\t|81.777267\t|1:09:38|
-|2\t|4.169529\t|4.120755\t|0.324908\t|61.605747\t|1:07:45|
-|3\t|4.293973\t|4.177899\t|0.317211\t|65.228653\t|1:07:02|
-|4\t|4.049848\t|3.949103\t|0.338347\t|51.888783\t|1:05:53|
+|0\\t|4.777015\\t|4.621834\\t|0.292547\\t|101.680367\\t|2:42:05|
+|1\\t|4.509412\\t|4.403999\\t|0.305574\\t|81.777267\\t|1:09:38|
+|2\\t|4.169529\\t|4.120755\\t|0.324908\\t|61.605747\\t|1:07:45|
+|3\\t|4.293973\\t|4.177899\\t|0.317211\\t|65.228653\\t|1:07:02|
+|4\\t|4.049848\\t|3.949103\\t|0.338347\\t|51.888783\\t|1:05:53|
 
 #Epoch 0 on Tesla T4, others on V100