AIMO3_smallLLM is an open-weight model from Lê Minh Hùng. Its published files total 19.7 GB.
Parameters—
Context—
Weights19.6 GB
License—
AccessOpen weights
Monthly Downloads—
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- leminhhung0101/AIMO3_smallLLM
- Publisher
- Lê Minh Hùng
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 8a4decbc790d18e74c8e20e7f37764d24b714048
- First published
- 2026-09-22
- Last updated
- 2026-09-27
Files and Weights
468 files, 19.7 GB in total. The weights are 7 files totalling 19.6 GB in safetensors.
Weights7 files · 19.6 GB
Configuration313 files · 5.7 MB
Tokenizer10 files · 38.8 MB
Documentation94 files · 1.4 MB
Other42 files · 1.4 MB
Repository2 files · 2.0 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| deepseek-r1-distill-qwen-1.5b/model.safetensors | Weights | 3.6 GB | 58858233513d |
| qwen3-4b-instruct-2507/model-00001-of-00003.safetensors | Weights | 4.0 GB | 75311d91bb08 |
| qwen3-4b-instruct-2507/model-00002-of-00003.safetensors | Weights | 4.0 GB | 0b48adbb1f60 |
| qwen3-4b-instruct-2507/model-00003-of-00003.safetensors | Weights | 99.6 MB | 7dd39ccca5e4 |
| qwen3-4b-thinking-2507/model-00001-of-00003.safetensors | Weights | 4.0 GB | 98178c1cddbc |
| qwen3-4b-thinking-2507/model-00002-of-00003.safetensors | Weights | 4.0 GB | 57b5bd1f667d |
| qwen3-4b-thinking-2507/model-00003-of-00003.safetensors | Weights | 99.6 MB | e3cccb84e892 |
| AIMO3/MANIFEST_V210.json | Configuration | 1.3 KB | — |
| AIMO3/MANIFEST_V211.json | Configuration | 1.1 KB | — |
| AIMO3/MANIFEST_V26.json | Configuration | 10.2 KB | — |
| AIMO3/MANIFEST_V261.json | Configuration | 419 B | — |
| AIMO3/MANIFEST_V264.json | Configuration | 374 B | — |
| AIMO3/MANIFEST_V270.json | Configuration | 389 B | — |
| AIMO3/MANIFEST_V271.json | Configuration | 381 B | — |
| AIMO3/MANIFEST_V272.json | Configuration | 9.4 KB | — |
| AIMO3/MANIFEST_V290.json | Configuration | 1.1 KB | — |
| AIMO3/config.yaml | Configuration | 5.0 KB | — |
| AIMO3/config_final.yaml | Configuration | 5.0 KB | — |
| AIMO3/config_t4x2.yaml | Configuration | 3.0 KB | — |
| AIMO3/config_v2_10_0.yaml | Configuration | 4.8 KB | — |
| AIMO3/config_v2_11_0.yaml | Configuration | 5.0 KB | — |
| AIMO3/config_v2_6.yaml | Configuration | 3.0 KB | — |
| AIMO3/config_v2_6_1.yaml | Configuration | 3.1 KB | — |
| AIMO3/config_v2_6_2.yaml | Configuration | 3.1 KB | — |
| AIMO3/config_v2_6_3.yaml | Configuration | 3.2 KB | — |
| AIMO3/config_v2_6_4.yaml | Configuration | 3.3 KB | — |
| AIMO3/config_v2_7_0.yaml | Configuration | 3.8 KB | — |
| AIMO3/config_v2_7_1.yaml | Configuration | 4.1 KB | — |
| AIMO3/config_v2_7_2.yaml | Configuration | 4.4 KB | — |
| AIMO3/config_v2_8_0.yaml | Configuration | 4.6 KB | — |
| AIMO3/config_v2_8_1.yaml | Configuration | 4.6 KB | — |
| AIMO3/config_v2_9_0.yaml | Configuration | 4.6 KB | — |
| AIMO3/core/__init__.py | Configuration | 43 B | — |
| AIMO3/core/answer_contract.py | Configuration | 1.7 KB | — |
| AIMO3/core/budget.py | Configuration | 3.9 KB | — |
| AIMO3/core/config.py | Configuration | 1.7 KB | — |
| AIMO3/core/controller.py | Configuration | 4.7 KB | — |
| AIMO3/core/evaluation.py | Configuration | 1.2 KB | — |
| AIMO3/core/family_engines.py | Configuration | 59.3 KB | — |
| AIMO3/core/input_adapter.py | Configuration | 3.8 KB | — |
| AIMO3/core/model_manager.py | Configuration | 14.0 KB | — |
| AIMO3/core/parsing.py | Configuration | 18.2 KB | — |
| AIMO3/core/pdf_math_recovery.py | Configuration | 10.4 KB | — |
| AIMO3/core/pdf_reader.py | Configuration | 16.3 KB | — |
| AIMO3/core/pipeline.py | Configuration | 68.0 KB | — |
| AIMO3/core/problem_family.py | Configuration | 6.4 KB | — |
| AIMO3/core/prompts.py | Configuration | 19.8 KB | — |
| AIMO3/core/proof_obligations.py | Configuration | 15.4 KB | — |
| AIMO3/core/rag_runtime.py | Configuration | 1.5 KB | — |
| AIMO3/core/reporting.py | Configuration | 2.0 KB | — |
| AIMO3/core/semantic_constraints.py | Configuration | 20.0 KB | — |
| AIMO3/core/target_spec.py | Configuration | 4.1 KB | — |
| AIMO3/core/tools.py | Configuration | 9.5 KB | — |
| AIMO3/core/verification.py | Configuration | 8.8 KB | — |
