README.md
pyproject.toml
mechbench_compute/__init__.py
mechbench_compute/_arch.py
mechbench_compute/_attention_mask.py
mechbench_compute/_forward.py
mechbench_compute/_forward_gemma3.py
mechbench_compute/_forward_llama.py
mechbench_compute/_forward_qwen.py
mechbench_compute/_mlx.py
mechbench_compute/_smoke.py
mechbench_compute/_smoke_12b.py
mechbench_compute/_smoke_attribution.py
mechbench_compute/_smoke_bench.py
mechbench_compute/_smoke_bitexact.py
mechbench_compute/_smoke_distill.py
mechbench_compute/_smoke_e2b.py
mechbench_compute/_smoke_interventions.py
mechbench_compute/_smoke_plots.py
mechbench_compute/attribution.py
mechbench_compute/backends.py
mechbench_compute/bench.py
mechbench_compute/bench_items.py
mechbench_compute/block_params.py
mechbench_compute/cache.py
mechbench_compute/checkpoint.py
mechbench_compute/dataflow.py
mechbench_compute/dialects.py
mechbench_compute/distill.py
mechbench_compute/errors.py
mechbench_compute/finetune.py
mechbench_compute/generate.py
mechbench_compute/geometry.py
mechbench_compute/guests.py
mechbench_compute/head_weights.py
mechbench_compute/hooks.py
mechbench_compute/hub.py
mechbench_compute/interventions.py
mechbench_compute/inventory.py
mechbench_compute/isomorphism.py
mechbench_compute/lens.py
mechbench_compute/lm_bridge.py
mechbench_compute/lora.py
mechbench_compute/metrics.py
mechbench_compute/model.py
mechbench_compute/model_ref.py
mechbench_compute/paths.py
mechbench_compute/peft.py
mechbench_compute/platform_kinds.py
mechbench_compute/plot.py
mechbench_compute/points.py
mechbench_compute/positions.py
mechbench_compute/probes.py
mechbench_compute/prompts.py
mechbench_compute/resume.py
mechbench_compute/sandbox.py
mechbench_compute/sandbox_kinds.py
mechbench_compute/sandbox_session.py
mechbench_compute/seeds.py
mechbench_compute/shapes.py
mechbench_compute/similarity.py
mechbench_compute/snapshots.py
mechbench_compute/tensors.py
mechbench_compute/thinking.py
mechbench_compute/tokenizer_stats.py
mechbench_compute/trees.py
mechbench_compute.egg-info/PKG-INFO
mechbench_compute.egg-info/SOURCES.txt
mechbench_compute.egg-info/dependency_links.txt
mechbench_compute.egg-info/requires.txt
mechbench_compute.egg-info/top_level.txt
mechbench_compute/blocks/__init__.py
mechbench_compute/blocks/build_collection.py
mechbench_compute/blocks/expand_cells.py
mechbench_compute/blocks/expand_grid.py
mechbench_compute/blocks/match_where.py
mechbench_compute/blocks/read_field.py
mechbench_compute/blocks/read_group_key.py
mechbench_compute/blocks/read_interval.py
mechbench_compute/blocks/read_items.py
mechbench_compute/chat/__init__.py
mechbench_compute/chat/build_item.py
mechbench_compute/chat/build_request.py
mechbench_compute/chat/constants.py
mechbench_compute/chat/count_by_cause.py
mechbench_compute/chat/count_endings.py
mechbench_compute/chat/describe_reasoning_only.py
mechbench_compute/chat/open_toolbox.py
mechbench_compute/chat/read_empty.py
mechbench_compute/chat/read_ending.py
mechbench_compute/chat/read_local_ending.py
mechbench_compute/chat/read_records.py
mechbench_compute/chat/read_turn.py
mechbench_compute/chat/refuse_remote_only.py
mechbench_compute/chat/render_conversation.py
mechbench_compute/chat/resolve_sandbox_tools.py
mechbench_compute/chat/run_local.py
mechbench_compute/chat/run_remote.py
mechbench_compute/chat/split_reasoning.py
mechbench_compute/chat/summarize_spend.py
mechbench_compute/chat/write_turn.py
mechbench_compute/directions/__init__.py
mechbench_compute/directions/add.py
mechbench_compute/directions/build_model_provenance.py
mechbench_compute/directions/check_same_space.py
mechbench_compute/directions/coerce_array.py
mechbench_compute/directions/collect_directions.py
mechbench_compute/directions/collect_models.py
mechbench_compute/directions/constants.py
