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Hugging Face Transformers Integration for Q-TensorFormer.
Provides first-class Hugging Face ecosystem compatibility:
- QTensorFormerConfig (inherits PretrainedConfig)
- QTensorFormerForCausalLM (inherits PreTrainedModel, GenerationMixin)
- AutoConfig & AutoModelForCausalLM registration
- Generation support with past_key_values and Adaptive KV Cache
- save_pretrained and from_pretrained serialization
"""
import sys
import os
# Re-export authoritative root implementations
from configuration_qtensorformer import QTensorFormerConfig, factorize_dim
from modeling_qtensorformer import (
QTensorFormerForCausalLM,
QTensorFormerModel,
QTensorFormerPreTrainedModel,
QTensorFormerBlock,
QTensorFormerAttention,
QTensorFormerMLP,
TensorTrainLinear,
AdaptiveKVCache,
PIDResourceController,
QTensorFormerRMSNorm,
)
__all__ = [
"QTensorFormerConfig",
"QTensorFormerForCausalLM",
"QTensorFormerModel",
"QTensorFormerPreTrainedModel",
"QTensorFormerBlock",
"QTensorFormerAttention",
"QTensorFormerMLP",
"TensorTrainLinear",
"AdaptiveKVCache",
"PIDResourceController",
"QTensorFormerRMSNorm",
"factorize_dim",
]
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