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zHFNToeEPftA4GhEDEe52DS7Kk3P78A95cLttKezZZP69zeycjLiWSJbAr69EWkImFeZfVN5H4t58VeVo1k6ovTyoy1NQodG6wVI1GQzo3mQoo9yhJiIevLAxb0GEULDpGlaK4AUAA7yyZ1UOJxNrsDFdPlmEvBM\/Jq3syF0iOABhCxiVC7YOImCXuJEgnR6OsyCJJaZqtqKI+j1J8rIQ0NlklEt3KJ5vae3NdIZaryI8ygrXsVxIhhPs+7x4Ft5UJWaRgyId6PUJMW7EhiD5wPn878Wd4+I+IHOxvKLj7MPUJHs\/RcwArEy8clZmDth2E5n14um2\/WgHuBqNqflFN9eHYg4\/1veqStJot+Qy5u1EhWxMqLNHGeVLX2V+7KfKHB8e+PFFhrlkIMHYMiJdq3qrj+MGvzDJfOlS9XDS0YYOXxX\/eOATIeTSUbm9YHCr9GI2fJeQgUfgd+CXTyg9LnfuyIOE6RlRAmdIFfgfLi9m\/sCGr0lHVjKQtkCQNyh2edf6yu6AyNBeamhiJPIm\/4wRyYReCIJd4ihvaS3inGG5+xgsqzErSXTOmOAa6KA4MUwSS8bfeqeBmWpMSnVJWn2X+bwZ4CqYAq+JZ\/cx6Qi58Sc1MtvsRVRvaE2nQcnUca97j4+8hlZpNXsm2rh\/X9a6zqZd68yHcrM6l1ocecqvTLxsysRLC\/83arXJZN3tIT59ErjojCbEMnCcLadNN4uyE\/Qm\/nsML566w65gNRxUoSanJePHCNsjS7Ylc7IijbQVnZ3gGuFxQy+eULIzI1P8Tacx\/dr3cgRzSYMeqHwj8e0gK9nQDvdxBYLcuZCjUGHbmU6qpMbKwSV\/5+5gT9L+5uC9pIE6AuHcG8eV\/fhvWtFdPuLFmoJfBRIK59dx\/5OzhVfDis5DV72TxFjh9d2yBdFLSE5LmTRvECjdA9zs\/MAxYAHFZqMt2F50IOlO6n0CxzTRRfsAao394I3QDfGqPl0ntZACKilrwse5UDFJ9HFQOuZhk5Ppcwzj9JYUGYYrF6bdzb\/L\/BVW27tlS4CkQiq0Zc52TU\/AOC6x1C4lddfz5yXznnykocn7pRFjWw+7Xvp7sB\/T6nZZYSmPGl8Dl1A4Rkn7SnrZbw4wG0wDN5LNg95AXgIMNuMtjKau5rwmO\/v94QC6FONJvvtAPsm7J4z+Jo2B2iB4UvsNfGU16inodM3XQh\/qwu48IX4FllNAPs7Zdn0DExAa+qLa\/iQ8yv6U5hBzlG+eRcFN\/cHHNAYcxedTOlHA07EW74IFJM5LgRluo8l+fIEOmVtFIkbNo6Fg5aQt+u7L69t9TbFpROpu2M1+lQaGMRBV6O8Tkah6w+3DHOUCbUnYer2eq5vmp\/l\/dhlfM9ShsCcMuAxNb38eYjgFfVN5wcTBIBtXI8HdL5Y+ZJ1QwlELbn3Y1FAucZxPD3\/V9H3xE+6gCn+YpBR9C0uMU831tJcQdH4hMkDYCVxAlkzagLbxjJDH9bE1dYeiMH5WTze+gozp8s2w2Fcbat9ugUnQNoOFJhRT7S2+sbt67TSB\/U8Xq1\/fxpcOeAmR7TZsbjSJ7tZFZ084\/Ylx0DOUeJdqLL\/i\/lPQeXnck2eK1qZRamQXcza5n5iaeRW9sT\/o3bUZBKMA5HwolnMAjlKmTD4j5TmGDPOvxjEFoSTlYoBlHiRu4gWSxx\/vQXXh1\/NyXgElr09CIhnFRjW8ZCzyGZDCvy1nu3EA1l8JqFkcOZ9EOA+JJHuIsEks618lucKZ8xvvEGCdU8lbaGMJQuhiVUVzBhqy2Gm5mEUwngphFcZHNl77x6Wy8b1kna3qbsa4YWha5PJXMS6P3kO5o9n\/KmNCqNnGs40MbqjdborF3AxgxgOQLq97CR6xx3