mechbench_compute/directions/is_direction.py
mechbench_compute/directions/make.py
mechbench_compute/directions/read_space.py
mechbench_compute/directions/resolve_space.py
mechbench_compute/directions/select_layer_items.py
mechbench_compute/interp/__init__.py
mechbench_compute/interp/answer.py
mechbench_compute/interp/collect_tracked_answers.py
mechbench_compute/interp/constants.py
mechbench_compute/interp/load_kinds.py
mechbench_compute/interp/read_distribution.py
mechbench_compute/interp/read_last_logp.py
mechbench_compute/interp/read_pair.py
mechbench_compute/interp/read_record_coords.py
mechbench_compute/interp/render_text.py
mechbench_compute/interp/report_own_top1.py
mechbench_compute/interp/resolve_layers.py
mechbench_compute/interp/resolve_target.py
mechbench_compute/intervene/__init__.py
mechbench_compute/intervene/build_rows_matrix.py
mechbench_compute/intervene/cell.py
mechbench_compute/intervene/coerce_axis_coord.py
mechbench_compute/intervene/coerce_int_list.py
mechbench_compute/intervene/compile.py
mechbench_compute/intervene/compiled.py
mechbench_compute/intervene/constants.py
mechbench_compute/intervene/edit_weights.py
mechbench_compute/intervene/plan.py
mechbench_compute/intervene/read_source_items.py
mechbench_compute/intervene/read_spec_items.py
mechbench_compute/intervene/scale_specs.py
mechbench_compute/intervene/serialize_spec.py
mechbench_compute/intervene/spec.py
mechbench_compute/intervene/spec_error.py
mechbench_compute/intervene/spec_intervention.py
mechbench_compute/intervene/sweep_as_run.py
mechbench_compute/intervene/sweep_cells.py
mechbench_compute/judge/__init__.py
mechbench_compute/judge/constants.py
mechbench_compute/judge/parse_json_object.py
mechbench_compute/judge/read_rationale.py
mechbench_compute/lexicon/__init__.py
mechbench_compute/lexicon/_base.py
mechbench_compute/lexicon/common.py
mechbench_compute/lexicon/families.py
mechbench_compute/lexicon/kinds.py
mechbench_compute/lexicon/values.py
mechbench_compute/ops/__init__.py
mechbench_compute/ops/activations/__init__.py
mechbench_compute/ops/activations/capture.py
mechbench_compute/ops/activations/capture_attention.py
mechbench_compute/ops/activations/capture_tokens.py
mechbench_compute/ops/activations/contrast.py
mechbench_compute/ops/activations/examples.py
mechbench_compute/ops/adapter/__init__.py
mechbench_compute/ops/adapter/measure.py
mechbench_compute/ops/adapter/merge.py
mechbench_compute/ops/adapter/publish.py
mechbench_compute/ops/adapter/train.py
mechbench_compute/ops/direction/__init__.py
mechbench_compute/ops/direction/add.py
mechbench_compute/ops/direction/average.py
mechbench_compute/ops/direction/classify.py
mechbench_compute/ops/direction/decompose.py
mechbench_compute/ops/direction/fit.py
mechbench_compute/ops/direction/normalize.py
mechbench_compute/ops/direction/orthogonalize.py
mechbench_compute/ops/direction/project.py
mechbench_compute/ops/direction/regress.py
mechbench_compute/ops/direction/unembed.py
mechbench_compute/ops/eval/__init__.py
mechbench_compute/ops/eval/benchmark.py
mechbench_compute/ops/eval/expect.py
mechbench_compute/ops/eval/judge.py
mechbench_compute/ops/eval/score.py
mechbench_compute/ops/geometry/__init__.py
mechbench_compute/ops/geometry/compare.py
mechbench_compute/ops/geometry/span.py
mechbench_compute/ops/intervene/__init__.py
mechbench_compute/ops/intervene/ablate_heads.py
mechbench_compute/ops/intervene/ablate_layers.py
mechbench_compute/ops/intervene/apply.py
mechbench_compute/ops/intervene/patch.py
mechbench_compute/ops/intervene/path.py
mechbench_compute/ops/intervene/steer.py
mechbench_compute/ops/logits/__init__.py
mechbench_compute/ops/logits/attribute.py
mechbench_compute/ops/logits/read.py
mechbench_compute/ops/logits/read_layers.py
mechbench_compute/ops/logits/scan.py
mechbench_compute/ops/records/__init__.py
