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feat: materialize Hugging Face model artifacts (#10825)
* feat(config): add model artifact source contract Assisted-by: Codex:GPT-5 [Codex] * feat(downloader): add authenticated raw-byte progress Assisted-by: Codex:GPT-5 [Codex] * feat(huggingface): resolve immutable snapshot manifests Assisted-by: Codex:GPT-5 [Codex] * feat(models): add artifact storage primitives Assisted-by: Codex:GPT-5 [Codex] * feat(models): materialize pinned Hugging Face snapshots Assisted-by: Codex:GPT-5 [Codex] * feat(models): bind managed snapshots at runtime Assisted-by: Codex:GPT-5 [Codex] * feat(gallery): materialize model artifacts during install Assisted-by: Codex:GPT-5 [Codex] * feat(gallery): declare managed Hugging Face artifacts Assisted-by: Codex:GPT-5 [Codex] * feat(models): preload managed model artifacts Assisted-by: Codex:GPT-5 [Codex] * fix(gallery): retain shared artifact caches on delete Assisted-by: Codex:GPT-5 [Codex] * feat(models): report artifact acquisition progress Assisted-by: Codex:GPT-5 [Codex] * refactor(backends): load managed models from ModelFile Assisted-by: Codex:GPT-5 [Codex] * refactor(backends): load staged speech model snapshots Assisted-by: Codex:GPT-5 [Codex] * refactor(backends): use staged snapshots in engine backends Assisted-by: Codex:GPT-5 [Codex] * test(distributed): cover staged artifact snapshots Assisted-by: Codex:GPT-5 [Codex] * docs: explain managed model artifacts Assisted-by: Codex:GPT-5 [Codex] * docs: add product design context Assisted-by: Codex:GPT-5 [Codex] * feat(ui): show model artifact download progress Assisted-by: Codex:GPT-5 [Codex] * Eagerly materialize Hugging Face artifacts Materialize HF-backed model references as managed GGUF artifacts during load, with lazy download retained only as fallback. Assisted-by: Codex:GPT-5 [shell] * Refactor HF downloads through a shared executor Assisted-by: Codex:GPT-5 [shell] * drop Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
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@@ -17,6 +17,7 @@ import grpc
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sys.path.insert(0, os.path.join(os.path.dirname(__file__), '..', 'common'))
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sys.path.insert(0, os.path.join(os.path.dirname(__file__), 'common'))
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from grpc_auth import get_auth_interceptors
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from model_utils import resolve_model_reference
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@@ -70,7 +71,9 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
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value = value.lower() == "true"
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self.options[key] = value
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model_path = request.Model or "Qwen/Qwen3-ASR-1.7B"
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model_path, local_only = resolve_model_reference(
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request, "Qwen/Qwen3-ASR-1.7B"
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)
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default_dtype = torch.bfloat16 if self.device == "cuda" else torch.float32
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load_dtype = default_dtype
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if "torch_dtype" in self.options:
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@@ -117,6 +120,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
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if attn_implementation:
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forced_aligner_kwargs["attn_implementation"] = attn_implementation
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load_kwargs["forced_aligner_kwargs"] = forced_aligner_kwargs
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load_kwargs["local_files_only"] = local_only
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try:
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print(f"Loading Qwen3-ASR from {model_path}", file=sys.stderr)
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