Update README.md

live demo and finetuned writer

README.md

@@ -46,6 +46,7 @@ Current accuracy 33 %  , Perplexity : 51.88
 Models are available:
 
 * [gpt2-small-tuned-tr] (https://huggingface.co/gorkemgoknar/gpt2-small-turkish)
+* [gpt2-small-turkish-writer] (https://huggingface.co/gorkemgoknar/gpt2-turkish-writer)
 
 ## Intended uses & limitations
 
@@ -104,8 +105,8 @@ 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
@@ -127,13 +128,13 @@ 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