CHANGELOG.md
LICENSE
MANIFEST.in
README.md
RELEASE.md
pyproject.toml
gliner2/__init__.py
gliner2/api_client.py
gliner2/auto.py
gliner2/configuration.py
gliner2/layers.py
gliner2/model.py
gliner2/processor.py
gliner2/py.typed
gliner2.egg-info/PKG-INFO
gliner2.egg-info/SOURCES.txt
gliner2.egg-info/dependency_links.txt
gliner2.egg-info/requires.txt
gliner2.egg-info/top_level.txt
gliner2/classification/__init__.py
gliner2/classification/candidates.py
gliner2/classification/compiler.py
gliner2/classification/constraints.py
gliner2/classification/engine.py
gliner2/classification/errors.py
gliner2/classification/long_text.py
gliner2/classification/result.py
gliner2/classification/schema.py
gliner2/classification/scoring.py
gliner2/classification/decoding/__init__.py
gliner2/classification/decoding/base.py
gliner2/classification/decoding/beam.py
gliner2/classification/decoding/exact.py
gliner2/classification/decoding/independent.py
gliner2/inference/__init__.py
gliner2/inference/candidate_decoder.py
gliner2/inference/chunking.py
gliner2/inference/engine.py
gliner2/inference/overlap.py
gliner2/inference/runtime.py
gliner2/inference/schema.py
gliner2/inference/schema_model.py
gliner2/inference/span_decoder.py
gliner2/joint_ie/__init__.py
gliner2/joint_ie/calibration.py
gliner2/joint_ie/candidate_scores.py
gliner2/joint_ie/candidates.py
gliner2/joint_ie/compiler.py
gliner2/joint_ie/constraints.py
gliner2/joint_ie/engine.py
gliner2/joint_ie/lattice.py
gliner2/joint_ie/long_text.py
gliner2/joint_ie/result.py
gliner2/joint_ie/schema.py
gliner2/joint_ie/scoring.py
gliner2/joint_ie/optimizers/__init__.py
gliner2/joint_ie/optimizers/base.py
gliner2/joint_ie/optimizers/beam.py
gliner2/joint_ie/optimizers/greedy.py
gliner2/models/__init__.py
gliner2/models/base.py
gliner2/models/candidates.py
gliner2/models/loading.py
gliner2/models/outputs.py
gliner2/models/boundary/__init__.py
gliner2/models/boundary/constants.py
gliner2/models/boundary/content.py
gliner2/models/boundary/encoding.py
gliner2/models/boundary/engine.py
gliner2/models/boundary/heads.py
gliner2/models/boundary/indexing.py
gliner2/models/boundary/losses.py
gliner2/models/boundary/model.py
gliner2/models/boundary/pool.py
gliner2/models/boundary/proposal.py
gliner2/models/boundary/record_decode.py
gliner2/models/boundary/record_loss.py
gliner2/models/boundary/records.py
gliner2/models/boundary/relations.py
gliner2/models/boundary/rotary.py
gliner2/models/boundary/scoring.py
gliner2/models/boundary/targets_device.py
gliner2/models/boundary/validation.py
gliner2/models/span/__init__.py
gliner2/models/span/adapter.py
gliner2/models/span/model.py
gliner2/processing/__init__.py
gliner2/processing/boundary_preprocessing.py
gliner2/processing/layouts.py
gliner2/processing/records.py
gliner2/processing/targets.py
gliner2/processing/validation.py
gliner2/processing/word_splitter.py
gliner2/training/__init__.py
gliner2/training/data.py
gliner2/training/lora.py
gliner2/training/lora_targets.py
gliner2/training/matching.py
gliner2/training/metrics.py
gliner2/training/sampler.py
gliner2/training/trainer.py
gliner2/utils/device_errors.py
gliner2/utils/sync_probe.py
tests/conftest.py
tests/test_api_client_error_handling.py
tests/test_api_client_refactor_contract.py
tests/test_auto.py
tests/test_backwards_compat.py
tests/test_batch_span_mask_trim.py
tests/test_batching_correctness.py
tests/test_configuration.py
tests/test_entity_extraction.py
tests/test_inference_max_len.py
tests/test_lora_peft.py
tests/test_multitask_benchmark.py
tests/test_overfit_ner.py
tests/test_processor.py
tests/test_public_api.py
tests/test_relation_extraction.py
tests/test_structure_extraction.py
tests/test_torch_free_import.py
tests/test_train_max_len.py
tests/test_trainer_distributed.py
tests/test_trainer_distributed_integration.py
tests/classification/__init__.py
tests/classification/conftest.py
tests/classification/test_boundary_integration.py
tests/classification/test_candidates.py
tests/classification/test_compiler.py
tests/classification/test_constraints.py
tests/classification/test_decoding.py
tests/classification/test_end_to_end_safety.py
tests/classification/test_engine.py
tests/classification/test_exact_vs_bruteforce.py
tests/classification/test_long_text.py
tests/classification/test_result.py
tests/classification/test_schema.py
tests/classification/test_scoring.py
tests/classification/test_smoke.py
tests/fixtures/__init__.py
tests/fixtures/span_golden.py
tests/fixtures/synthetic_examples.py
tests/fixtures/tiny_boundary_checkpoint.py
tests/fixtures/tiny_encoder.py
tests/fixtures/tiny_span_checkpoint.py
