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Update GPTQ_loader.py

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oobabooga 2023-03-24 19:54:36 -03:00 committed by GitHub
parent a80aa65986
commit 0a16224451
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1 changed files with 11 additions and 11 deletions
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22
modules/GPTQ_loader.py
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@ -14,7 +14,7 @@ import opt
def load_quantized(model_name):
if not shared.args.gptq_model_type:
if not shared.args.model_type:
# Try to determine model type from model name
model_type = model_name.split('-')[0].lower()
if model_type not in ('llama', 'opt'):
@ -22,10 +22,10 @@ def load_quantized(model_name):
"argument")
exit()
else:
model_type = shared.args.gptq_model_type.lower()
model_type = shared.args.model_type.lower()
if model_type == 'llama':
if not shared.args.gptq_pre_layer:
if not shared.args.pre_layer:
load_quant = llama.load_quant
else:
load_quant = llama_inference_offload.load_quant
@ -37,15 +37,15 @@ def load_quantized(model_name):
path_to_model = Path(f'models/{model_name}')
if path_to_model.name.lower().startswith('llama-7b'):
pt_model = f'llama-7b-{shared.args.gptq_bits}bit.pt'
pt_model = f'llama-7b-{shared.args.wbits}bit.pt'
elif path_to_model.name.lower().startswith('llama-13b'):
pt_model = f'llama-13b-{shared.args.gptq_bits}bit.pt'
pt_model = f'llama-13b-{shared.args.wbits}bit.pt'
elif path_to_model.name.lower().startswith('llama-30b'):
pt_model = f'llama-30b-{shared.args.gptq_bits}bit.pt'
pt_model = f'llama-30b-{shared.args.wbits}bit.pt'
elif path_to_model.name.lower().startswith('llama-65b'):
pt_model = f'llama-65b-{shared.args.gptq_bits}bit.pt'
pt_model = f'llama-65b-{shared.args.wbits}bit.pt'
else:
pt_model = f'{model_name}-{shared.args.gptq_bits}bit.pt'
pt_model = f'{model_name}-{shared.args.wbits}bit.pt'
# Try to find the .pt both in models/ and in the subfolder
pt_path = None
@ -58,10 +58,10 @@ def load_quantized(model_name):
exit()
# qwopqwop200's offload
if shared.args.gptq_pre_layer:
model = load_quant(str(path_to_model), str(pt_path), shared.args.gptq_bits, shared.args.gptq_pre_layer)
if shared.args.pre_layer:
model = load_quant(str(path_to_model), str(pt_path), shared.args.wbits, shared.args.pre_layer)
else:
model = load_quant(str(path_to_model), str(pt_path), shared.args.gptq_bits)
model = load_quant(str(path_to_model), str(pt_path), shared.args.wbits)
# accelerate offload (doesn't work properly)
if shared.args.gpu_memory: