LICENSE
README.md
pyproject.toml
prismaquant/__init__.py
prismaquant/activation_fair_pricing.py
prismaquant/activation_sampling.py
prismaquant/allocator.py
prismaquant/allocator_candidates.py
prismaquant/allocator_solver.py
prismaquant/anchored_cost.py
prismaquant/aqua_activation_cost.py
prismaquant/artifact_completeness.py
prismaquant/artifact_registry.py
prismaquant/aura_additivity_gate.py
prismaquant/aura_cost.py
prismaquant/autoscale.py
prismaquant/build_cb_learned_bundle.py
prismaquant/build_production_cache.py
prismaquant/build_rtn_cache.py
prismaquant/calibration_data.py
prismaquant/cb_anchored_cost.py
prismaquant/cb_banked_books.py
prismaquant/cb_export_config.py
prismaquant/cb_ladder_cross_family.py
prismaquant/cb_layout.py
prismaquant/cb_ldlq.py
prismaquant/cb_ldlq_atoms.py
prismaquant/cb_ldlq_gate_telemetry.py
prismaquant/cb_ldlq_refinement.py
prismaquant/cb_learned_bundle.py
prismaquant/cb_minchain.py
prismaquant/cb_route_status_gate.py
prismaquant/cb_source_decode.py
prismaquant/cb_warm_state.py
prismaquant/cost_stage_checkpoint.py
prismaquant/cost_streaming.py
prismaquant/d03_exact_rate.py
prismaquant/decision_units.py
prismaquant/dense_anchored_cb.py
prismaquant/dspark_matched_performance.py
prismaquant/dspark_matched_performance_collector.py
prismaquant/dspark_serving_profile.py
prismaquant/dspark_source_metadata.py
prismaquant/dsv4_aura_cb_reprice.py
prismaquant/dsv4_campaign_completion.py
prismaquant/dsv4_w8a16_export_handoff.py
prismaquant/emu_forward_kl.py
prismaquant/expert_empirical_cost.py
prismaquant/export_batched_gptq.py
prismaquant/export_gguf.py
prismaquant/export_gguf_direct.py
prismaquant/export_native_compressed.py
prismaquant/export_nvfp4_cb.py
prismaquant/export_nvfp4_cb_streaming.py
prismaquant/export_output_safety.py
prismaquant/fisher_col_weights.py
prismaquant/footprint.py
prismaquant/format_cost_protocol.py
prismaquant/format_cost_registry.py
prismaquant/format_registry.py
prismaquant/fp8_dynamic.py
prismaquant/gguf_formats.py
prismaquant/gguf_gptq.py
prismaquant/gguf_iq_formats.py
prismaquant/gguf_kl_evaluator.py
prismaquant/gpu_guard.py
prismaquant/gridbook_assignment.py
prismaquant/gridbook_environment.py
prismaquant/gridbook_lane_eligibility.py
prismaquant/gridbook_runtime_pin.py
prismaquant/gridbook_serving_runtime_pin.py
prismaquant/incremental_measure_quant_cost.py
prismaquant/incremental_probe.py
prismaquant/incremental_shards.py
prismaquant/index_entropy.py
prismaquant/kl_fisher.py
prismaquant/kl_measurement.py
prismaquant/lane_spec.py
prismaquant/layer_config.py
prismaquant/layer_state_cache.py
prismaquant/layer_streaming.py
prismaquant/measure_quant_cost.py
prismaquant/memory_management.py
prismaquant/model_walk.py
prismaquant/moe_imatrix.py
prismaquant/mtp_rung_selection.py
prismaquant/mx_formats.py
prismaquant/mxfp4_widen.py
prismaquant/native_baseline_feasibility.py
prismaquant/nvfp4_activation_contract.py
prismaquant/nvfp4_cb_footprint.py
prismaquant/nvfp4_cb_formats.py
prismaquant/per_row_pricing.py
prismaquant/perturbed_x_cache.py
prismaquant/pipeline.py
prismaquant/production_recache.py
prismaquant/production_render_cost.py
prismaquant/production_weight_cache.py
prismaquant/read_traffic.py
prismaquant/render_score.py
prismaquant/research_cost_acceptance.py
prismaquant/rotation_ldlq_pilot.py
prismaquant/routed_experts.py
