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If only 1 model is available, load that model

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oobabooga 2023-04-13 11:44:10 -03:00
parent 8b482b4127
commit fbb448ce4f
1 changed files with 29 additions and 24 deletions
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53
server.py
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@ -209,8 +209,8 @@ def list_model_parameters():
# Model parameters: update the command-line arguments based on the interface values # Model parameters: update the command-line arguments based on the interface values
def update_model_parameters(*args): def update_model_parameters(*args):
args = list(args) # the values of the parameters args = list(args) # the values of the parameters
elements = list_model_parameters() # the names of the parameters elements = list_model_parameters() # the names of the parameters
gpu_memories = [] gpu_memories = []
for i, element in enumerate(elements): for i, element in enumerate(elements):
@ -232,8 +232,8 @@ def update_model_parameters(*args):
elif element == 'cpu_memory' and args[i] is not None: elif element == 'cpu_memory' and args[i] is not None:
args[i] = f"{args[i]}MiB" args[i] = f"{args[i]}MiB"
#print(element, repr(eval(f"shared.args.{element}")), repr(args[i])) # print(element, repr(eval(f"shared.args.{element}")), repr(args[i]))
#print(f"shared.args.{element} = args[i]") # print(f"shared.args.{element} = args[i]")
exec(f"shared.args.{element} = args[i]") exec(f"shared.args.{element} = args[i]")
found_positive = False found_positive = False
@ -251,7 +251,7 @@ def create_model_menus():
# Finding the default values for the GPU and CPU memories # Finding the default values for the GPU and CPU memories
total_mem = [] total_mem = []
for i in range(torch.cuda.device_count()): for i in range(torch.cuda.device_count()):
total_mem.append(math.floor(torch.cuda.get_device_properties(i).total_memory / (1024*1024))) total_mem.append(math.floor(torch.cuda.get_device_properties(i).total_memory / (1024 * 1024)))
default_gpu_mem = [] default_gpu_mem = []
if shared.args.gpu_memory is not None and len(shared.args.gpu_memory) > 0: if shared.args.gpu_memory is not None and len(shared.args.gpu_memory) > 0:
@ -259,11 +259,11 @@ def create_model_menus():
if 'mib' in i.lower(): if 'mib' in i.lower():
default_gpu_mem.append(int(re.sub('[a-zA-Z ]', '', i))) default_gpu_mem.append(int(re.sub('[a-zA-Z ]', '', i)))
else: else:
default_gpu_mem.append(int(re.sub('[a-zA-Z ]', '', i))*1000) default_gpu_mem.append(int(re.sub('[a-zA-Z ]', '', i)) * 1000)
while len(default_gpu_mem) < len(total_mem): while len(default_gpu_mem) < len(total_mem):
default_gpu_mem.append(0) default_gpu_mem.append(0)
total_cpu_mem = math.floor(psutil.virtual_memory().total / (1024*1024)) total_cpu_mem = math.floor(psutil.virtual_memory().total / (1024 * 1024))
if shared.args.cpu_memory is not None: if shared.args.cpu_memory is not None:
default_cpu_mem = re.sub('[a-zA-Z ]', '', shared.args.cpu_memory) default_cpu_mem = re.sub('[a-zA-Z ]', '', shared.args.cpu_memory)
else: else:
@ -441,16 +441,19 @@ else:
if extension not in shared.args.extensions: if extension not in shared.args.extensions:
shared.args.extensions.append(extension) shared.args.extensions.append(extension)
# Default model # Model defined through --model
if shared.args.model is not None: if shared.args.model is not None:
shared.model_name = shared.args.model shared.model_name = shared.args.model
shared.model, shared.tokenizer = load_model(shared.model_name)
# Only one model is available
elif len(available_models) == 1:
shared.model_name = available_models[0]
# Select the model from a command-line menu
elif shared.args.model_menu: elif shared.args.model_menu:
if len(available_models) == 0: if len(available_models) == 0:
print('No models are available! Please download at least one.') print('No models are available! Please download at least one.')
sys.exit(0) sys.exit(0)
elif len(available_models) == 1:
i = 0
else: else:
print('The following models are available:\n') print('The following models are available:\n')
for i, model in enumerate(available_models): for i, model in enumerate(available_models):
@ -459,10 +462,12 @@ elif shared.args.model_menu:
i = int(input()) - 1 i = int(input()) - 1
print() print()
shared.model_name = available_models[i] shared.model_name = available_models[i]
shared.model, shared.tokenizer = load_model(shared.model_name)
if shared.args.model is not None and shared.args.lora: # If any model has been selected, load it
add_lora_to_model(shared.args.lora) if shared.model_name != 'None':
shared.model, shared.tokenizer = load_model(shared.model_name)
if shared.args.lora:
add_lora_to_model(shared.args.lora)
# Default UI settings # Default UI settings
default_preset = shared.settings['presets'][next((k for k in shared.settings['presets'] if re.match(k.lower(), shared.model_name.lower())), 'default')] default_preset = shared.settings['presets'][next((k for k in shared.settings['presets'] if re.match(k.lower(), shared.model_name.lower())), 'default')]
@ -685,14 +690,14 @@ def create_interface():
gen_events.append(shared.gradio['Generate'].click( gen_events.append(shared.gradio['Generate'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream)#.then( generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream) # .then(
#None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}")
) )
gen_events.append(shared.gradio['textbox'].submit( gen_events.append(shared.gradio['textbox'].submit(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream)#.then( generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream) # .then(
#None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[0]; element.scrollTop = element.scrollHeight}")
) )
shared.gradio['Stop'].click(stop_everything_event, None, None, queue=False, cancels=gen_events if shared.args.no_stream else None) shared.gradio['Stop'].click(stop_everything_event, None, None, queue=False, cancels=gen_events if shared.args.no_stream else None)
@ -744,20 +749,20 @@ def create_interface():
gen_events.append(shared.gradio['Generate'].click( gen_events.append(shared.gradio['Generate'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream)#.then( generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream) # .then(
#None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}")
) )
gen_events.append(shared.gradio['textbox'].submit( gen_events.append(shared.gradio['textbox'].submit(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream)#.then( generate_reply, shared.input_params, output_params, show_progress=shared.args.no_stream) # .then(
#None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}")
) )
gen_events.append(shared.gradio['Continue'].click( gen_events.append(shared.gradio['Continue'].click(
ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then( ui.gather_interface_values, [shared.gradio[k] for k in shared.input_elements], shared.gradio['interface_state']).then(
generate_reply, [shared.gradio['output_textbox']] + shared.input_params[1:], output_params, show_progress=shared.args.no_stream)#.then( generate_reply, [shared.gradio['output_textbox']] + shared.input_params[1:], output_params, show_progress=shared.args.no_stream) # .then(
#None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}") # None, None, None, _js="() => {element = document.getElementsByTagName('textarea')[1]; element.scrollTop = element.scrollHeight}")
) )
shared.gradio['Stop'].click(stop_everything_event, None, None, queue=False, cancels=gen_events if shared.args.no_stream else None) shared.gradio['Stop'].click(stop_everything_event, None, None, queue=False, cancels=gen_events if shared.args.no_stream else None)