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from .model import (
PositionalEncoding,
BitTransformerLM,
ReversibleLoggingTransformerEncoderLayer,
example_usage,
example_training_step,
infer_long_sequence,
diffusion_inference,
)
from .telemetry import TelemetrySynthesizer, detect_metric_drift
from .dashboard import plot_telemetry
from .dashboard_app import run_dashboard
from .collapse import collapse_submodel, save_distilled_model
from .safety import hil_safe_inference, demo_hil_safety, safe_sample_with_retry
from .bit_io import (
text_to_bits,
bits_to_text,
infer_text,
)
from .parity import enforce_parity
from .compression import (
compress_bits,
decompress_bits,
model_output_decompress,
pack_bits,
unpack_bits,
)
from .distributed import wrap_fsdp, make_pipeline
from .optimization import configure_optimizer, adjust_learning_rate
from .scale import expand_model
from .distil import distill_step, TelemetryLog
from .quantization import (
quantize_dynamic,
prepare_qat_fx,
convert_qat_fx,
)
from .training import train_loop
from .utils import save_model, load_model, set_dropout
from .hf_checkpoint import hf_login, save_checkpoint, download_checkpoint
from .torch_utils import cpu_autocast
__all__ = [
"PositionalEncoding",
"BitTransformerLM",
"ReversibleLoggingTransformerEncoderLayer",
"example_usage",
"example_training_step",
"TelemetrySynthesizer",
"detect_metric_drift",
"collapse_submodel",
"save_distilled_model",
"hil_safe_inference",
"demo_hil_safety",
"safe_sample_with_retry",
"text_to_bits",
"bits_to_text",
"infer_text",
"enforce_parity",
"plot_telemetry",
"run_dashboard",
"configure_optimizer",
"adjust_learning_rate",
"expand_model",
"distill_step",
"TelemetryLog",
"quantize_dynamic",
"prepare_qat_fx",
"convert_qat_fx",
"train_loop",
"wrap_fsdp",
"make_pipeline",
"compress_bits",
"decompress_bits",
"model_output_decompress",
"pack_bits",
"unpack_bits",
"infer_long_sequence",
"diffusion_inference",
"save_model",
"load_model",
"set_dropout",
"hf_login",
"save_checkpoint",
"download_checkpoint",
"cpu_autocast",
]
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