Spaces:
Runtime error
Runtime error
binqiangliu
commited on
Commit
•
ab440a4
1
Parent(s):
878d57a
Update app.py
Browse files
app.py
CHANGED
@@ -32,7 +32,8 @@ def load_quantized_model(model_name: str):
|
|
32 |
"""
|
33 |
bnb_config = BitsAndBytesConfig(
|
34 |
load_in_4bit=True,
|
35 |
-
bnb_4bit_use_double_quant=True,
|
|
|
36 |
bnb_4bit_quant_type="nf4",
|
37 |
bnb_4bit_compute_dtype=torch.bfloat16
|
38 |
)
|
@@ -40,7 +41,8 @@ def load_quantized_model(model_name: str):
|
|
40 |
model = AutoModelForCausalLM.from_pretrained(
|
41 |
model_name,
|
42 |
load_in_4bit=True,
|
43 |
-
torch_dtype=torch.bfloat16,
|
|
|
44 |
quantization_config=bnb_config
|
45 |
)
|
46 |
return model
|
|
|
32 |
"""
|
33 |
bnb_config = BitsAndBytesConfig(
|
34 |
load_in_4bit=True,
|
35 |
+
#bnb_4bit_use_double_quant=True,
|
36 |
+
bnb_4bit_use_double_quant=False,
|
37 |
bnb_4bit_quant_type="nf4",
|
38 |
bnb_4bit_compute_dtype=torch.bfloat16
|
39 |
)
|
|
|
41 |
model = AutoModelForCausalLM.from_pretrained(
|
42 |
model_name,
|
43 |
load_in_4bit=True,
|
44 |
+
#torch_dtype=torch.bfloat16,
|
45 |
+
#torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
|
46 |
quantization_config=bnb_config
|
47 |
)
|
48 |
return model
|