LICENSE
README.md
pyproject.toml
requirements.txt
src/flash_ansr/__init__.py
src/flash_ansr/__main__.py
src/flash_ansr/_refine_pool.py
src/flash_ansr/convert_data.py
src/flash_ansr/flash_ansr.py
src/flash_ansr/inference.py
src/flash_ansr/py.typed
src/flash_ansr/refine.py
src/flash_ansr/results.py
src/flash_ansr/scoring.py
src/flash_ansr/tasks.py
src/flash_ansr.egg-info/PKG-INFO
src/flash_ansr.egg-info/SOURCES.txt
src/flash_ansr.egg-info/dependency_links.txt
src/flash_ansr.egg-info/entry_points.txt
src/flash_ansr.egg-info/requires.txt
src/flash_ansr.egg-info/top_level.txt
src/flash_ansr/compat/__init__.py
src/flash_ansr/data/__init__.py
src/flash_ansr/data/collate.py
src/flash_ansr/data/data.py
src/flash_ansr/data/serialization.py
src/flash_ansr/data/streaming.py
src/flash_ansr/decoding/constrained.py
src/flash_ansr/generation/__init__.py
src/flash_ansr/generation/sampling.py
src/flash_ansr/model/__init__.py
src/flash_ansr/model/factory.py
src/flash_ansr/model/flash_ansr_model.py
src/flash_ansr/model/manage.py
src/flash_ansr/model/pre_encoder.py
src/flash_ansr/model/tokenizer.py
src/flash_ansr/model/common/__init__.py
src/flash_ansr/model/common/components.py
src/flash_ansr/model/decoders/__init__.py
src/flash_ansr/model/decoders/components.py
src/flash_ansr/model/decoders/static_kv.py
src/flash_ansr/model/decoders/transformer.py
src/flash_ansr/model/encoders/__init__.py
src/flash_ansr/model/encoders/base.py
src/flash_ansr/model/encoders/set_transformer.py
src/flash_ansr/preprocessing/__init__.py
src/flash_ansr/preprocessing/pipeline.py
src/flash_ansr/preprocessing/prompt_serialization.py
src/flash_ansr/preprocessing/schemas.py
src/flash_ansr/train/__init__.py
src/flash_ansr/train/optimizers.py
src/flash_ansr/train/schedules.py
src/flash_ansr/train/train.py
src/flash_ansr/utils/__init__.py
src/flash_ansr/utils/config_io.py
src/flash_ansr/utils/generation.py
src/flash_ansr/utils/ieee754.py
src/flash_ansr/utils/metrics.py
src/flash_ansr/utils/numeric.py
src/flash_ansr/utils/paths.py
src/flash_ansr/utils/skeleton.py
src/flash_ansr/utils/tensor_ops.py
src/flash_ansr/utils/weights.py
tests/test_condition_dropout.py
tests/test_conditioning_surface.py
tests/test_constant_decoding.py
tests/test_constant_representation.py
tests/test_constants_lane.py
tests/test_convert_data.py
tests/test_data.py
tests/test_emission_modes.py
tests/test_generation_config_v24.py
tests/test_head_pre_logits_norm.py
tests/test_ieee754.py
tests/test_inference.py
tests/test_inference_ledger.py
tests/test_mask_modes.py
tests/test_no_sympy.py
tests/test_noise_streaming.py
tests/test_non_finite_guard.py
tests/test_numeric.py
tests/test_numeric_width_guards.py
tests/test_outlier_head.py
tests/test_pool_reuse.py
tests/test_postprocess_spans.py
tests/test_preprocess_features.py
tests/test_preprocess_rng.py
tests/test_public_api_contract.py
tests/test_public_api_defects.py
tests/test_ranking_golden.py
tests/test_ranking_modes.py
tests/test_refine.py
tests/test_refine_determinism.py
tests/test_refine_nan_sort.py
tests/test_refine_pool.py
tests/test_refine_rng_isolation.py
tests/test_refine_scope.py
tests/test_results_serialization.py
tests/test_scoring.py
tests/test_simplipy_014_parse_migration.py
tests/test_symbolic_data_contract.py
tests/test_tagged_target_streaming.py
tests/test_task_blocks.py
tests/test_task_verbs.py
tests/test_weights_safetensors.py