Update README.md

README.md

@@ -6,37 +6,45 @@ language:
 - en
 ---
 from transformers import AutoTokenizer
+
 import transformers
+
 import torch
 
 model = "newsmediabias/UnBIAS-LLama2-Debiaser-Chat-QLoRA"
+
 tokenizer = AutoTokenizer.from_pretrained(model)
 
 pipeline = transformers.pipeline(
+
     "text-generation",
+    
     model=model,
+    
     torch_dtype=torch.float16,
+    
     device_map="auto",
 )
-sys_message = "Task: Please generate a bias-free version of the text provided, ensuring it's free from biases related to  age, gender, politics, social nuances, or economic background, while keeping it roughly the same length as the original:"
 
-prompt="Qatar financing of terrorism and extremist ideology should be enough for the United States to work for sanctions to stop Qatari LNG/oil exports . So what 's the problem ? Well , the money Qatar lavishes on US defense contractors and the cozy relationship Exxon/Rex Tillerson have with Emir Tamim bin Hamad Al Thani Is the US really serious about stopping terrorism ? Nope . Not when Qatar gets away with its crimes . Alaska LNG should be replacing the LNG now being sold by Qatar- and financing terrorism ."
-intput_text=f"<s> <<SYS>> {sys_message} <</SYS>> [INST] {prompt} [/INST]"
+sys_message = "Task:""
+
+prompt=""
+
+intput_text=""
 
 sequences = pipeline(
+
     intput_text,
+    
     do_sample=True,
+    
     top_k=10,
+    
     num_return_sequences=1,
+    
     eos_token_id=tokenizer.eos_token_id,
+    
     max_length=len(prompt)+100,
-    #max_length=200,
 )
 
 res=sequences[0]['generated_text']
-result_part = res.split('[/INST]')[-1]
-clean_result = ''.join(c for c in result_part if c.isprintable())
-print(clean_result)
-
-
-Output is: Qatar financing of terrorism and extremist ideology should be sufficient for the United States to consider imposing sanctions on Qatari LNG/oil exports. However, there are other factors at play, such as the significant investments Qatar makes in US defense contractors and the close relationship between ExxonMobil and the Emir, Tamim bin Hamad Al Thani. It appears that the United States is not fully committed to addressing the issue of terrorism. In light of this, Alaska LNG should be explored as an alternative to the LNG currently sold by Qatar.