tests/fixtures/tiny_tokenizer.py
tests/fixtures/compat/capture_lora_oracle.py
tests/fixtures/compat/input_batch.pt
tests/fixtures/compat/legacy_forward_outputs.pt
tests/fixtures/compat/lora_weights.pt
tests/fixtures/compat/oracle_provenance.json
tests/fixtures/compat/public_surface.json
tests/fixtures/compat/legacy_adapter_golden/adapter_config.json
tests/fixtures/compat/legacy_adapter_golden/adapter_weights.safetensors
tests/fixtures/compat/span_golden/formatted.json
tests/fixtures/compat/span_golden/losses.json
tests/fixtures/compat/span_golden/state_keys.json
tests/inference/test_boundary_decode_pipeline.py
tests/inference/test_candidate_decoder.py
tests/inference/test_chunking_whitespace.py
tests/inference/test_overlap_contract.py
tests/inference/test_record_schema_contract.py
tests/inference/test_runtime_long_contracts.py
tests/inference/test_runtime_strict_extraction.py
tests/joint_ie/__init__.py
tests/joint_ie/test_beam.py
tests/joint_ie/test_boundary_integration.py
tests/joint_ie/test_candidate_scores.py
tests/joint_ie/test_candidates.py
tests/joint_ie/test_constraints.py
tests/joint_ie/test_engine.py
tests/joint_ie/test_feasibility.py
tests/joint_ie/test_result.py
tests/joint_ie/test_schema.py
tests/joint_ie/test_scoring.py
tests/models/test_contracts.py
tests/models/test_flashdeberta_backend.py
tests/models/test_tokenizer_compat.py
tests/models/boundary/conftest.py
tests/models/boundary/test_adaptive_budget.py
tests/models/boundary/test_boundary_attention.py
tests/models/boundary/test_calibration_and_metrics.py
tests/models/boundary/test_classification_loss.py
tests/models/boundary/test_default_collator_step.py
tests/models/boundary/test_encoding.py
tests/models/boundary/test_end_to_end_real_deberta.py
tests/models/boundary/test_eval_loss.py
tests/models/boundary/test_export_and_compile.py
tests/models/boundary/test_golden_parity.py
tests/models/boundary/test_heads.py
tests/models/boundary/test_index_safety.py
tests/models/boundary/test_invariants.py
tests/models/boundary/test_loading_parity.py
tests/models/boundary/test_lora_targets.py
tests/models/boundary/test_loss_reduction.py
tests/models/boundary/test_losses.py
tests/models/boundary/test_marginal_decomposition.py
tests/models/boundary/test_model.py
tests/models/boundary/test_no_host_sync.py
tests/models/boundary/test_numerics_fp16.py
tests/models/boundary/test_overfit_head.py
tests/models/boundary/test_overfit_real_deberta.py
tests/models/boundary/test_overlap_policy.py
tests/models/boundary/test_pr00_pr07_contracts.py
tests/models/boundary/test_pr08_pr14_contracts.py
tests/models/boundary/test_pr18_pr22_contracts.py
tests/models/boundary/test_pr23_pr28_contracts.py
tests/models/boundary/test_pr29_pr32_contracts.py
tests/models/boundary/test_proposal.py
tests/models/boundary/test_public_api_e2e_real_deberta.py
tests/models/boundary/test_recall_losses.py
tests/models/boundary/test_record_head_pipeline.py
tests/models/boundary/test_records.py
tests/models/boundary/test_records_e2e_real_deberta.py
tests/models/boundary/test_relation_binding.py
tests/models/boundary/test_relations.py
tests/models/boundary/test_release_checkpoint.py
tests/models/boundary/test_rotary_endpoints.py
tests/models/boundary/test_runtime_parity.py
tests/models/boundary/test_scoring.py
tests/models/boundary/test_span_content.py
tests/models/boundary/test_vectorized_equivalence.py
tests/models/boundary/_golden/boundary_head.safetensors
tests/models/span/test_adapter.py
tests/models/span/test_regression.py
tests/models/span/test_save_reload.py
tests/models/span/test_span_release_checkpoint.py
tests/processing/test_boundary_collation.py
tests/processing/test_error_policy.py
tests/processing/test_layouts.py
tests/processing/test_record_identity.py
tests/processing/test_targets.py
tests/processing/test_validation.py
tests/processing/test_zero_subword_alignment.py
tests/recipes/test_boundary_pretrain_recipe.py
tests/training/test_gradient_accumulation.py
tests/training/test_lora_full_checkpoint.py
tests/training/test_matching.py
tests/training/test_metrics.py
tests/training/test_pr15_pr17_runtime.py
tests/training/test_trainer_invariants.py
tutorial/1-classification.md
tutorial/10-lora_adapters.md
tutorial/11-adapter_switching.md
tutorial/12-long_context.md
tutorial/13-span_attributes.md
tutorial/14-constrained_classification.md
tutorial/15-joint_ie.md
tutorial/16-safety_pii.md
tutorial/2-ner.md
tutorial/3-json_extraction.md
tutorial/4-combined.md
tutorial/5-validator.md
tutorial/6-relation_extraction.md
tutorial/7-api.md
tutorial/8-train_data.md
tutorial/9-training.md