├── .gitignore ├── LICENSE ├── README.md ├── benchmark ├── mbpp │ ├── __init__.py │ ├── data.py │ ├── evaluation.py │ └── function_execution.py ├── test_cnndm.py ├── test_gsm8k.py ├── test_human_eval.py ├── test_mbpp.py ├── test_specbench │ ├── LICENSE │ ├── Leaderboard.md │ ├── ROADMAP.md │ ├── Readme.md │ ├── assets │ │ ├── 7B.png │ │ └── logo.png │ ├── data │ │ └── spec_bench │ │ │ └── question.jsonl │ ├── eval.sh │ ├── evaluation │ │ ├── __init__.py │ │ ├── equal.py │ │ ├── eval.py │ │ ├── inference_baseline.py │ │ ├── inference_eagle.py │ │ ├── inference_hydra.py │ │ ├── inference_lookahead.py │ │ ├── inference_medusa.py │ │ ├── inference_ouroboros.py │ │ ├── inference_pld.py │ │ ├── inference_rest.py │ │ ├── inference_space.py │ │ ├── inference_sps.py │ │ └── speed.py │ ├── model │ │ ├── eagle │ │ │ ├── __init__.py │ │ │ ├── choices.py │ │ │ ├── cnets.py │ │ │ ├── config.json │ │ │ ├── configs.py │ │ │ ├── ea_model.py │ │ │ ├── kv_cache.py │ │ │ ├── modeling_Mixtral_kv.py │ │ │ ├── modeling_llama_kv.py │ │ │ ├── utils.py │ │ │ ├── utils_alpha.py │ │ │ └── utils_c.py │ │ ├── hydra │ │ │ ├── __init__.py │ │ │ ├── hydra_choices.py │ │ │ ├── hydra_heads │ │ │ │ ├── __init__.py │ │ │ │ ├── cross_attention_head.py │ │ │ │ ├── eagle_head.py │ │ │ │ ├── mlp_head.py │ │ │ │ └── prefix_mlp_head.py │ │ │ ├── hydra_model.py │ │ │ ├── kv_cache.py │ │ │ ├── modeling_llama_kv.py │ │ │ └── utils.py │ │ ├── lade │ │ │ ├── __init__.py │ │ │ ├── decoding.py │ │ │ ├── lade_distributed.py │ │ │ ├── models │ │ │ │ └── llama.py │ │ │ └── utils.py │ │ ├── medusa │ │ │ ├── __init__.py │ │ │ ├── kv_cache.py │ │ │ ├── medusa_choices.py │ │ │ ├── medusa_model.py │ │ │ ├── modeling_llama_kv.py │ │ │ └── utils.py │ │ ├── ouro.tar │ │ ├── ouroboros │ │ │ ├── __init__.py │ │ │ ├── cache_engine │ │ │ │ ├── __init__.py │ │ │ │ └── cache_engine.py │ │ │ ├── kv_cache_model.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── mask_making_llama.py │ │ │ │ └── modeling_llama.py │ │ │ └── ouroboros.py │ │ ├── pld │ │ │ └── pld.py │ │ ├── rest │ │ │ ├── DraftRetriever │ │ │ │ ├── Cargo.lock │ │ │ │ ├── Cargo.toml │ │ │ │ ├── LICENSE │ │ │ │ ├── README.md │ │ │ │ ├── build.rs │ │ │ │ ├── draftretriever │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── draftretriever.pyi │ │ │ │ │ └── py.typed │ │ │ │ ├── pyproject.toml │ │ │ │ └── src │ │ │ │ │ ├── lib.rs │ │ │ │ │ └── libsais │ │ │ │ │ ├── libsais.c │ │ │ │ │ └── libsais.h │ │ │ ├── datastore │ │ │ │ ├── datastore.sh │ │ │ │ └── get_datastore_chat.py │ │ │ └── rest │ │ │ │ ├── __init__.py │ │ │ │ ├── inference │ │ │ │ ├── __init__.py │ │ │ │ └── cli.py │ │ │ │ └── model │ │ │ │ ├── __init__.py │ │ │ │ ├── kv_cache.py │ │ │ │ ├── modeling_llama_kv.py │ │ │ │ ├── rest_model.py │ │ │ │ └── utils.py │ │ ├── space │ │ │ └── modeling_llama_space.py │ │ └── sps │ │ │ └── decoding.py │ └── requirements.txt └── test_wmt16.py ├── figure ├── .DS_Store ├── logo.png ├── main_result_code.png ├── method_framework.png ├── method_inspiration.png └── ouroboros.gif ├── ouroboros ├── __init__.py ├── cache_engine │ ├── __init__.py │ └── cache_engine.py ├── kv_cache_model.py ├── models │ ├── __init__.py │ ├── mask_making_llama.py │ └── modeling_llama.py └── ouroboros.py ├── setup.py └── test.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/Ouroboros/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/Ouroboros/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/Ouroboros/HEAD/README.md -------------------------------------------------------------------------------- /benchmark/mbpp/__init__.py: 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