| AIMO3/data/benchmark_manifest.json | Configuration | 481 B | — |
| AIMO3/data/source_catalog_v2.json | Configuration | 10.4 KB | — |
| AIMO3/data/source_manifest.json | Configuration | 2.1 KB | — |
| AIMO3/family_engine_summary.json | Configuration | 7.9 KB | — |
| AIMO3/rag/analyzer.py | Configuration | 6.9 KB | — |
| AIMO3/rag/context.py | Configuration | 1.1 KB | — |
| AIMO3/rag/gate.py | Configuration | 3.4 KB | — |
| AIMO3/rag/retriever.py | Configuration | 2.7 KB | — |
| AIMO3/rag/system.py | Configuration | 2.0 KB | — |
| AIMO3/rag_v3/config_rag_v3.yaml | Configuration | 1.1 KB | — |
| AIMO3/rag_v3/config_source_policy.yaml | Configuration | 1.9 KB | — |
| AIMO3/rag_v3/schemas_document_schema.json | Configuration | 1.6 KB | — |
| AIMO3/run_batch.py | Configuration | 1.7 KB | — |
| AIMO3/run_full_pipeline.py | Configuration | 1.5 KB | — |
| AIMO3/run_pdf_pipeline.py | Configuration | 8.7 KB | — |
| AIMO3/scripts/build_faiss_v3.py | Configuration | 1.8 KB | — |
| AIMO3/scripts/build_rag_core.py | Configuration | 4.4 KB | — |
| AIMO3/scripts/check_models.py | Configuration | 1.5 KB | — |
| AIMO3/scripts/inspect_pdf.py | Configuration | 1.2 KB | — |
| AIMO3/scripts/leakage_filter_v3.py | Configuration | 1.5 KB | — |
| AIMO3/scripts/make_submission.py | Configuration | 1.1 KB | — |
| AIMO3/scripts/preflight_v210.py | Configuration | 2.1 KB | — |
| AIMO3/scripts/preflight_v211.py | Configuration | 2.1 KB | — |
| AIMO3/scripts/preflight_v26.py | Configuration | 820 B | — |
| AIMO3/scripts/preflight_v27.py | Configuration | 1.0 KB | — |
| AIMO3/scripts/preflight_v271.py | Configuration | 1.1 KB | — |
| AIMO3/scripts/preflight_v272.py | Configuration | 1.4 KB | — |
| AIMO3/scripts/preflight_v280.py | Configuration | 1.4 KB | — |
| AIMO3/scripts/preflight_v281.py | Configuration | 1.6 KB | — |
| AIMO3/scripts/preflight_v290.py | Configuration | 1.7 KB | — |
| AIMO3/scripts/rebuild_seed_index.py | Configuration | 353 B | — |
| AIMO3/scripts/virtual_regression_v280.py | Configuration | 1.4 KB | — |
| AIMO3/tests/run_all.py | Configuration | 2.7 KB | — |
| AIMO3/tests/test_budget.py | Configuration | 452 B | — |
| AIMO3/tests/test_commit_parser_v271.py | Configuration | 774 B | — |
| AIMO3/tests/test_commit_verify_pipeline_v271.py | Configuration | 3.0 KB | — |
| AIMO3/tests/test_constraint_first_pipeline.py | Configuration | 2.9 KB | — |
| AIMO3/tests/test_constraint_parser.py | Configuration | 1.3 KB | — |
| AIMO3/tests/test_deep_candidate_v271.py | Configuration | 2.2 KB | — |
| AIMO3/tests/test_deep_escalation_v27.py | Configuration | 2.4 KB | — |
| AIMO3/tests/test_deep_finish_v27.py | Configuration | 2.7 KB | — |
| AIMO3/tests/test_evaluation.py | Configuration | 812 B | — |
| AIMO3/tests/test_family_engine_asymptotic_fail_closed_v210.py | Configuration | 687 B | — |
| AIMO3/tests/test_family_engine_asymptotic_v210.py | Configuration | 1.6 KB | — |
| AIMO3/tests/test_family_engine_correlation_v211.py | Configuration | 872 B | — |
| AIMO3/tests/test_family_engine_digit_dynamics_v211.py | Configuration | 947 B | — |
| AIMO3/tests/test_family_engine_extremal_v280.py | Configuration | 858 B | — |
| AIMO3/tests/test_family_engine_fail_closed_v280.py | Configuration | 737 B | — |
| AIMO3/tests/test_family_engine_floor_v211.py | Configuration | 734 B | — |
| AIMO3/tests/test_family_engine_functional_v280.py | Configuration | 732 B | — |
| AIMO3/tests/test_family_engine_geometry_fail_closed_v290.py | Configuration | 1.1 KB | — |
| AIMO3/tests/test_family_engine_geometry_v290.py | Configuration | 1.4 KB | — |
| AIMO3/tests/test_family_engine_norwegian_v211.py | Configuration | 966 B | — |
| AIMO3/tests/test_family_engine_pdf_reference_v280.py | Configuration | 818 B | — |
| AIMO3/tests/test_family_engine_tournament_v280.py | Configuration | 1.3 KB | — |
| AIMO3/tests/test_family_engines_fail_closed_v211.py | Configuration | 1.0 KB | — |
| AIMO3/tests/test_generation_budget.py | Configuration | 1.0 KB | — |
| AIMO3/tests/test_hard_retry_after_refutation_v210.py | Configuration | 3.9 KB | — |
| AIMO3/tests/test_implicit_ambiguity.py | Configuration | 475 B | — |
