Update README.md

README.md

@@ -3,6 +3,11 @@ library_name: peft
 ---
 ## Examples
 As you can see from examples bellow the output is far from ideal, and far from simple GPT/LLama2 prompt without finetuning. 
+Quality issues:
+- the corrected sentences are containing some minor errors
+- the explanations of corrections are far from optimal, they often refer to some additional words as mented in explanations which are not necessary
+- the output repeats itself
+- the output list is sometimes broken into two lists 
 The low quality is probably caused by very low volume of training data - 100 rows, low amount of combinations which can be then hardly generalized. 
 
 ### Example 1
@@ -39,8 +44,10 @@ Repairs:
 Repairs:
 - The verb "gemachen" is in the wrong form, it should be "gemacht" - this is the third person singular of the verb "machen" in the past tense.#### End AI %}
 Repairs:
+
 ## Training procedure
-Trained on: 1x RTX A6000 , 30GB Ram, 130GB Disc 
+Trained on: 1x RTX A6000
+Used: 30GB Ram, 47GB GPU, 130GB Disc 
 8 Epochs, cca 25 minutes, Loss: 0.36
 
 The following `bitsandbytes` quantization config was used during training: