├── .flake8 ├── .gitignore ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── docs ├── animation_icon.png ├── beam_to_prefix_tree.md ├── bf16-non-greedy.gif ├── drafter.graffle ├── drafter.md ├── drafter.png ├── index.md ├── pairwise_comparison.md ├── parity-bf16.png ├── parity-fp32.png ├── parity_check.md ├── record_screen.md ├── speculative_sampling.md ├── tree_attention.dot ├── tree_attention.md └── tree_attention.png ├── pyproject.toml ├── recurrent_drafting ├── __init__.py ├── attention.py ├── attention_test.py ├── autoregressive.py ├── benchmark │ ├── perf_wrt_batch_size │ │ ├── README.md │ │ ├── make_csv.bash │ │ └── run.bash │ └── perf_wrt_candidates │ │ ├── README.md │ │ ├── bs-8-np-32-beam-48-len-16.mov │ │ ├── make_csv.awk │ │ └── run.bash ├── chat.py ├── chat_test.py ├── cmd │ ├── __init__.py │ ├── generate.py │ ├── generate_test.py │ ├── train.py │ └── train.sh ├── configuration_drafter.py ├── kv_cache.py ├── kv_cache_test.py ├── mlx │ ├── README.md │ ├── __init__.py │ ├── attention.py │ ├── attention_test.py │ ├── autoregressive.py │ ├── cmd │ │ └── generate.py │ ├── experiments │ │ ├── README.md │ │ ├── analyze_perf_data.py │ │ ├── benchmark_autoregression.py │ │ ├── benchmark_recurrent_drafting.py │ │ ├── m1-max │ │ │ ├── autoregression.csv │ │ │ ├── p.pdf │ │ │ └── recurrent_drafting.csv │ │ ├── m2-ultra │ │ │ ├── autoregression.csv │ │ │ ├── p.pdf │ │ │ └── recurrent_drafting.csv │ │ ├── m2 │ │ │ ├── autoregression.csv │ │ │ ├── p.pdf │ │ │ └── recurrent_drafting.csv │ │ ├── mlx-speedup-m1-max.png │ │ ├── mlx-speedup-m2-ultra.png │ │ ├── mlx-speedup.png │ │ └── vicuna_4bit.py │ ├── kv_cache.py │ ├── kv_cache_test.py │ ├── modeling_drafter.py │ ├── modeling_drafter_test.py │ ├── modeling_llama.py │ ├── modeling_llama_test.py │ ├── recurrent_drafting.py │ ├── recurrent_drafting_test.py │ ├── time_mlx.py │ ├── time_mlx_test.py │ ├── tree_attention.py │ └── tree_attention_test.py ├── modeling_drafter.py ├── modeling_drafter_test.py ├── modeling_llama.py ├── modeling_llama_test.py ├── recurrent_drafting.py ├── recurrent_drafting_test.py ├── rng.py ├── stats.py ├── stats_test.py ├── testdata │ ├── golden │ │ └── llama │ │ │ └── tiny │ │ │ ├── config.json │ │ │ ├── generation_config.json │ │ │ └── model.safetensors │ ├── sharegpt_tiny │ │ └── ShareGPT_V4.3_unfiltered_cleaned_split.json │ └── vicuna-7b-v1.3-tokenizer │ │ ├── special_tokens_map.json │ │ ├── tokenizer.model │ │ └── tokenizer_config.json ├── train │ ├── __init__.py │ ├── data.py │ ├── data_test.py │ ├── loss.py │ ├── loss_test.py │ └── model.py ├── tree_attention.py └── tree_attention_test.py └── setup.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/apple/ml-recurrent-drafter/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: 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