| AIMO3/tests/test_invalid_modulus_commit_v272.py | Configuration | 3.7 KB | — |
| AIMO3/tests/test_parsing.py | Configuration | 2.2 KB | — |
| AIMO3/tests/test_pdf_math_fidelity_v27.py | Configuration | 1.1 KB | — |
| AIMO3/tests/test_pdf_math_recovery_p9_v211.py | Configuration | 992 B | — |
| AIMO3/tests/test_pdf_math_recovery_v210.py | Configuration | 1.6 KB | — |
| AIMO3/tests/test_pdf_reader.py | Configuration | 634 B | — |
| AIMO3/tests/test_pdf_reference_exact_v211.py | Configuration | 834 B | — |
| AIMO3/tests/test_pipeline_exact_hard_families_v211.py | Configuration | 2.5 KB | — |
| AIMO3/tests/test_pipeline_family_exact_all_v280.py | Configuration | 2.4 KB | — |
| AIMO3/tests/test_pipeline_family_exact_asymptotic_v210.py | Configuration | 1.4 KB | — |
| AIMO3/tests/test_pipeline_family_exact_geometry_v290.py | Configuration | 1.2 KB | — |
| AIMO3/tests/test_pipeline_family_exact_v280.py | Configuration | 1.0 KB | — |
| AIMO3/tests/test_pipeline_problem1_mock.py | Configuration | 3.1 KB | — |
| AIMO3/tests/test_problem_family_v211.py | Configuration | 1.1 KB | — |
| AIMO3/tests/test_problem_family_v27.py | Configuration | 952 B | — |
| AIMO3/tests/test_rag_dominance_v271.py | Configuration | 740 B | — |
| AIMO3/tests/test_rag_refinement_v27.py | Configuration | 737 B | — |
| AIMO3/tests/test_rag_runtime.py | Configuration | 494 B | — |
| AIMO3/tests/test_recovery_pipeline.py | Configuration | 2.9 KB | — |
| AIMO3/tests/test_refutation_repair_v272.py | Configuration | 4.0 KB | — |
| AIMO3/tests/test_run_pdf_normal_path_v281.py | Configuration | 1.9 KB | — |
| AIMO3/tests/test_run_pdf_scope_v281.py | Configuration | 1.2 KB | — |
| AIMO3/tests/test_safe_tools.py | Configuration | 665 B | — |
| AIMO3/tests/test_semantic_compiler_guards.py | Configuration | 2.8 KB | — |
| AIMO3/tests/test_semantic_repair_pipeline.py | Configuration | 2.7 KB | — |
| AIMO3/tests/test_target_grounding_v272.py | Configuration | 810 B | — |
| AIMO3/tests/test_thinking_solver_parser_v27.py | Configuration | 722 B | — |
| AIMO3/tests/test_tools.py | Configuration | 674 B | — |
| AIMO3/tests/test_verification_guards.py | Configuration | 2.1 KB | — |
| V2/AIMO3_V25/MANIFEST.json | Configuration | 15.0 KB | — |
| V2/AIMO3_V25/config.yaml | Configuration | 6.9 KB | — |
| V2/AIMO3_V25/core/__init__.py | Configuration | 43 B | — |
| V2/AIMO3_V25/core/answer_contract.py | Configuration | 1.7 KB | — |
| V2/AIMO3_V25/core/blackboard.py | Configuration | 8.8 KB | — |
| V2/AIMO3_V25/core/budget.py | Configuration | 5.5 KB | — |
| V2/AIMO3_V25/core/config.py | Configuration | 1.8 KB | — |
| V2/AIMO3_V25/core/controller.py | Configuration | 1.6 KB | — |
| V2/AIMO3_V25/core/dynamic_tool_factory.py | Configuration | 20.2 KB | — |
| V2/AIMO3_V25/core/evaluation.py | Configuration | 1.2 KB | — |
| V2/AIMO3_V25/core/input_adapter.py | Configuration | 5.4 KB | — |
| V2/AIMO3_V25/core/math_ir.py | Configuration | 15.6 KB | — |
| V2/AIMO3_V25/core/math_tool_router.py | Configuration | 41.8 KB | — |
| V2/AIMO3_V25/core/model_manager.py | Configuration | 20.0 KB | — |
| V2/AIMO3_V25/core/native_tooling.py | Configuration | 2.2 KB | — |
| V2/AIMO3_V25/core/pdf_math_recovery.py | Configuration | 13.3 KB | — |
| V2/AIMO3_V25/core/pdf_reader.py | Configuration | 16.3 KB | — |
| V2/AIMO3_V25/core/pipeline.py | Configuration | 12.1 KB | — |
| V2/AIMO3_V25/core/problem_family.py | Configuration | 7.9 KB | — |
| V2/AIMO3_V25/core/proof_obligations.py | Configuration | 17.1 KB | — |
| V2/AIMO3_V25/core/reporting.py | Configuration | 4.8 KB | — |
| V2/AIMO3_V25/core/router_stack.py | Configuration | 13.2 KB | — |
| V2/AIMO3_V25/core/safe_python.py | Configuration | 4.4 KB | — |
| V2/AIMO3_V25/core/semantic_router.py | Configuration | 19.4 KB | — |
| V2/AIMO3_V25/core/target_spec.py | Configuration | 7.0 KB | — |
| V2/AIMO3_V25/core/tool_argument_grounder.py | Configuration | 29.5 KB | — |
| V2/AIMO3_V25/core/tool_catalog.py | Configuration | 31.5 KB | — |
| V2/AIMO3_V25/core/tool_contract.py | Configuration | 9.7 KB | — |
| V2/AIMO3_V25/core/tools.py | Configuration | 9.5 KB | — |
