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Update app.py
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app.py
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@@ -62,12 +62,13 @@ for f in all_files:
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hf_models[model_name].append(filename)
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# ---- Merge / display ----
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print("Local models:", local_models)
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print("HF models:", list(hf_models.keys()))
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print("Available models (combined):",
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# Example: load a specific model (like your hubert loader)
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@@ -88,34 +89,49 @@ def load_model(model_name):
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def model_data(model_name,
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"""
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Load model
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Args:
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model_name (str): name of the model (e.g. "homer", "bart")
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use_hf (bool): whether to load from HuggingFace instead of local
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repo_id (str): HuggingFace repo id
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Returns:
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tgt_sr, net_g, vc, version, index_file, if_f0
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"""
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# 1. Locate .pth file
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# -----------------------
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if not use_hf:
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# Local
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else:
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# HuggingFace
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if len(pth_files) == 0:
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raise ValueError(f"No .pth file found for model {model_name}")
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pth_path = pth_files[0]
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hf_models[model_name].append(filename)
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# ---- Merge / display ----
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av_models = sorted(set(local_models) | set(hf_models.keys()))
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print("Local models:", local_models)
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print("HF models:", list(hf_models.keys()))
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print("Available models (combined):", av_models)
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models = local_models
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# Example: load a specific model (like your hubert loader)
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def model_data(model_name, model_root="weights", repo_id="simpsonsaiorg/stream-models", use_hf=False):
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"""
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Load a model either from local disk or HuggingFace repo.
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"""
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if not use_hf:
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# --- Local load ---
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pth_files = [
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os.path.join(model_root, model_name, f)
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for f in os.listdir(os.path.join(model_root, model_name))
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if f.endswith(".pth")
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]
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if len(pth_files) == 0:
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raise ValueError(f"No .pth file found in {model_root}/{model_name}")
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pth_path = pth_files[0]
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index_files = [
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os.path.join(model_root, model_name, f)
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for f in os.listdir(os.path.join(model_root, model_name))
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if f.endswith(".index")
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]
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else:
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# --- HuggingFace load ---
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# List all files in the repo first
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all_files = api.list_repo_files(repo_id)
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model_files = [f for f in all_files if f.startswith(f"weights/{model_name}/")]
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# Find .pth file (pick the first one)
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pth_files = [f for f in model_files if f.endswith(".pth")]
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if not pth_files:
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raise ValueError(f"No .pth file found for model {model_name} in repo")
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pth_path = hf_hub_download(repo_id=repo_id, filename=pth_files[0])
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# Find optional index files (match any pattern like added_IVF*_v2.index)
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index_files = [
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hf_hub_download(repo_id=repo_id, filename=f)
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for f in model_files
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if f.endswith(".index") and "added_IVF" in f
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]
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print(f"Loading {pth_path}")
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if len(pth_files) == 0:
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raise ValueError(f"No .pth file found for model {model_name}")
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pth_path = pth_files[0]
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