prismaquant/routed_moe_codebooks.py
prismaquant/row_dispersion.py
prismaquant/run-pipeline.sh
prismaquant/runtime_shape_validators.py
prismaquant/saturation_select.py
prismaquant/schemas.py
prismaquant/select_validated_frontier.py
prismaquant/sensitivity_card.py
prismaquant/sensitivity_card_allocate.py
prismaquant/sensitivity_card_build.py
prismaquant/sensitivity_coverage.py
prismaquant/sensitivity_probe.py
prismaquant/serve_constraints.py
prismaquant/serve_dispatch_table.py
prismaquant/serving_profiles.py
prismaquant/shard_layout.py
prismaquant/shipcard.py
prismaquant/shipcard_cli.py
prismaquant/source_class_format_plan.py
prismaquant/source_prefetch.py
prismaquant/speed_quality_frontier.py
prismaquant/streaming_model.py
prismaquant/streaming_production_cache.py
prismaquant/tied_embeddings.py
prismaquant/tier2_per_expert_counterfactual.py
prismaquant/validate_assignments_kl.py
prismaquant/validate_cb_endpoint.py
prismaquant/validate_cb_performance.py
prismaquant/validate_dspark_target_draft.py
prismaquant/validate_native_export.py
prismaquant/validate_quantized_model.py
prismaquant/validation_harness.py
prismaquant/weight_session.py
prismaquant.egg-info/PKG-INFO
prismaquant.egg-info/SOURCES.txt
prismaquant.egg-info/dependency_links.txt
prismaquant.egg-info/requires.txt
prismaquant.egg-info/top_level.txt
prismaquant/data/iq_grids.pt
prismaquant/data/nvfp4_cb_lattices.pt
prismaquant/gridbook_runtime/gridbook_runtime.sh
prismaquant/gridbook_runtime/gridbook_runtime_contract.0.8.10.json
prismaquant/gridbook_runtime/gridbook_runtime_contract.0.8.11.json
prismaquant/gridbook_runtime/gridbook_runtime_contract_index.json
prismaquant/gridbook_runtime/gridbook_runtime_pin.json
prismaquant/gridbook_runtime/gridbook_serving_runtime.sh
prismaquant/gridbook_runtime/gridbook_serving_runtime_pin.json
prismaquant/kernels/__init__.py
prismaquant/kernels/nvfp4_fused.py
prismaquant/lane_specs/compressed_tensors.json
prismaquant/lane_specs/gguf.json
prismaquant/lane_specs/nvfp4_cb.json
prismaquant/model_profiles/__init__.py
prismaquant/model_profiles/base.py
prismaquant/model_profiles/deepseek_v4.py
prismaquant/model_profiles/default.py
prismaquant/model_profiles/gemma4.py
prismaquant/model_profiles/hy_v3.py
prismaquant/model_profiles/laguna.py
prismaquant/model_profiles/lfm2_moe.py
prismaquant/model_profiles/minimax_m2.py
prismaquant/model_profiles/qwen3.py
prismaquant/model_profiles/qwen3_5.py
prismaquant/model_profiles/qwen3_5_dense.py
prismaquant/model_profiles/registry.py
prismaquant/model_profiles/spec_profile.py
prismaquant/model_profiles/structure.py
prismaquant/model_profiles/validate.py
prismaquant/model_profiles/vllm_registry.py
prismaquant/model_profiles/specs/deepseek_v4.json
prismaquant/model_profiles/specs/gemma4.json
prismaquant/model_profiles/specs/hy_v3.json
prismaquant/model_profiles/specs/laguna.json
prismaquant/model_profiles/specs/lfm2_moe.json
prismaquant/model_profiles/specs/minimax_m2.json
prismaquant/model_profiles/specs/qwen3.json
prismaquant/model_profiles/specs/qwen3_5.json
prismaquant/model_profiles/specs/qwen3_5_dense.json
prismaquant/serve_dispatch_tables/gridbook_gb10_2026-08-01.example.json
prismaquant/serving_profile_specs/gguf.json
prismaquant/serving_profile_specs/nvfp4_cb.json
prismaquant/serving_profile_specs/research.json
prismaquant/serving_profile_specs/vllm_packed_moe.json