| V2/AIMO3_V25/core/tri_agent_protocol.py | Configuration | 13.6 KB | — |
| V2/AIMO3_V25/core/tri_agent_reasoner.py | Configuration | 103.9 KB | — |
| V2/AIMO3_V25/core/verified_rag.py | Configuration | 6.0 KB | — |
| V2/AIMO3_V25/rag/analyzer.py | Configuration | 8.9 KB | — |
| V2/AIMO3_V25/run_full_pipeline.py | Configuration | 1.6 KB | — |
| V2/AIMO3_V25/run_pdf_pipeline.py | Configuration | 11.6 KB | — |
| V2/AIMO3_V25/scripts/check_models.py | Configuration | 1.1 KB | — |
| V2/AIMO3_V25/scripts/ingest_math_corpus.py | Configuration | 4.8 KB | — |
| V2/AIMO3_V25/scripts/inspect_pdf.py | Configuration | 1.2 KB | — |
| V2/AIMO3_V25/scripts/leakage_filter.py | Configuration | 1.5 KB | — |
| V2/AIMO3_V25/scripts/make_submission.py | Configuration | 1.5 KB | — |
| V2/AIMO3_V25/scripts/preflight.py | Configuration | 18.7 KB | — |
| V2/AIMO3_V25/scripts/summarize_runs.py | Configuration | 1.9 KB | — |
| V2/AIMO3_V25/tests/conftest.py | Configuration | 143 B | — |
| V2/AIMO3_V25/tests/test_v42_action_protocol.py | Configuration | 378 B | — |
| V2/AIMO3_V25/tests/test_v42_qwen_first.py | Configuration | 8.4 KB | — |
| V2/AIMO3_V25/tests/test_v43_no_compiler_p5_bridge.py | Configuration | 10.0 KB | — |
| V2/AIMO3_V25/tests/test_v44_schema_grounded_no_compiler.py | Configuration | 9.1 KB | — |
| V2/AIMO3_V25/tests/test_v45_registry_contract_rescue.py | Configuration | 15.6 KB | — |
| V2/AIMO3_V25/tests/test_v461_groundability_refine.py | Configuration | 3.6 KB | — |
| V2/AIMO3_V25/tests/test_v46_role_separation.py | Configuration | 6.7 KB | — |
| V2/AIMO3_V25/tests/test_v47_mathir.py | Configuration | 6.6 KB | — |
| V2/AIMO3_V25/tests/test_v48_hybrid_tool_factory.py | Configuration | 8.4 KB | — |
| V2/AIMO3_V25/tests/test_v49_accuracy_regressions.py | Configuration | 7.3 KB | — |
| V2/AIMO3_V25/tests/test_v4_all_tools_smoke.py | Configuration | 5.2 KB | — |
| V2/AIMO3_V25/tests/test_v4_auditor_normalization.py | Configuration | 498 B | — |
| V2/AIMO3_V25/tests/test_v4_blackboard.py | Configuration | 586 B | — |
| V2/AIMO3_V25/tests/test_v4_memory_protocol.py | Configuration | 1.2 KB | — |
| V2/AIMO3_V25/tests/test_v4_release.py | Configuration | 1.2 KB | — |
| V2/AIMO3_V25/tests/test_v4_release_guards.py | Configuration | 599 B | — |
| V2/AIMO3_V25/tests/test_v4_router_tools.py | Configuration | 1.5 KB | — |
| V2/AIMO3_V25/tests/test_v4_routing_tools.py | Configuration | 1.8 KB | — |
| V2/AIMO3_V25/tests/test_v4_tri_agent_mock.py | Configuration | 3.5 KB | — |
| V2/AIMO3_V25/validation/PREFLIGHT.json | Configuration | 7.3 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_01.json | Configuration | 29.6 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_02.json | Configuration | 60.3 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_03.json | Configuration | 33.7 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_04.json | Configuration | 57.1 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_05.json | Configuration | 24.4 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_06.json | Configuration | 36.4 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_07.json | Configuration | 33.8 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_08.json | Configuration | 26.2 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_09.json | Configuration | 24.9 KB | — |
| V2/aimo3_v4_9_runs/_memory/pdf_problem_10.json | Configuration | 28.1 KB | — |
| V2/aimo3_v4_9_runs/batch_summary.json | Configuration | 6.1 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_01.json | Configuration | 100.1 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_02.json | Configuration | 326.7 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_03.json | Configuration | 173.8 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_04.json | Configuration | 242.4 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_05.json | Configuration | 73.4 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_06.json | Configuration | 303.0 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_07.json | Configuration | 227.5 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_08.json | Configuration | 96.1 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_09.json | Configuration | 93.3 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_10.json | Configuration | 115.5 KB | — |
