puzzletron

Modules

`modelopt.torch.puzzletron.activation_scoring`
`modelopt.torch.puzzletron.anymodel`	AnyModel: Architecture-agnostic model compression for HuggingFace models.
`modelopt.torch.puzzletron.artifact_coverage`	Strict identity coverage checks for expensive Puzzletron campaign artifacts.
`modelopt.torch.puzzletron.artifact_import`	Receipt-bound, atomic imports of immutable Puzzletron campaign artifacts.
`modelopt.torch.puzzletron.artifact_import_contract`	Dependency-light validation for receipt-bound imported stage manifests.
`modelopt.torch.puzzletron.artifact_inventory`	Create deterministic, read-only receipts for Puzzletron campaign artifacts.
`modelopt.torch.puzzletron.benchmarks`
`modelopt.torch.puzzletron.block_config`
`modelopt.torch.puzzletron.bypass_distillation`	AutoModel-native block-local distillation for Puzzletron.
`modelopt.torch.puzzletron.campaigns`	Typed, resumable Puzzletron experiment campaigns.
`modelopt.torch.puzzletron.candidates`
`modelopt.torch.puzzletron.checkpoint_transactions`	Transactional helpers for Puzzletron HF checkpoint realizations.
`modelopt.torch.puzzletron.dataset`	Dataset preparation utilities for Puzzletron.
`modelopt.torch.puzzletron.depth`
`modelopt.torch.puzzletron.diagnostics`	Offline diagnostic reports for Puzzletron artifacts.
`modelopt.torch.puzzletron.distillation`	Global distillation stage interfaces.
`modelopt.torch.puzzletron.distributed_eval`	Optional, fault-tolerant distributed evaluation for Puzzletron.
`modelopt.torch.puzzletron.evaluation`	Checkpoint evaluation backends shared by direct and campaign workflows.
`modelopt.torch.puzzletron.execution_record`	Dependency-light validation for immutable Puzzletron stage execution records.
`modelopt.torch.puzzletron.export`	Deployment/export helpers for Puzzletron artifacts.
`modelopt.torch.puzzletron.granularity`	Shared block/subblock granularity contracts for Puzzletron stages.
`modelopt.torch.puzzletron.identity`
`modelopt.torch.puzzletron.manifest`
`modelopt.torch.puzzletron.mip`	MIP-based pruning: model optimization via mixed-integer programming.
`modelopt.torch.puzzletron.orchestration`	Scheduler-neutral Puzzletron campaign orchestration.
`modelopt.torch.puzzletron.pipeline_config`
`modelopt.torch.puzzletron.plugins`	Export utilities for Puzzletron models.
`modelopt.torch.puzzletron.post_mip`	Configurable post-MIP candidate pipelines.
`modelopt.torch.puzzletron.pruning`	Structured pruning mixins and checkpoint utilities for Puzzletron.
`modelopt.torch.puzzletron.replacement_library`	Replacement library for Puzzletron layer substitution.
`modelopt.torch.puzzletron.rpc_eval`	RPC-style cached evaluation primitives for Puzzletron Stage 7.
`modelopt.torch.puzzletron.sampling`
`modelopt.torch.puzzletron.scenarios`	Width/depth scenario identity and artifact layout.
`modelopt.torch.puzzletron.scoring`	Validates and scores model compression solutions by evaluating puzzle solution candidates.
`modelopt.torch.puzzletron.scoring_parent`	Resolve one fingerprinted checkpoint parent for every downstream search stage.
`modelopt.torch.puzzletron.search_space`
`modelopt.torch.puzzletron.security_policy`	Validation helpers for security-sensitive Puzzletron configuration.
`modelopt.torch.puzzletron.solution_registry`	Profile-scoped solution identities shared by evaluation and serving reports.
`modelopt.torch.puzzletron.stage_runner`
`modelopt.torch.puzzletron.stages`	Composable Puzzletron stage handlers.
`modelopt.torch.puzzletron.subblock_stats`	Subblock statistics collection for Puzzletron.
`modelopt.torch.puzzletron.tools`	Shared tools: logging, hydra config, checkpoint utilities, and validation helpers.
`modelopt.torch.puzzletron.utils`	Shared utilities for Puzzletron.