├── LICENSE ├── README.md ├── assets ├── Snowflake-Arctic-hero-slim.png ├── Snowflake-Arctic-hero.png ├── Standard MoE vs Arctic.png └── Training Efficiency Figure.png ├── inference ├── arctic │ ├── README.md │ ├── requirements.txt │ └── vllm │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── benchmarks │ │ ├── benchmark_batch.py │ │ └── benchmark_online.py │ │ └── offline_inference_arctic.py └── llama3.1 │ ├── README.md │ ├── benchmark_trace.py │ └── synth-1k.jsonl └── training ├── arctic ├── README.md ├── ds_to_hf_converter.py └── lora_script.py └── llama3.1 ├── README.md ├── apply_ds_adapters.py ├── lora_script.py ├── requirements.txt ├── run-llama.sh └── zero-2.json /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Snowflake-Labs/snowflake-arctic/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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