Add more model querying utilities

This commit is contained in:
Gnome Ann
2022-06-18 18:16:56 -04:00
parent e143963161
commit f7ffdd7b6b
2 changed files with 43 additions and 4 deletions

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@ -1805,7 +1805,7 @@ def load_model(use_gpu=True, gpu_layers=None, initial_load=False, online_model="
metamodel = AutoModelForCausalLM.from_config(model_config)
except Exception as e:
metamodel = GPTNeoForCausalLM.from_config(model_config)
vars.layer_param_names = utils.get_layer_param_names(metamodel)
vars.layer_param_names = utils.get_layers_module_names(metamodel)
with maybe_use_float16(), torch_lazy_loader.use_lazy_torch_load(enable=vars.lazy_load, callback=get_lazy_load_callback(utils.num_layers(model_config)) if vars.lazy_load else None, dematerialized_modules=True):
if(vars.lazy_load): # torch_lazy_loader.py and low_cpu_mem_usage can't be used at the same time
lowmem = {}