├── .github ├── config.yml ├── dependabot.yml └── workflows │ ├── docs.yml │ ├── integration.yml │ ├── publish.yml │ └── test.yml ├── .gitignore ├── CLAUDE.md ├── LICENSE ├── Makefile ├── README.md ├── assets ├── df-demo.gif ├── logo-light.png └── star.gif ├── coverage.xml ├── deepfabric ├── __init__.py ├── __main__.py ├── builders.py ├── builders_agent.py ├── cli.py ├── config.py ├── config_manager.py ├── constants.py ├── dataset_manager.py ├── error_codes.py ├── evaluation │ ├── __init__.py │ ├── backends │ │ ├── __init__.py │ │ ├── ollama_backend.py │ │ └── transformers_backend.py │ ├── evaluator.py │ ├── evaluators │ │ ├── __init__.py │ │ ├── base.py │ │ ├── builtin │ │ │ ├── __init__.py │ │ │ └── tool_calling.py │ │ └── registry.py │ ├── inference.py │ ├── metrics.py │ ├── parser.py │ └── reporters │ │ ├── __init__.py │ │ ├── base.py │ │ ├── cloud_reporter.py │ │ ├── file_reporter.py │ │ └── multi_reporter.py ├── exceptions.py ├── factory.py ├── generator.py ├── graph.py ├── hf_hub.py ├── kaggle_hub.py ├── llm │ ├── __init__.py │ ├── client.py │ ├── errors.py │ ├── rate_limit_config.py │ ├── rate_limit_detector.py │ └── retry_handler.py ├── metrics.py ├── progress.py ├── prompts.py ├── schemas.py ├── tools │ ├── __init__.py │ ├── defaults.py │ └── loader.py ├── topic_manager.py ├── topic_model.py ├── tree.py ├── tui.py ├── update_checker.py ├── utils.py └── validation.py ├── docs ├── api │ ├── config.md │ ├── generator.md │ ├── graph.md │ ├── index.md │ └── tree.md ├── cli │ ├── format.md │ ├── generate.md │ ├── index.md │ ├── upload.md │ ├── validate.md │ └── visualize.md ├── examples │ ├── advanced-workflows.md │ ├── agent-tool-calling.md │ ├── basic-usage.md │ ├── huggingface-integration.md │ └── index.md ├── getting-started │ ├── first-dataset.md │ ├── index.md │ └── installation.md ├── guide │ ├── configuration.md │ ├── dataset-format.md │ ├── dataset-generation.md │ ├── generator-pattern.md │ ├── index.md │ ├── instruction-formats │ │ ├── agent-tool-calling │ │ │ ├── configuration │ │ │ │ ├── python-api.md │ │ │ │ └── yaml-config.md │ │ │ ├── index.md │ │ │ ├── multi-turn.md │ │ │ ├── single-turn.md │ │ │ └── tutorials │ │ │ │ └── getting-started.md │ │ └── chain-of-thought │ │ │ ├── advanced │ │ │ └── reasoning-styles.md │ │ │ ├── configuration │ │ │ ├── python-api.md │ │ │ └── yaml-config.md │ │ │ ├── formats │ │ │ ├── free-text.md │ │ │ ├── hybrid.md │ │ │ └── structured.md │ │ │ ├── index.md │ │ │ ├── reference │ │ │ ├── schemas.md │ │ │ └── troubleshooting.md │ │ │ └── tutorials │ │ │ └── math-reasoning.md │ ├── provider-integration.md │ ├── system-prompts.md │ ├── topic-graphs.md │ ├── topic-trees.md │ └── yaml-tool-configuration.md ├── images │ └── logo-light.png ├── index.md └── operation │ ├── error-codes.md │ └── rate-limiting.md ├── examples ├── agent-tools-multi.yaml ├── agent-tools-single.yaml ├── basic.yaml ├── complete.yaml ├── custom-tools.yaml └── reasoning.yaml ├── misc └── test_update_manual.py ├── mkdocs.yml ├── model_mappings_example.yaml ├── notebooks └── trl_sft_training.ipynb ├── pyproject.toml ├── test-run ├── 01-alpaca.txt ├── 01-chatml.txt ├── 01-grpo.txt ├── 01-xlam_v2.txt ├── 02-trl2.txt ├── 02-xlam_v2.txt ├── 04-agent-tool-conversations.jsnl └── 04-single-agent-tools ├── tests ├── __init__.py ├── integration │ ├── __init__.py │ └── test_tree_integration.py └── unit │ ├── __init__.py │ ├── conftest.py │ ├── test_api_key_validation.py │ ├── test_cli.py │ ├── test_config.py │ ├── test_error_codes.py │ ├── test_generator.py │ ├── test_hf_hub.py │ ├── test_kaggle_hub.py │ ├── test_modular_config.py │ ├── test_rate_limiting.py │ ├── test_schemas.py │ ├── test_topic_graph.py │ └── test_update_checker.py ├── tools └── yaml_to_openai_tools.py └── uv.lock /.github/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/always-further/deepfabric/HEAD/.github/config.yml 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