| V3/AIMO3_V25/MANIFEST.json | Configuration | 14.7 KB | — |
| V3/AIMO3_V25/config.yaml | Configuration | 6.9 KB | — |
| V3/AIMO3_V25/core/__init__.py | Configuration | 43 B | — |
| V3/AIMO3_V25/core/answer_contract.py | Configuration | 1.7 KB | — |
| V3/AIMO3_V25/core/blackboard.py | Configuration | 10.3 KB | — |
| V3/AIMO3_V25/core/budget.py | Configuration | 5.5 KB | — |
| V3/AIMO3_V25/core/config.py | Configuration | 1.8 KB | — |
| V3/AIMO3_V25/core/controller.py | Configuration | 1.6 KB | — |
| V3/AIMO3_V25/core/dynamic_tool_factory.py | Configuration | 20.2 KB | — |
| V3/AIMO3_V25/core/evaluation.py | Configuration | 1.2 KB | — |
| V3/AIMO3_V25/core/input_adapter.py | Configuration | 5.4 KB | — |
| V3/AIMO3_V25/core/math_ir.py | Configuration | 15.6 KB | — |
| V3/AIMO3_V25/core/math_tool_router.py | Configuration | 43.8 KB | — |
| V3/AIMO3_V25/core/model_manager.py | Configuration | 20.0 KB | — |
| V3/AIMO3_V25/core/native_tooling.py | Configuration | 2.2 KB | — |
| V3/AIMO3_V25/core/pdf_math_recovery.py | Configuration | 13.3 KB | — |
| V3/AIMO3_V25/core/pdf_reader.py | Configuration | 16.3 KB | — |
| V3/AIMO3_V25/core/pipeline.py | Configuration | 12.1 KB | — |
| V3/AIMO3_V25/core/problem_family.py | Configuration | 7.9 KB | — |
| V3/AIMO3_V25/core/proof_obligations.py | Configuration | 17.1 KB | — |
| V3/AIMO3_V25/core/reporting.py | Configuration | 4.8 KB | — |
| V3/AIMO3_V25/core/router_stack.py | Configuration | 13.2 KB | — |
| V3/AIMO3_V25/core/safe_python.py | Configuration | 4.4 KB | — |
| V3/AIMO3_V25/core/semantic_router.py | Configuration | 19.4 KB | — |
| V3/AIMO3_V25/core/target_spec.py | Configuration | 7.0 KB | — |
| V3/AIMO3_V25/core/tool_argument_grounder.py | Configuration | 29.5 KB | — |
| V3/AIMO3_V25/core/tool_catalog.py | Configuration | 31.5 KB | — |
| V3/AIMO3_V25/core/tool_contract.py | Configuration | 9.7 KB | — |
| V3/AIMO3_V25/core/tools.py | Configuration | 9.5 KB | — |
| V3/AIMO3_V25/core/tri_agent_protocol.py | Configuration | 13.6 KB | — |
| V3/AIMO3_V25/core/tri_agent_reasoner.py | Configuration | 109.8 KB | — |
| V3/AIMO3_V25/core/verified_rag.py | Configuration | 6.0 KB | — |
| V3/AIMO3_V25/rag/analyzer.py | Configuration | 8.9 KB | — |
| V3/AIMO3_V25/run_full_pipeline.py | Configuration | 1.6 KB | — |
| V3/AIMO3_V25/run_pdf_pipeline.py | Configuration | 11.6 KB | — |
| V3/AIMO3_V25/scripts/check_models.py | Configuration | 1.1 KB | — |
| V3/AIMO3_V25/scripts/ingest_math_corpus.py | Configuration | 4.8 KB | — |
| V3/AIMO3_V25/scripts/inspect_pdf.py | Configuration | 1.2 KB | — |
| V3/AIMO3_V25/scripts/leakage_filter.py | Configuration | 1.5 KB | — |
| V3/AIMO3_V25/scripts/make_submission.py | Configuration | 1.5 KB | — |
| V3/AIMO3_V25/scripts/preflight.py | Configuration | 18.8 KB | — |
| V3/AIMO3_V25/scripts/summarize_runs.py | Configuration | 1.9 KB | — |
| V3/AIMO3_V25/tests/conftest.py | Configuration | 143 B | — |
| V3/AIMO3_V25/tests/test_v410_controller_only_fix.py | Configuration | 3.0 KB | — |
| V3/AIMO3_V25/tests/test_v42_action_protocol.py | Configuration | 378 B | — |
| V3/AIMO3_V25/tests/test_v42_qwen_first.py | Configuration | 8.5 KB | — |
| V3/AIMO3_V25/tests/test_v43_no_compiler_p5_bridge.py | Configuration | 10.0 KB | — |
| V3/AIMO3_V25/tests/test_v44_schema_grounded_no_compiler.py | Configuration | 9.1 KB | — |
| V3/AIMO3_V25/tests/test_v45_registry_contract_rescue.py | Configuration | 15.6 KB | — |
| V3/AIMO3_V25/tests/test_v461_groundability_refine.py | Configuration | 3.6 KB | — |
| V3/AIMO3_V25/tests/test_v46_role_separation.py | Configuration | 6.7 KB | — |
| V3/AIMO3_V25/tests/test_v47_mathir.py | Configuration | 6.6 KB | — |
| V3/AIMO3_V25/tests/test_v48_hybrid_tool_factory.py | Configuration | 8.4 KB | — |
| V3/AIMO3_V25/tests/test_v49_accuracy_regressions.py | Configuration | 7.3 KB | — |
| V3/AIMO3_V25/tests/test_v4_all_tools_smoke.py | Configuration | 5.2 KB | — |
