{
    "components": {
        "python": {
            "3.10": { "ver": "3.10.9", "label": "Python 3.10.9 (Legacy)" },
            "3.11": { "ver": "3.11.14", "label": "Python 3.11.14 (Recommended)" }
        },
        "torch": {
            "cu128": {
                "label": "Torch 2.7.1 + CUDA 12.8",
                "cmd": "torch==2.7.1 torchvision==0.22.1 torchaudio==2.7.1 --index-url https://download.pytorch.org/whl/cu128"
            },
            "cu130": {
                "label": "Torch 2.10.0 + CUDA 13.0",
                "cmd": "torch==2.10.0 torchvision==0.25.0 torchaudio==2.10.0 --index-url https://download.pytorch.org/whl/cu130"                
            },
            "rocm65": {
                "label": "ROCm 6.5 (TheRock)",
                "cmd": {
                    "win": "https://github.com/scottt/rocm-TheRock/releases/download/v6.5.0rc-pytorch-gfx110x/torch-2.7.0a0+rocm_git3f903c3-cp311-cp311-win_amd64.whl https://github.com/scottt/rocm-TheRock/releases/download/v6.5.0rc-pytorch-gfx110x/torchvision-0.22.0+9eb57cd-cp311-cp311-win_amd64.whl https://github.com/scottt/rocm-TheRock/releases/download/v6.5.0rc-pytorch-gfx110x/torchaudio-2.7.0a0+52638ef-cp311-cp311-win_amd64.whl",
                    "linux": "torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm6.2"
                }
            },
            "mps": {
                "label": "Torch (MPS / Apple Silicon)",
                "cmd": "torch torchvision torchaudio"
            }
        },
        "triton": {
            "v33": { 
                "label": "Triton < 3.3", 
                "cmd": {
                    "win": "-U \"triton-windows<3.3\"",
                    "linux": "-U \"triton<3.3\""
                }
            },
            "v34": { 
                "label": "Triton < 3.4", 
                "cmd": {
                    "win": "-U \"triton-windows<3.4\"",
                    "linux": "-U \"triton<3.4\""
                }
            },
            "latest": { 
                "label": "Triton Latest", 
                "cmd": {
                    "win": "-U triton-windows",
                    "linux": "-U triton"
                }
            }
        },
        "sage": {
            "v1": { "label": "Sage Attention 1.0.6 (RTX 20XX / Turing)", "cmd": "sageattention==1.0.6" },
            "v211": {
                "label": "Sage Attention 2.1.1 (RTX 30XX+ / Ampere+)",
                "cmd": {
                    "win": "https://github.com/woct0rdho/SageAttention/releases/download/v2.1.1-windows/sageattention-2.1.1+cu126torch2.6.0-cp310-cp310-win_amd64.whl",
                    "linux": "pip install \"setuptools<=75.8.2\" ninja wheel --force-reinstall && git clone https://github.com/thu-ml/SageAttention && pip install --no-build-isolation -e SageAttention"
                }
            },
            "v220": {
                "label": "Sage Attention 2.2.0 (RTX 30XX+ / Ampere+)",
                "cmd": {
                    "win": "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows/sageattention-2.2.0+cu128torch2.7.1-cp310-cp310-win_amd64.whl",
                    "linux": "pip install \"setuptools<=75.8.2\" ninja wheel --force-reinstall && git clone https://github.com/thu-ml/SageAttention && pip install --no-build-isolation -e SageAttention"
                }
            },
            "v220_cu13": {
                "label": "Sage Attention 2.2.0 (CUDA 13, RTX 30XX+ / Ampere+)",
                "cmd": {
                    "win": "https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post4/sageattention-2.2.0+cu130torch2.9.0andhigher.post4-cp39-abi3-win_amd64.whl",
                    "linux": "pip install \"setuptools<=75.8.2\" ninja wheel --force-reinstall && git clone https://github.com/thu-ml/SageAttention && pip install --no-build-isolation -e SageAttention"
                }
            }
        },
        "sparge": {
            "v010_cu128": {
                "label": "Sparge Attention 0.1.0 (CUDA 12.8 / Torch 2.7.1)",
                "cmd": {
                    "win": "https://github.com/woct0rdho/SpargeAttn/releases/download/v0.1.0-windows.post3/spas_sage_attn-0.1.0%2Bcu128torch2.7.1.post3-cp39-abi3-win_amd64.whl",
                    "linux": "{pip} ninja wheel packaging && {pip} --no-build-isolation git+https://github.com/woct0rdho/SpargeAttn.git"
                }
            },
            "v010_cu13": {
                "label": "Sparge Attention 0.1.0 (CUDA 13 / Torch 2.9+ ABI)",
                "cmd": {
                    "win": "https://github.com/woct0rdho/SpargeAttn/releases/download/v0.1.0-windows.post4/spas_sage_attn-0.1.0%2Bcu130torch2.9.0andhigher.post4-cp39-abi3-win_amd64.whl",
                    "linux": "{pip} ninja wheel packaging && {pip} --no-build-isolation git+https://github.com/woct0rdho/SpargeAttn.git"
                }
            }
        },
        "flash": {
            "v210": {
                "label": "Flash Attention 2.8.x",
                "cmd": {
                    "win": "https://github.com/deepbeepmeep/kernels/releases/download/Flash2/flash_attn-2.8.3-cp311-cp311-win_amd64.whl",
                    "linux": "flash-attn"
                }
            }
        },
        "kernels": {
            "nunchaku": { 
                "label": "Nunchaku INT4/FP4", 
                "cmd": {
                    "win": "https://github.com/deepbeepmeep/kernels/releases/download/v1.2.0_Nunchaku/nunchaku-1.2.0+torch2.7-cp310-cp310-win_amd64.whl",
                    "linux": "https://github.com/deepbeepmeep/kernels/releases/download/v1.2.0_Nunchaku/nunchaku-1.2.0+torch2.7-cp310-cp310-linux_x86_64.whl"
                }
            },
            "nunchaku_cu13": { 
                "label": "Nunchaku INT4/FP4 (CUDA 13)", 
                "cmd": {
                    "win": "https://github.com/nunchaku-ai/nunchaku/releases/download/v1.2.1/nunchaku-1.2.1+cu13.0torch2.10-cp311-cp311-win_amd64.whl",
                    "linux": "https://github.com/nunchaku-ai/nunchaku/releases/download/v1.2.1/nunchaku-1.2.1+cu13.0torch2.10-cp311-cp311-linux_x86_64.whl"
                }
            },
            "light2xv": { 
                "label": "Light2xv NVFP4 (RTX 50xx)", 
                "cmd": {
                    "win": "https://github.com/deepbeepmeep/kernels/releases/download/Light2xv/lightx2v_kernel-0.0.2+torch2.10.0-cp311-abi3-win_amd64.whl",
                    "linux": "https://github.com/deepbeepmeep/kernels/releases/download/Light2xv/lightx2v_kernel-0.0.2+torch2.10.0-cp311-abi3-linux_x86_64.whl"
                }
            },
            "gguf": { 
                "label": "GGUF llama.cpp CUDA Kernels", 
                "cmd": {
                    "win": "https://github.com/deepbeepmeep/kernels/releases/download/GGUF_Kernels/llamacpp_gguf_cuda-1.0.14+torch210cu130py311-cp311-cp311-win_amd64.whl",
                    "linux": "https://github.com/deepbeepmeep/kernels/releases/download/GGUF_Kernels/llamacpp_gguf_cuda-1.0.14+torch210cu130py311-cp311-cp311-linux_x86_64.whl"
                }
            }
        }
    },
    "gpu_profiles": {
        "GTX_10":      { "python": "3.10", "torch": "cu128", "triton": null,     "sage": null,       "sparge": null, "flash": null, "kernels": [] },
        "RTX_20":      { "python": "3.11", "torch": "cu130", "triton": "latest", "sage": "v1", "sparge": null, "flash": "v210", "kernels": ["nunchaku_cu13", "gguf"] },
        "RTX_30":      { "python": "3.11", "torch": "cu130", "triton": "latest", "sage": "v220_cu13", "sparge": "v010_cu13", "flash": "v210", "kernels": ["nunchaku_cu13", "gguf"] },
        "RTX_40":      { "python": "3.11", "torch": "cu130", "triton": "latest", "sage": "v220_cu13", "sparge": "v010_cu13", "flash": "v210", "kernels": ["nunchaku_cu13", "gguf"] },
        "RTX_50":      { "python": "3.11", "torch": "cu130", "triton": "latest", "sage": "v220_cu13", "sparge": "v010_cu13", "flash": "v210", "kernels": ["nunchaku_cu13","light2xv", "gguf"] },
        "AMD_GFX110X": { "python": "3.11", "torch": "rocm65", "triton": null, "sage": null, "sparge": null, "flash": null, "kernels": [], "env": {"HSA_OVERRIDE_GFX_VERSION": "11.0.0"} },
        "AMD_GFX1151": { "python": "3.11", "torch": "rocm65", "triton": null, "sage": null, "sparge": null, "flash": null, "kernels": [], "env": {"HSA_OVERRIDE_GFX_VERSION": "11.5.1"} },
        "AMD_GFX1201": { "python": "3.11", "torch": "rocm65", "triton": null, "sage": null, "sparge": null, "flash": null, "kernels": [], "env": {"HSA_OVERRIDE_GFX_VERSION": "12.0.1"} },
        "MPS":         { "python": "3.11", "torch": "mps", "triton": null, "sage": null, "sparge": null, "flash": null, "kernels": [], "attention": "sdpa" }
    }
}