LICENSE
README.md
pyproject.toml
prismaquant/__init__.py
prismaquant/_fast_kernel_guard.py
prismaquant/activation_sampling.py
prismaquant/allocator.py
prismaquant/allocator_candidates.py
prismaquant/allocator_solver.py
prismaquant/artifact_registry.py
prismaquant/aura_additivity_gate.py
prismaquant/aura_cost.py
prismaquant/autoscale.py
prismaquant/block_output_match.py
prismaquant/build_production_cache.py
prismaquant/build_rtn_cache.py
prismaquant/calibration_data.py
prismaquant/collapse_config_groups.py
prismaquant/cross_layer_residual.py
prismaquant/decision_units.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/footprint.py
prismaquant/format_registry.py
prismaquant/fp8_dynamic.py
prismaquant/gguf_formats.py
prismaquant/gguf_gptq.py
prismaquant/gguf_iq_formats.py
prismaquant/gpu_guard.py
prismaquant/incremental_measure_quant_cost.py
prismaquant/incremental_probe.py
prismaquant/incremental_shards.py
prismaquant/kl_fisher.py
prismaquant/kl_measurement.py
prismaquant/kl_sensitivity_probe.py
prismaquant/layer_config.py
prismaquant/layer_state_cache.py
prismaquant/layer_streaming.py
prismaquant/measure_quant_cost.py
prismaquant/memory_management.py
prismaquant/mse_promotion.py
prismaquant/mtp_module.py
prismaquant/mx_formats.py
prismaquant/perturbed_x_cache.py
prismaquant/pipeline.py
prismaquant/production_recache.py
prismaquant/production_render_cost.py
prismaquant/production_weight_cache.py
prismaquant/propagated_sensitivity_costs.py
prismaquant/render_score.py
prismaquant/run-pipeline.sh
prismaquant/runtime_shape_validators.py
prismaquant/saturation_select.py
prismaquant/schemas.py
prismaquant/select_validated_frontier.py
prismaquant/sensitivity_coverage.py
prismaquant/sensitivity_probe.py
prismaquant/sensitivity_response.py
prismaquant/serving_profiles.py
prismaquant/source_prefetch.py
prismaquant/streaming_model.py
prismaquant/streaming_production_cache.py
prismaquant/tied_embeddings.py
prismaquant/validate_assignments_kl.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/kernels/nvfp4_fused.py
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/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/qwen3_moe.py
prismaquant/model_profiles/registry.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/lfm2_moe.json
prismaquant/model_profiles/specs/qwen3.json
prismaquant/model_profiles/specs/qwen3_5.json
prismaquant/model_profiles/specs/qwen3_5_dense.json
prismaquant/model_profiles/specs/qwen3_moe.json
prismaquant/observers/__init__.py
prismaquant/serving_profile_specs/gguf.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_allocator_byte_budget_selection.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_shape_mask.py
tests/test_allocator_sibling_aggregation.py
tests/test_allocator_solver_bins.py
tests/test_artifact_registry.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_block_output_match.py
tests/test_build_rtn_cache.py
tests/test_build_sensitivity_ablation_assignments.py
tests/test_calibration_loader.py
tests/test_cost_surrogate_calibration_anchors.py
tests/test_cross_layer_residual.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_dsv4_layer_streaming_rename.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_fast_kernel_guard.py
tests/test_fisher_normalization.py
tests/test_footprint.py
tests/test_format_menu_expansion.py
tests/test_format_registry.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_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_jso_scale_levels.py
tests/test_kl_fisher.py
tests/test_kl_measurement_override_cache.py
tests/test_kl_measurement_teacher_pairing.py
tests/test_kl_sensitivity_probe.py
tests/test_kv_cotangent_path.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_m4_frontier_expert_selection.py
tests/test_measure_quant_cost_packed_experts.py
tests/test_measure_vllm_full_kl.py
tests/test_memory_management.py
tests/test_meta_init_fla_priming.py
tests/test_model_structure.py
tests/test_moe_expert_projection_names.py
tests/test_mse_promotion.py
tests/test_mtp_module_arch.py
tests/test_multilayer_rope_forward.py
tests/test_nvfp4_fused_kernel.py
tests/test_nvfp4_served_act_emulation.py
tests/test_packed_expert_cross_domain_gate.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_packing.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_visual_format.py
tests/test_prismaquant_visual_phase2.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_propagated_sensitivity_costs.py
tests/test_qwen_moe_profile.py
tests/test_render_score.py
tests/test_run_pipeline_defaults.py
tests/test_saturation_select.py
tests/test_schema_validation.py
tests/test_select_validated_frontier.py
tests/test_sensitivity_coverage.py
tests/test_sensitivity_response.py
tests/test_serving_profiles.py
tests/test_shared_pass_state_threading.py
tests/test_smoke_graph_memory_seed.py
tests/test_source_prefetch.py
tests/test_streaming_production_cache.py
tests/test_streaming_text_only_wrapper_config.py
tests/test_tied_lm_head.py
tests/test_validate_assignments_kl.py
tests/test_validate_assignments_kl_bpp.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_weight_session.py