prismaquant/serving_profile_specs/vllm_qwen3_5_packed_moe.json
prismaquant/vendored/__init__.py
prismaquant/vendored/dsv4_probe_experts.py
prismaquant/vendored/transformers_deepseek_v4/__init__.py
prismaquant/vendored/transformers_deepseek_v4/configuration_deepseek_v4.py
prismaquant/vendored/transformers_deepseek_v4/modeling_deepseek_v4.py
prismaquant/vendored/transformers_deepseek_v4/modular_deepseek_v4.py
prismaquant/vendored/transformers_qwen3/__init__.py
prismaquant/vendored/transformers_qwen3/modeling_qwen3.py
tests/test_activation_fair_pricing.py
tests/test_allocator_byte_budget_selection.py
tests/test_allocator_dual_interval.py
tests/test_allocator_kneedle.py
tests/test_allocator_main_enforcement.py
tests/test_allocator_packed_group_units.py
tests/test_allocator_pareto_seed_export.py
tests/test_allocator_promotion_legality.py
tests/test_allocator_serve_constraints.py
tests/test_allocator_shape_mask.py
tests/test_allocator_sibling_aggregation.py
tests/test_allocator_solver_bins.py
tests/test_allocator_source_bpp_legality.py
tests/test_anchored_aura_admission.py
tests/test_anchored_cost.py
tests/test_aqua_activation_cost.py
tests/test_aqua_dsv4_source_materialization.py
tests/test_architecture_doc.py
tests/test_artifact_completeness_namespaces.py
tests/test_artifact_completeness_routed_per_role.py
tests/test_artifact_registry.py
tests/test_aura_cb_reprice_preflight.py
tests/test_aura_checkpoint_resume_identity.py
tests/test_aura_cost.py
tests/test_aura_cost_auto_dtype.py
tests/test_autoscale_act_width.py
tests/test_autoscale_fp8_resident.py
tests/test_bit_attribution.py
tests/test_bit_exact_cost_pricing.py
tests/test_bitrate_select.py
tests/test_build_dsv4_dspark_cb_sidecar_inputs.py
tests/test_build_rtn_cache.py
tests/test_build_sensitivity_ablation_assignments.py
tests/test_calibration_loader.py
tests/test_calibration_stability_study.py
tests/test_cb_banked_books.py
tests/test_cb_banked_bundle_builder.py
tests/test_cb_cache_pair_resume_identity.py
tests/test_cb_export_config.py
tests/test_cb_export_pipeline.py
tests/test_cb_ladder_cross_family.py
tests/test_cb_lane_sharding.py
tests/test_cb_layout.py
tests/test_cb_ldlq.py
tests/test_cb_ldlq_atoms.py
tests/test_cb_ldlq_canonical_e16.py
tests/test_cb_ldlq_gate.py
tests/test_cb_ldlq_gate_chunked.py
tests/test_cb_ldlq_gate_telemetry.py
tests/test_cb_ldlq_raw_cost_sidecar.py
tests/test_cb_ldlq_unrouted_fail_closed.py
tests/test_cb_learned_bundle.py
tests/test_cb_minchain.py
tests/test_cb_moe_role_sidecar_accounting.py
tests/test_cb_research_script_accounting.py
tests/test_cb_route_status_gate.py
tests/test_cb_serialization_contract.py
tests/test_cb_warm_state.py
tests/test_cbl_scope_identity.py
tests/test_col_weights_render_identity.py
tests/test_cold_expert_atlas.py
tests/test_container_runtime_identity.py
tests/test_cost_activation_row_usage.py
tests/test_cost_surrogate_calibration_anchors.py
tests/test_d03_exact_rate.py
tests/test_decision_units.py
tests/test_deepseek_v4_profile.py
tests/test_diverse_calibration_builder.py
tests/test_docs_entrypoints.py
tests/test_docs_staleness.py
tests/test_dspark_cb_sidecar_contract.py
tests/test_dspark_cb_streaming_sidecar.py
tests/test_dspark_matched_performance.py
tests/test_dspark_matched_performance_collector.py
tests/test_dspark_serving_profile.py
tests/test_dspark_source_metadata.py
