docs: update get started and tags

README.md

@@ -4,9 +4,41 @@ license: other
 datasets:
 - ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered
 tags:
-- wiwardlm
+- wizardlm
 - uncensored
 - gptq
+- auto-gptq
 - 7b
 - llama
----
+---
+
+# Get Started
+
+
+```py
+from transformers import AutoTokenizer, pipeline, AutoModelForCausalLM, LlamaForCausalLM, LlamaTokenizer, StoppingCriteria, PreTrainedTokenizerBase
+from auto_gptq import AutoGPTQForCausalLM
+
+model_id = 'seonglae/wizardlm-7b-uncensored-gptq'
+tokenizer = AutoTokenizer.from_pretrained(model_id, use_fast=True)
+model = AutoGPTQForCausalLM.from_quantized(
+        model_id,
+        model_basename=model_basename,
+        trust_remote_code=True,
+        device='cuda:0',
+        use_triton=False,
+        use_safetensors=True,
+)
+
+pipe = pipeline(
+      "text-generation",
+      model=model,
+      tokenizer=tokenizer,
+      temperature=0.5,
+      top_p=0.95,
+      max_new_tokens=100,
+      repetition_penalty=1.15,
+)
+prompt = "USER: Are you AI?\nASSISTANT:"
+pipe(prompt)
+```