| V3/AIMO3_V25/tests/test_v4_auditor_normalization.py | Configuration | 498 B | — |
| V3/AIMO3_V25/tests/test_v4_blackboard.py | Configuration | 586 B | — |
| V3/AIMO3_V25/tests/test_v4_memory_protocol.py | Configuration | 1.2 KB | — |
| V3/AIMO3_V25/tests/test_v4_release.py | Configuration | 1.2 KB | — |
| V3/AIMO3_V25/tests/test_v4_release_guards.py | Configuration | 599 B | — |
| V3/AIMO3_V25/tests/test_v4_router_tools.py | Configuration | 1.5 KB | — |
| V3/AIMO3_V25/tests/test_v4_routing_tools.py | Configuration | 1.8 KB | — |
| V3/AIMO3_V25/tests/test_v4_tri_agent_mock.py | Configuration | 3.5 KB | — |
| V3/AIMO3_V25/validation/MEMORY_REPLAY_V4_10.json | Configuration | 965 B | — |
| V3/AIMO3_V25/validation/PREFLIGHT.json | Configuration | 7.3 KB | — |
| V3/aimo3_v4_10_runs/_memory/pdf_problem_01.json | Configuration | 33.0 KB | — |
| V3/aimo3_v4_10_runs/_memory/pdf_problem_02.json | Configuration | 52.2 KB | — |
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| V3/aimo3_v4_10_runs/pdf_problem_01.json | Configuration | 117.6 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_02.json | Configuration | 277.6 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_03.json | Configuration | 92.2 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_04.json | Configuration | 118.6 KB | — |
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| V3/aimo3_v4_10_runs/pdf_problem_06.json | Configuration | 95.6 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_07.json | Configuration | 258.7 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_08.json | Configuration | 98.6 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_09.json | Configuration | 139.5 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_10.json | Configuration | 72.4 KB | — |
| deepseek-r1-distill-qwen-1.5b/config.json | Configuration | 679 B | — |
| deepseek-r1-distill-qwen-1.5b/generation_config.json | Configuration | 181 B | — |
| qwen3-4b-instruct-2507/config.json | Configuration | 727 B | — |
| qwen3-4b-instruct-2507/generation_config.json | Configuration | 238 B | — |
| qwen3-4b-instruct-2507/model.safetensors.index.json | Configuration | 32.8 KB | — |
| qwen3-4b-thinking-2507/config.json | Configuration | 727 B | — |
| qwen3-4b-thinking-2507/generation_config.json | Configuration | 239 B | — |
| qwen3-4b-thinking-2507/model.safetensors.index.json | Configuration | 32.8 KB | — |
| AIMO3/ARCHITECTURE_FINAL.md | Documentation | 888 B | — |
| AIMO3/ARCHITECTURE_V26.md | Documentation | 1.4 KB | — |
| AIMO3/AUDIT_FIXES_V261.md | Documentation | 3.5 KB | — |
| AIMO3/FIXES_V263.md | Documentation | 950 B | — |
| AIMO3/FIXES_V264.md | Documentation | 2.2 KB | — |
| AIMO3/README_FINAL.md | Documentation | 435 B | — |
| AIMO3/README_V210.md | Documentation | 2.9 KB | — |
| AIMO3/README_V211.md | Documentation | 3.8 KB | — |
| AIMO3/README_V26.md | Documentation | 4.7 KB | — |
| AIMO3/README_V264.md | Documentation | 979 B | — |
| AIMO3/README_V270.md | Documentation | 3.5 KB | — |
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| AIMO3/README_V280.md | Documentation | 930 B | — |
| AIMO3/README_V281.md | Documentation | 1.5 KB | — |
| AIMO3/README_V290.md | Documentation | 2.0 KB | — |
| AIMO3/RECOVERY_FIXES_V262.md | Documentation | 1.0 KB | — |
| AIMO3/REFINEMENT_V210.md | Documentation | 2.1 KB | — |
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| AIMO3/REFINEMENT_V281.md | Documentation | 658 B | — |
| AIMO3/REFINEMENT_V290.md | Documentation | 889 B | — |
| AIMO3/rag_v3/CUSTOM_RAG_RESEARCH_PLAN.md | Documentation | 9.1 KB | — |
| AIMO3/rag_v3/KAGGLE_BUILD_STEPS.md | Documentation | 2.2 KB | — |
| V2/AIMO3_V25/ARCHITECTURE.md | Documentation | 2.8 KB | — |
| V2/AIMO3_V25/CHANGELOG_V4_8.md | Documentation | 1.5 KB | — |
| V2/AIMO3_V25/CHANGELOG_V4_9.md | Documentation | 2.5 KB | — |
| V2/AIMO3_V25/KNOWLEDGE_INDEX.md | Documentation | 2.0 KB | — |
| V2/AIMO3_V25/README.md | Documentation | 8.0 KB | — |
| V2/AIMO3_V25/RESEARCH_BASIS.md | Documentation | 1.6 KB | — |
| V2/AIMO3_V25/ROUTER_CATALOG.md | Documentation | 981 B | — |
| V2/AIMO3_V25/TOOL_CATALOG.md | Documentation | 9.6 KB | — |
