Update README.md

README.md

@@ -3,3 +3,32 @@ license: afl-3.0
 ---
 # Docto Bot
 
+## Usage ((HuggingFace Transformers))
+```
+pip install -U transformers
+```
+
+```
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("docto/Docto-Bot")
+model = AutoModelForCausalLM.from_pretrained("docto/Docto-Bot")
+
+prompt_text = 'Question: I am having fever\nAnswer:'
+encoded_prompt = tokenizer.encode(prompt_text,
+                                  add_special_tokens = False,
+                                  return_tensors = 'pt')
+output_sequences = model.generate(
+    input_ids = encoded_prompt,
+    max_length = 700,
+    temperature = 0.9,
+    top_k = 20,
+    top_p = 0.9,
+    repetition_penalty = 1,
+    do_sample = True,
+    num_return_sequences = 4
+)
+result = tokenizer.decode(random.choice(output_sequences))
+result = result[result.index("Answer: "):result.index(special_token)]
+print(result[2:])
+```