mechbench_compute/ops/records/bin.py
mechbench_compute/ops/records/contrast.py
mechbench_compute/ops/records/correlate.py
mechbench_compute/ops/records/count.py
mechbench_compute/ops/records/cross.py
mechbench_compute/ops/records/diff.py
mechbench_compute/ops/records/fill.py
mechbench_compute/ops/records/fold.py
mechbench_compute/ops/records/lookup.py
mechbench_compute/ops/records/map.py
mechbench_compute/ops/records/plot.py
mechbench_compute/ops/records/rank.py
mechbench_compute/ops/records/relabel.py
mechbench_compute/ops/records/rename.py
mechbench_compute/ops/records/select.py
mechbench_compute/ops/records/subtract.py
mechbench_compute/ops/records/summarize.py
mechbench_compute/ops/records/tabulate.py
mechbench_compute/ops/records/total.py
mechbench_compute/ops/records/union.py
mechbench_compute/ops/records/unnest.py
mechbench_compute/ops/records/zip.py
mechbench_compute/ops/text/__init__.py
mechbench_compute/ops/text/chat.py
mechbench_compute/ops/text/extend.py
mechbench_compute/ops/text/generate.py
mechbench_compute/ops/text/measure.py
mechbench_compute/ops/text/render.py
mechbench_compute/ops/text/score.py
mechbench_compute/ops/text/tokenize.py
mechbench_compute/ops/tools/__init__.py
mechbench_compute/ops/tools/calc.py
mechbench_compute/ops/tools/lookup.py
mechbench_compute/ops/trajectory/__init__.py
mechbench_compute/ops/trajectory/aggregate.py
mechbench_compute/ops/trajectory/capture.py
mechbench_compute/ops/trajectory/compare.py
mechbench_compute/ops/trajectory/project.py
mechbench_compute/ops/weights/__init__.py
mechbench_compute/ops/weights/capture.py
mechbench_compute/ops/weights/circuit.py
mechbench_compute/ops/weights/decompose.py
mechbench_compute/protocol/__init__.py
mechbench_compute/protocol/build_manifest.py
mechbench_compute/protocol/chat.py
mechbench_compute/protocol/check_failures.py
mechbench_compute/protocol/check_graph.py
mechbench_compute/protocol/copy_arch.py
mechbench_compute/protocol/dispatch.py
mechbench_compute/protocol/gather_inputs.py
mechbench_compute/protocol/is_remote.py
mechbench_compute/protocol/legacy_kinds.py
mechbench_compute/protocol/memo.py
mechbench_compute/protocol/missing_upstream.py
mechbench_compute/protocol/model.py
mechbench_compute/protocol/pipeline.py
mechbench_compute/protocol/progress.py
mechbench_compute/protocol/protocol_spec.py
mechbench_compute/protocol/read_missing_policy.py
mechbench_compute/protocol/read_resume_entry.py
mechbench_compute/protocol/read_tokenizer_id.py
mechbench_compute/protocol/remote.py
mechbench_compute/protocol/resolver.py
mechbench_compute/protocol/restore_node.py
mechbench_compute/protocol/run_state.py
mechbench_compute/protocol/serialize_model.py
mechbench_compute/protocol/serialize_params.py
mechbench_compute/protocol/sort_edges.py
mechbench_compute/protocol/sort_nodes.py
mechbench_compute/protocol/store_result.py
mechbench_compute/protocol/summarize_node.py
mechbench_compute/protocol/tools.py
mechbench_compute/protocol/total_spend.py
mechbench_compute/providers/__init__.py
mechbench_compute/providers/anthropic.py
mechbench_compute/providers/base.py
mechbench_compute/providers/budget.py
mechbench_compute/providers/cassette.py
mechbench_compute/providers/errors.py
mechbench_compute/providers/gemini.py
mechbench_compute/providers/http.py
mechbench_compute/providers/limiter.py
mechbench_compute/providers/messages.py
mechbench_compute/providers/mock.py
mechbench_compute/providers/openai_compatible.py
mechbench_compute/providers/openai_responses.py
mechbench_compute/providers/pricing.py
mechbench_compute/providers/registry.py
mechbench_compute/reduce/__init__.py
mechbench_compute/reduce/find_monoid.py
mechbench_compute/reduce/monoid.py
mechbench_compute/tools/__init__.py
mechbench_compute/tools/build_toolbox.py
mechbench_compute/tools/coerce_text.py
