SOME MORE MOSHNA

app.py

@@ -9,8 +9,7 @@ bnb_config = BitsAndBytesConfig(
     bnb_4bit_quant_type="nf4",
     bnb_4bit_compute_dtype=torch.bfloat16,
     bnb_4bit_use_double_quant=True,
-    llm_int8_enable_fp32_cpu_offload=True,
-
+    llm_int8_enable_fp32_cpu_offload=True
 )
 
 tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
@@ -23,7 +22,7 @@ device_map = {
     "lm_head": "cpu",
 }
 
-model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True, quantization_config=bnb_config, device_map=device_map)
+model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True, quantization_config=bnb_config, device_map="cpu")
 model.generation_config = GenerationConfig.from_pretrained(model_name)
 
 messages = [