tests/test_dsv4_acceptance_v2.py
tests/test_dsv4_afast_campaign.py
tests/test_dsv4_aura_cb_reprice.py
tests/test_dsv4_aura_replay.py
tests/test_dsv4_campaign_completion.py
tests/test_dsv4_campaign_tools.py
tests/test_dsv4_gridbook_gold_contract.py
tests/test_dsv4_layer_streaming_rename.py
tests/test_dsv4_mtp_fp8_scale_pairing.py
tests/test_dsv4_nested_rotary_init.py
tests/test_dsv4_packed_expert_export_bridge.py
tests/test_dsv4_pooled_book_tools.py
tests/test_dsv4_serve_source_snapshot.py
tests/test_dsv4_w8a16_export_handoff.py
tests/test_dsv4_wikitext_inputs.py
tests/test_expert_cost_subsample.py
tests/test_expert_empirical_cost.py
tests/test_export_batched_gptq.py
tests/test_export_cache_resume.py
tests/test_export_inline_expert_gptq.py
tests/test_export_output_safety.py
tests/test_fisher_col_weights.py
tests/test_fisher_normalization.py
tests/test_footprint.py
tests/test_format_choice_stage0_source.py
tests/test_format_menu_expansion.py
tests/test_format_registry.py
tests/test_full_kl_teacher_payload.py
tests/test_gemma4_rotary_init.py
tests/test_gguf_formats.py
tests/test_gguf_gptq.py
tests/test_gguf_iq_formats.py
tests/test_gpu_guard.py
tests/test_gridbook_artifact_conformance.py
tests/test_gridbook_attestation_interop.py
tests/test_gridbook_environment.py
tests/test_gridbook_runtime_boundary.py
tests/test_gridbook_runtime_contract.py
tests/test_gridbook_runtime_pin.py
tests/test_gridbook_serving_runtime_pin.py
tests/test_incomplete_fused_group.py
tests/test_incomplete_fused_ignore.py
tests/test_incremental_measure_quant_cost.py
tests/test_incremental_probe.py
tests/test_incremental_probe_kv_shared_guard.py
tests/test_incremental_shards.py
tests/test_interpolated_output_mse_pricing.py
tests/test_jso_scale_levels.py
tests/test_kl_ab.py
tests/test_kl_fisher.py
tests/test_kl_measurement_teacher_pairing.py
tests/test_kl_per_sequence_tail.py
tests/test_kv_cotangent_path.py
tests/test_lane_spec_and_gguf_kl.py
tests/test_layer_config.py
tests/test_layer_state_cache.py
tests/test_layer_streaming.py
tests/test_layer_streaming_fp8.py
tests/test_layer_streaming_mxfp4.py
tests/test_linear_attention_mask_routing.py
tests/test_m4_frontier_expert_selection.py
tests/test_make_uniform_assignment.py
tests/test_math_reunderwrite_pins.py
tests/test_measure_quant_cost_packed_experts.py
tests/test_measure_served_gold.py
tests/test_measure_vllm_full_kl.py
tests/test_memory_management.py
tests/test_meta_init_fla_priming.py
tests/test_minimax_m2_spec.py
tests/test_model_profile_conformance.py
tests/test_model_structure.py
tests/test_model_walk.py
tests/test_moe_expert_projection_names.py
tests/test_moe_imatrix.py
tests/test_mtp_module_arch.py
tests/test_mtp_rung_selection.py
tests/test_multilayer_rope_forward.py
tests/test_mxfp4_widen.py
tests/test_mxfp8_ue8m0.py
tests/test_native_baseline_feasibility.py
tests/test_nvfp4_a16_render_equivalence.py
tests/test_nvfp4_activation_contract.py
tests/test_nvfp4_cb_encode_perf_identity.py
tests/test_nvfp4_cb_formats.py
tests/test_nvfp4_cb_harness.py
tests/test_nvfp4_cb_pipeline.py
tests/test_nvfp4_cb_streaming.py
tests/test_nvfp4_codebook_cache.py
tests/test_nvfp4_fused_kernel.py
tests/test_nvfp4_served_act_emulation.py
tests/test_packed_expert_aqua_marginals.py
tests/test_packed_expert_cross_domain_gate.py
tests/test_packed_expert_eval_activation_quant.py
