Fix dataclass import compatibility in client script
Browse files- vortex_embed_v4_5.py +44 -16
vortex_embed_v4_5.py
CHANGED
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@@ -19,28 +19,56 @@ except ImportError:
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Tokenizer = None
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@dataclass
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class VortexEmbedConfig:
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@classmethod
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def from_dict(cls, d: dict) -> "VortexEmbedConfig":
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return cls(**kw)
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def to_dict(self) -> dict:
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return {
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class VortexEmbedV4_5:
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Tokenizer = None
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class VortexEmbedConfig:
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def __init__(
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self,
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vocab_size: int = 29528,
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embedding_dim: int = 256,
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block_size: int = 32,
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num_blocks: int = 8,
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model_type: str = "vortex-embed",
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architectures: Optional[List[str]] = None,
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quantization: str = "lf4",
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bits: int = 4,
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sif_a: float = 0.05,
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sif_pc: float = 1.0,
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pc_k: int = 1,
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matryoshka_dim: Optional[int] = None,
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**kwargs,
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):
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self.vocab_size = vocab_size
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self.embedding_dim = embedding_dim
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self.block_size = block_size
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self.num_blocks = num_blocks
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self.model_type = model_type
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self.architectures = architectures or ["VortexEmbedV4_5"]
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self.quantization = quantization
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self.bits = bits
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self.sif_a = sif_a
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self.sif_pc = sif_pc
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self.pc_k = pc_k
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self.matryoshka_dim = matryoshka_dim
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@classmethod
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def from_dict(cls, d: dict) -> "VortexEmbedConfig":
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return cls(**d)
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def to_dict(self) -> dict:
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return {
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"vocab_size": self.vocab_size,
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"embedding_dim": self.embedding_dim,
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"block_size": self.block_size,
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"num_blocks": self.num_blocks,
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"model_type": self.model_type,
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"architectures": self.architectures,
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"quantization": self.quantization,
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"bits": self.bits,
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"sif_a": self.sif_a,
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"sif_pc": self.sif_pc,
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"pc_k": self.pc_k,
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"matryoshka_dim": self.matryoshka_dim,
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}
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class VortexEmbedV4_5:
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