gfm-rag

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[NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation

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최종 버전 다운로드 (.zip)

- - code-quality.yml
  - gh-pages.yml
  - python-publish.yml
- - datasets.md
  - doc_ranker.md
  - evaluator.md
  - gfmrag_retriever.md
  - graph_indexer.md
  - llms.md
  - losses.md
  - models.md
  - prompt_builder.md
  - text_emb_models.md
- - doc_ranker_config.md
  - el_model_config.md
  - g_reasoner_config.md
  - g_reasoner_graph_index_config.md
  - g_reasoner_retrieval_config.md
  - g_reasoner_sft_config.md
  - gfm_rag_config.md
  - gfm_rag_graph_index_config.md
  - gfmrag_finetune_config.md
  - gfmrag_pretrain_config.md
  - gfmrag_retriever_config.md
  - graph_constructor_config.md
  - index.md
  - kg_index_config.md
  - ner_model_config.md
  - openie_model_config.md
  - sft_constructor_config.md
  - text_embedding_config.md
  - wandb_config.md
- - g_reasoner.md
  - gfm_rag.md
  - overview.md
- - quick_start.md
- - g-reasoner.png
  - intro.png
- - data_format.md
  - index.md
  - path_interpretation.md
  - retrieval_and_qa.md
  - training.md
- CHANGELOG.md
- DEVELOPING.md
- index.md
- install.md
- - __init__.py
  - base_evaluator.py
  - hotpot_qa_evaluator.py
  - musique_evaluator.py
  - retrieval_evaluator.py
  - two_wiki_qa_evaluator.py
- - __init__.py
  - langchain_util.py
  - openie_extraction_instructions.py
  - utils.py
- - __init__.py
  - graph_dataset_loader.py
  - graph_index_dataset.py
  - graph_index_dataset_v1.py
- - __init__.py
  - base_hf_causal_model.py
  - base_language_model.py
  - chatgpt.py
- - __init__.py
  - base_model.py
- - __init__.py
  - base_model.py
  - configuration_nvembed.py
  - modeling_nvembed.py
  - nv_embed.py
  - qwen3_model.py
- - __init__.py
  - base_trainer.py
  - kgc_trainer.py
  - sft_trainer.py
  - training_args.py
- - __init__.py
  - dist_graph_utils.py
  - qa_utils.py
  - setup_training.py
  - util.py
  - wandb_utils.py
- - __init__.py
  - index_dataset.py
  - kgc_training.py
  - qa.py
  - qa_ircot_inference.py
  - README.md
  - sft_training.py
- __init__.py
- gfmrag_retriever.py
- graph_indexer.py
- losses.py
- prompt_builder.py
- - stage1_data_index.sh
  - stage2_evaluate.sh
  - stage2_finetune.sh
  - stage3_qa_inference.sh
  - stage3_qa_ircot_inference.sh
- - stage1_data_index.sh
  - stage2_finetune.sh
  - stage2_pretrain.sh
  - stage3_qa_inference.sh
  - stage3_qa_ircot_inference.sh
- - README.md
- __init__.py
- profile_split_graph.py
- test_el_model.py
- test_gfm_rag_scripts.py
- test_gfmrag_retriever.py
- test_ner_model.py
- test_ner_model_parallel.py
- test_openie_model.py
- test_openie_model_parallel.py
- test_pretrained_dataset_config.py
- test_stage2_dataset.py
- test_text_emb_model.py
.env.example
.gitignore
.pre-commit-config.yaml
LICENSE
mkdocs.yml
mypy.ini
poetry.lock
pyproject.toml
pytest.ini
README.md

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