tests/test_packed_expert_per_token_fisher.py
tests/test_packed_experts_moe_interface_probe.py
tests/test_packed_probe_estimator_guard.py
tests/test_paper_claims.py
tests/test_per_expert_cb_export.py
tests/test_per_expert_packing.py
tests/test_per_row_pricing.py
tests/test_per_rung_codebook_source.py
tests/test_perturbed_x_cache.py
tests/test_pipeline_contracts.py
tests/test_prismaquant_export_native_compressed.py
tests/test_prismaquant_native_math.py
tests/test_prismaquant_runtime_snapshot.py
tests/test_prismaquant_source_bootstrap.py
tests/test_prismaquant_visual_format.py
tests/test_prismaquant_visual_phase2.py
tests/test_probe_linear_exclude.py
tests/test_probe_marginals.py
tests/test_probe_shard_reuse.py
tests/test_production_render_cost.py
tests/test_production_weight_cache.py
tests/test_profile_detection_and_calibration.py
tests/test_profile_export_lanes.py
tests/test_publish_artifact.py
tests/test_quantized_embedding_declaration.py
tests/test_qwen35_linear_attention_integration.py
tests/test_qwen3_5_text_only_namespace.py
tests/test_qwen3_profile.py
tests/test_qwen_moe_profile.py
tests/test_read_traffic.py
tests/test_render_score.py
tests/test_research_cost_acceptance.py
tests/test_resident_routed_moe_cbl.py
tests/test_rotation_ldlq_pilot.py
tests/test_routed_expert_namespace_aliasing.py
tests/test_row_chunked_qdq.py
tests/test_row_dispersion.py
tests/test_run_pipeline_defaults.py
tests/test_runtime_snapshot_judge_split.py
tests/test_saturation_select.py
tests/test_schema_validation.py
tests/test_select_validated_frontier.py
tests/test_sensitivity_card.py
tests/test_sensitivity_card_allocate.py
tests/test_sensitivity_coverage.py
tests/test_serve_constraints.py
tests/test_serve_dispatch_table.py
tests/test_serve_fingerprint_descendants.py
tests/test_serving_lane_metadata.py
tests/test_serving_profiles.py
tests/test_shard_layout.py
tests/test_shared_pass_state_threading.py
tests/test_shipcard.py
tests/test_shipcard_git_provenance.py
tests/test_shipcard_gold_replay.py
tests/test_smoke_graph_memory_seed.py
tests/test_source_class_format_plan.py
tests/test_source_passthrough_family.py
tests/test_source_prefetch.py
tests/test_spec_match_profile.py
tests/test_speed_quality_frontier.py
tests/test_stage_settings_guard.py
tests/test_streamed_cache_slots.py
tests/test_streamed_cb_format_menu.py
tests/test_streamed_cost_checkpoints.py
tests/test_streamed_model_identity.py
tests/test_streaming_production_cache.py
tests/test_streaming_text_only_wrapper_config.py
tests/test_tied_lm_head.py
tests/test_tier2_per_expert_counterfactual.py
tests/test_unrouted_expert_col_weights.py
tests/test_unrouted_expert_weight_only_rows.py
tests/test_validate_assignments_kl.py
tests/test_validate_assignments_kl_bpp.py
tests/test_validate_cb_endpoint.py
tests/test_validate_cb_endpoint_dspark_sidecar.py
tests/test_validate_cb_endpoint_plain.py
tests/test_validate_cb_endpoint_split_and_per_role.py
tests/test_validate_cb_performance.py
tests/test_validate_dspark_target_draft.py
tests/test_validate_native_export.py
tests/test_validate_quantized_model.py
tests/test_validated_frontier_holdout.py
tests/test_validation_harness.py
tests/test_vendored_override_gate.py
tests/test_vendored_qwen3.py
tests/test_wave3_selection_and_provenance.py
tests/test_weight_session.py
tests/test_wikitext_ppl_contract.py