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hub / github.com/OpenBMB/VoxCPM / load_model

Function load_model

src/voxcpm/cli.py:171–236  ·  view source on GitHub ↗
(args)

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169
170
171def load_model(args):
172 from voxcpm.core import VoxCPM
173
174 print("Loading VoxCPM model...", file=sys.stderr)
175
176 zipenhancer_path = getattr(args, "zipenhancer_path", None) or os.environ.get(
177 "ZIPENHANCER_MODEL_PATH", None
178 )
179
180 # Build LoRA config if provided
181 lora_config = None
182 lora_weights_path = getattr(args, "lora_path", None)
183 if lora_weights_path:
184 from voxcpm.model.voxcpm import LoRAConfig
185
186 lora_config = LoRAConfig(
187 enable_lm=not args.lora_disable_lm,
188 enable_dit=not args.lora_disable_dit,
189 enable_proj=args.lora_enable_proj,
190 r=args.lora_r,
191 alpha=args.lora_alpha,
192 dropout=args.lora_dropout,
193 )
194
195 print(
196 f"LoRA config: r={lora_config.r}, alpha={lora_config.alpha}, "
197 f"lm={lora_config.enable_lm}, dit={lora_config.enable_dit}, proj={lora_config.enable_proj}",
198 file=sys.stderr,
199 )
200
201 # Load local model if specified
202 if args.model_path:
203 try:
204 model = VoxCPM(
205 voxcpm_model_path=args.model_path,
206 zipenhancer_model_path=zipenhancer_path,
207 enable_denoiser=not args.no_denoiser,
208 optimize=not args.no_optimize,
209 device=args.device,
210 lora_config=lora_config,
211 lora_weights_path=lora_weights_path,
212 )
213 print("Model loaded (local).", file=sys.stderr)
214 return model
215 except Exception as e:
216 print(f"Failed to load model (local): {e}", file=sys.stderr)
217 sys.exit(1)
218
219 # Load from Hugging Face Hub
220 try:
221 model = VoxCPM.from_pretrained(
222 hf_model_id=args.hf_model_id,
223 load_denoiser=not args.no_denoiser,
224 zipenhancer_model_id=zipenhancer_path,
225 cache_dir=args.cache_dir,
226 local_files_only=args.local_files_only,
227 optimize=not args.no_optimize,
228 device=args.device,

Callers 2

_run_singleFunction · 0.70
cmd_batchFunction · 0.70

Calls 3

LoRAConfigClass · 0.90
VoxCPMClass · 0.90
from_pretrainedMethod · 0.45

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