mechbench_compute/tools/tool_def.py
mechbench_compute/tools/tool_run.py
mechbench_compute/tools/toolbox.py
mechbench_compute/trajectory/__init__.py
mechbench_compute/trajectory/project.py
mechbench_compute/trajectory/read_header.py
mechbench_compute/trajectory/read_points.py
mechbench_compute/trajectory/read_trajectory.py
mechbench_compute/transcript/__init__.py
mechbench_compute/transcript/constants.py
mechbench_compute/transcript/read_transcripts.py
mechbench_compute/weights/__init__.py
mechbench_compute/weights/compile_point_pattern.py
mechbench_compute/weights/compute_effective_rank.py
mechbench_compute/weights/constants.py
mechbench_compute/weights/edit_parameters.py
mechbench_compute/weights/parse_parameter_coords.py
mechbench_compute/weights/project_out.py
mechbench_compute/weights/read_direction.py
mechbench_compute/weights/read_parameters.py
mechbench_compute/weights/resolve_module.py
mechbench_compute/weights/restore_parameters.py
mechbench_compute/weights/select_points.py
mechbench_compute/weights/truncate.py
tests/test_adapter_measure.py
tests/test_adapter_stack.py
tests/test_apply_ln.py
tests/test_apply_lora.py
tests/test_attribution_patching.py
tests/test_backends.py
tests/test_bench_base_loading.py
tests/test_bench_client.py
tests/test_bench_items.py
tests/test_bench_retry.py
tests/test_block_params.py
tests/test_blocks.py
tests/test_blocks_group_key.py
tests/test_branch_parallel.py
tests/test_capture_measure.py
tests/test_chat_block.py
tests/test_checkpoint.py
tests/test_complete_read.py
tests/test_count_and_correlate.py
tests/test_cpython_battery.py
tests/test_dataflow_declared.py
tests/test_dataflow_law.py
tests/test_dialects.py
tests/test_directions.py
tests/test_emit_refuses_oversized.py
tests/test_empty_replies.py
tests/test_endings.py
tests/test_examples.py
tests/test_field_paths_and_conditions.py
tests/test_file_budget.py
tests/test_finetune_targets.py
tests/test_fingerprints.py
tests/test_fold.py
tests/test_generate_intervened.py
tests/test_generate_prefill.py
tests/test_generate_reasoning.py
tests/test_generate_records_wire_model.py
tests/test_graph_preflight.py
tests/test_guest_battery.py
tests/test_guests.py
tests/test_head_circuits.py
tests/test_hook_points.py
tests/test_hub.py
tests/test_interp_blocks.py
tests/test_intervals.py
tests/test_intervene.py
tests/test_inventory.py
tests/test_item_slots.py
tests/test_join_semantics.py
tests/test_judge.py
tests/test_kinds.py
tests/test_lexicon.py
tests/test_lexicon_shapes.py
tests/test_lexicon_ts.py
tests/test_live_objects_never_reach_a_record.py
tests/test_local_stop_strings.py
tests/test_lookup_relabel_order.py
tests/test_lora_fuse_missing.py
tests/test_map.py
tests/test_memoize.py
tests/test_merge_block.py
tests/test_metrics.py
tests/test_model_ref.py
tests/test_names.py
tests/test_no_history.py
tests/test_node_summaries.py
tests/test_op_names.py
tests/test_path_patching.py
tests/test_pipeline_progress.py
tests/test_platform_kinds_register.py
tests/test_provider_schema_parity.py
tests/test_providers.py
tests/test_rate_limits.py
tests/test_reasoning_continuation.py
tests/test_reasoning_local.py
tests/test_reasoning_providers.py
tests/test_records_diff.py
tests/test_responses_api.py
tests/test_resume.py
tests/test_rollout_work.py
tests/test_rules_across_files.py
tests/test_sandbox.py
tests/test_sandbox_kinds.py
tests/test_sandbox_session.py
tests/test_shapes.py
tests/test_snapshots.py
tests/test_spec_grammar.py
tests/test_tensors.py
tests/test_text_stats.py
tests/test_thinking.py
tests/test_tiny_family_models.py
tests/test_tokenize_raw.py
tests/test_tokenizer_stats.py
tests/test_tools.py
tests/test_tracked_answers.py
tests/test_trajectory.py
tests/test_transcript.py
tests/test_trees.py
tests/test_upstream_libraries.py
tests/test_variadic_and_zip.py
tests/test_weights_capture.py