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hub / github.com/ServerlessLLM/ServerlessLLM / deploy_model

Function deploy_model

sllm/cli/_cli_utils.py:110–261  ·  view source on GitHub ↗
(
    model,
    config=None,
    backend=None,
    num_gpus=None,
    target=None,
    min_instances=None,
    max_instances=None,
    enable_lora=None,
    lora_adapters=None,
    precision=None,
)

Source from the content-addressed store, hash-verified

108
109
110def deploy_model(
111 model,
112 config=None,
113 backend=None,
114 num_gpus=None,
115 target=None,
116 min_instances=None,
117 max_instances=None,
118 enable_lora=None,
119 lora_adapters=None,
120 precision=None,
121):
122 default_config_path = os.path.abspath(
123 os.path.join(os.path.dirname(__file__), "default_config.json")
124 )
125
126 if not os.path.exists(default_config_path):
127 print(f"[ERROR] Default config not found at {default_config_path}")
128 return
129
130 config_data = read_config(default_config_path)
131
132 if config:
133 # Try to find the config file in multiple locations
134 config_path = None
135 search_paths = [
136 os.path.abspath(
137 config
138 ), # Absolute or relative to current directory
139 os.path.join(
140 os.path.dirname(__file__), config
141 ), # Relative to sllm package
142 os.path.expanduser(f"~/.sllm/{config}"), # User config directory
143 os.path.join("/etc/sllm", config), # System config directory
144 ]
145
146 for path in search_paths:
147 if os.path.exists(path):
148 config_path = path
149 break
150
151 if not config_path:
152 print(
153 f"[ERROR] Config file '{config}' not found in any of these locations:"
154 )
155 for path in search_paths:
156 print(f" - {path}")
157 print("")
158 print("Available config files:")
159 # Show available config files in current directory
160 current_dir_configs = [
161 f for f in os.listdir(".") if f.endswith(".json")
162 ]
163 if current_dir_configs:
164 for cf in current_dir_configs:
165 print(f" - {cf}")
166 else:
167 print(" - No JSON config files found in current directory")

Callers 1

deployFunction · 0.90

Calls 4

read_configFunction · 0.85
deep_updateFunction · 0.85
existsMethod · 0.80
getMethod · 0.45

Tested by

no test coverage detected