| V2/AIMO3_V25/validation/TEST_REPORT.md | Documentation | 1.8 KB | — |
| V2/AIMO3_V25/validation/TEST_REPORT_V4_8.md | Documentation | 1.2 KB | — |
| V2/AIMO3_V25/validation/TEST_REPORT_V4_9.md | Documentation | 1.8 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_01.md | Documentation | 1.4 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_01_tri_agent_trace.md | Documentation | 33.1 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_02.md | Documentation | 777 B | — |
| V2/aimo3_v4_9_runs/pdf_problem_02_tri_agent_trace.md | Documentation | 155.9 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_03.md | Documentation | 617 B | — |
| V2/aimo3_v4_9_runs/pdf_problem_03_tri_agent_trace.md | Documentation | 71.4 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_04.md | Documentation | 896 B | — |
| V2/aimo3_v4_9_runs/pdf_problem_04_tri_agent_trace.md | Documentation | 109.7 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_05.md | Documentation | 1.2 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_05_tri_agent_trace.md | Documentation | 19.4 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_06.md | Documentation | 681 B | — |
| V2/aimo3_v4_9_runs/pdf_problem_06_tri_agent_trace.md | Documentation | 148.8 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_07.md | Documentation | 797 B | — |
| V2/aimo3_v4_9_runs/pdf_problem_07_tri_agent_trace.md | Documentation | 100.3 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_08.md | Documentation | 1.4 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_08_tri_agent_trace.md | Documentation | 28.6 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_09.md | Documentation | 1.1 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_09_tri_agent_trace.md | Documentation | 28.3 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_10.md | Documentation | 1.3 KB | — |
| V2/aimo3_v4_9_runs/pdf_problem_10_tri_agent_trace.md | Documentation | 31.4 KB | — |
| V3/AIMO3_V25/ARCHITECTURE.md | Documentation | 2.8 KB | — |
| V3/AIMO3_V25/CHANGELOG_V4_10.md | Documentation | 1.9 KB | — |
| V3/AIMO3_V25/CHANGELOG_V4_8.md | Documentation | 1.5 KB | — |
| V3/AIMO3_V25/CHANGELOG_V4_9.md | Documentation | 2.5 KB | — |
| V3/AIMO3_V25/KNOWLEDGE_INDEX.md | Documentation | 2.0 KB | — |
| V3/AIMO3_V25/README.md | Documentation | 8.4 KB | — |
| V3/AIMO3_V25/RESEARCH_BASIS.md | Documentation | 1.6 KB | — |
| V3/AIMO3_V25/ROUTER_CATALOG.md | Documentation | 983 B | — |
| V3/AIMO3_V25/TOOL_CATALOG.md | Documentation | 9.6 KB | — |
| V3/AIMO3_V25/validation/TEST_REPORT.md | Documentation | 1.2 KB | — |
| V3/AIMO3_V25/validation/TEST_REPORT_V4_10.md | Documentation | 1.2 KB | — |
| V3/AIMO3_V25/validation/TEST_REPORT_V4_8.md | Documentation | 1.2 KB | — |
| V3/AIMO3_V25/validation/TEST_REPORT_V4_9.md | Documentation | 1.8 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_01.md | Documentation | 970 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_01_tri_agent_trace.md | Documentation | 46.1 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_02.md | Documentation | 780 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_02_tri_agent_trace.md | Documentation | 114.2 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_03.md | Documentation | 837 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_03_tri_agent_trace.md | Documentation | 30.3 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_04.md | Documentation | 910 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_04_tri_agent_trace.md | Documentation | 46.9 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_05.md | Documentation | 862 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_05_tri_agent_trace.md | Documentation | 20.5 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_06.md | Documentation | 895 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_06_tri_agent_trace.md | Documentation | 31.9 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_07.md | Documentation | 800 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_07_tri_agent_trace.md | Documentation | 107.0 KB | — |
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| V3/aimo3_v4_10_runs/pdf_problem_08_tri_agent_trace.md | Documentation | 31.5 KB | — |
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| V3/aimo3_v4_10_runs/pdf_problem_09_tri_agent_trace.md | Documentation | 52.8 KB | — |
| V3/aimo3_v4_10_runs/pdf_problem_10.md | Documentation | 934 B | — |
| V3/aimo3_v4_10_runs/pdf_problem_10_tri_agent_trace.md | Documentation | 19.8 KB | — |
| deepseek-r1-distill-qwen-1.5b/LICENSE | Documentation | 1.1 KB | — |
| qwen3-4b-instruct-2507/LICENSE | Documentation | 11.3 KB | — |
| qwen3-4b-thinking-2507/LICENSE | Documentation | 11.3 KB | — |
| AIMO3/Kaggle_v210_Run.ipynb | Other | 2.8 KB | — |
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| AIMO3/Kaggle_v26_Run.ipynb | Other | 2.7 KB | — |
| AIMO3/Kaggle_v270_Run.ipynb | Other | 2.4 KB | — |
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| AIMO3/Kaggle_v280_Run.ipynb | Other | 2.4 KB | — |
| AIMO3/Kaggle_v281_Run.ipynb | Other | 2.5 KB | — |
| AIMO3/Kaggle_v290_Run.ipynb | Other | 2.4 KB | — |
| AIMO3/data/knowledge_chunks.jsonl | Other | 40.2 KB | — |
| AIMO3/data/source_catalog_v2.csv | Other | 6.9 KB | — |
| AIMO3/data/strategy_patterns.jsonl | Other | 2.8 KB | — |
| AIMO3/data/theorems.jsonl | Other | 22.2 KB | — |
| AIMO3/examples/problems.jsonl | Other | 187 B | — |
| AIMO3/index/README_V26.txt | Other | 198 B | — |
| AIMO3/requirements-kaggle.txt | Other | 183 B | — |
| AIMO3/scripts/run_tests_v26.sh | Other | 62 B | — |
| AIMO3_Paper_Revised_Final_v5.pdf | Other | 356.4 KB | 74e5fd2f4271 |
| V2/AIMO3_V25/Kaggle_Run.ipynb | Other | 8.5 KB | — |
| V2/AIMO3_V25/START_HERE.txt | Other | 849 B | — |
| V2/AIMO3_V25/VERSION | Other | 6 B | — |
| V2/AIMO3_V25/data/verified_rag/failures.jsonl | Other | 34.5 KB | — |
| V2/AIMO3_V25/data/verified_rag/solutions.jsonl | Other | 16.7 KB | — |
| V2/AIMO3_V25/data/verified_rag/strategies.jsonl | Other | 13.2 KB | — |
| V2/AIMO3_V25/data/verified_rag/theorems.jsonl | Other | 32.3 KB | — |
| V2/AIMO3_V25/data/verified_rag/tool_recipes.jsonl | Other | 46.1 KB | — |
| V2/AIMO3_V25/requirements-cpu.txt | Other | 92 B | — |
| V2/AIMO3_V25/requirements-kaggle.txt | Other | 183 B | — |
| V2/AIMO3_V25/requirements-rag-prep.txt | Other | 38 B | — |
| V3/AIMO3_V25/Kaggle_Run.ipynb | Other | 8.6 KB | — |
| V3/AIMO3_V25/START_HERE.txt | Other | 853 B | — |
| V3/AIMO3_V25/VERSION | Other | 7 B | — |
| V3/AIMO3_V25/data/verified_rag/failures.jsonl | Other | 34.5 KB | — |
| V3/AIMO3_V25/data/verified_rag/solutions.jsonl | Other | 16.7 KB | — |
| V3/AIMO3_V25/data/verified_rag/strategies.jsonl | Other | 13.2 KB | — |
| V3/AIMO3_V25/data/verified_rag/theorems.jsonl | Other | 32.3 KB | — |
| V3/AIMO3_V25/data/verified_rag/tool_recipes.jsonl | Other | 46.1 KB | — |
| V3/AIMO3_V25/requirements-cpu.txt | Other | 92 B | — |
| V3/AIMO3_V25/requirements-kaggle.txt | Other | 183 B | — |
| V3/AIMO3_V25/requirements-rag-prep.txt | Other | 38 B | — |
| olympiad_hybrid_natural_EN.pdf | Other | 311.2 KB | a898107888c6 |
| olympiad_hybrid_natural_VI.pdf | Other | 331.8 KB | 0fd498c34831 |
| .gitattributes | Repository | 1.9 KB | — |
| AIMO3/.gitignore | Repository | 156 B | — |
| deepseek-r1-distill-qwen-1.5b/tokenizer.json | Tokenizer | 7.0 MB | — |
| deepseek-r1-distill-qwen-1.5b/tokenizer_config.json | Tokenizer | 3.1 KB | — |
| qwen3-4b-instruct-2507/merges.txt | Tokenizer | 1.7 MB | — |
| qwen3-4b-instruct-2507/tokenizer.json | Tokenizer | 11.4 MB | aeb13307a71a |
| qwen3-4b-instruct-2507/tokenizer_config.json | Tokenizer | 9.4 KB | — |
| qwen3-4b-instruct-2507/vocab.json | Tokenizer | 2.8 MB | — |
| qwen3-4b-thinking-2507/merges.txt | Tokenizer | 1.7 MB | — |
| qwen3-4b-thinking-2507/tokenizer.json | Tokenizer | 11.4 MB | aeb13307a71a |
| qwen3-4b-thinking-2507/tokenizer_config.json | Tokenizer | 10.8 KB | — |
| qwen3-4b-thinking-2507/vocab.json | Tokenizer | 2.8 MB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 19.6 GB
Download from Lê Minh Hùng
Released by Lê Minh Hùng through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 19.6 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.