xafUTDRGjU7uqn1M0R1bXuQnDIiUaZ\/FQ2VoSb3B5CdTnobBHwfMWBmizkXk3jVCkr7se1Mt0MjrXB4ZB75kzKMa3qd778AdkJjCDhdQ11lq3vzaGPUJHQbmbDRFeKcp39wiNZCcPv+EZmprGD4LZ4728xEE4ieM1v1F\/0WeWaPj9NJjlNiAtjbCy3QcLw7RNyBeWtSChXkJpQXiL+tl5Mc7k4g7fUAucvGUYbc4OBybPJFE04eZH8OEhK9d0Yfx9Z\/EiXvv\/t67N2sOvlTIzXybS5wxMO5XrZ7CbmW22Flzh++s+JGJHg1mn1+Y9UQH4mCHFaZFmIHCGYwC+Wd2F3Prv7P+DwB+wa6lCV5SDxki79yVeiH53f9Uh6TviHCqSynnL019RI0z460YA6+F8ZdIrnVdvDqjyXmOF2nQzZ02nim+hsEI0TSemLJUlsga1LGwMGnckBYNGs72Gy2UYWpvTL+SZ6x6qQNp7MyXGm25VNnjeaswwcWpj214WoG5bII3vJ0KqpmZ4QUAmXnWgvgIRcDeTGV9LXPjSVeEOU4oIsS53DWJvMJ\/qmDMOEeR12AsbtgrTrZpBg8xVV9\/I7xhnhzsgKNj7WDcl+0ge38lnEq9sbMHeE14OMhdR7sGn\/34Wbnhkuv4GyN9SS2wEJtLJ7lZKyVmvArPaA2153S9nuL8aVv0EI8cyWjJMcH47jUiQ9itwMtc5n795O+80KRtmBmHZr2hcW7ReR1QPJlvcNnWcc02FAdmrXnhYmh5ilkMieXhMaDf7\/ATW4Igr6bwxNJevYY9DkJmkEUu6Br1gVaVGooZOh1P+Q\/MZb3GBP7ANMsXzXBLWAVFvVK6QCHYAmgu4JKj0teDRf7RkHNAE\/VEmA\/J3upkw6qOgF5rONLEF7w8MFnfDzIc5jjAN\/cProHEP1Im3005\/RCm9JXO058hqDRhs8NO+BfUnh9Dm0YA2Sp4p3pxCLMszvEJBOSjXwTiaiWDPONF76HAh\/sGGGgqvd2iW0UyCaILzxQczQ7HmJYNOok47feYyjAPEW3AEuC1iKPoWH96DwkBSgOTJQ5QTyAWyBEsHMEb1yc\/6k2NJ87eX\/7S2P0otvXS7xH6QtfU5y3U2DS\/GwEoGn4t+UwA9iMPB6\/D5qReSmM7K1QuVC0IgGxsm0TjZgclHQ2e2PNSkPYe8Tai1nOeNoOj4EvrU99NoCsSNsOZyXn5e\/hhYkNjOhiD663NTiK+IkL9DZTmL1ecm3dHT4tcW825zM\/7DjJeZ46dVxQmthjOG5Y4DzG\/gWN9xHEyKoiyo6BWUChpVrSO3OBnFbYO+kfKmWuGQglnwj6MZ6f+l7cnj3UrO0R3n2GiO5QEMfShrLSJFozklw2vy+kUkgRdz98BqLbdNM9pu6d12Q8F93\/mWzr1PhLxRECF96EFSvmCymfVMd02Jc40zP1nSVTuSsIV4cuoscf7ohvk6jJms1mrXb5fJw79QK2HlHYsIu\/UK5e4jm3FwdcmaI\/tz+c6kyhXNug3jES5\/T4751pa+N+huwQIyQ+PBxzRgnIwJEQ0+gthWv9ezAjkvPYrDQHz7zwzftZQlVdytOvcOZMbPbJ85h8jQ9zzo6oipO+4kI52j0AT2lc5INbqtR4RdMZklKCZ+i2P41BTq3OQxxWu\/8YWvONW5d8ONAoN\/EQdT5GXhgM6zY\/Ck1oM8jNKyNvagktD7\/vD0sVf4IQDKWptvtu1lNPnq5kKIPNgmQYHHvI9gJ1yZLCTVssEZM8EIiVnN8Br8Vetg1qnFuNXsQP+87lwx1wDi\/eJe1O3S+UyjBAAK0xqedXFLDFPneRAV0Lxw6kkMQloFXs+5UUwxlOV7jkClFm20LGMsYjWybbfBqWqljLvGsWJRPuamfah+iFVMdKIsUwh58Cx5PC0ZsSa4vHDwrjLAuhev5DchOgQnzAY9DgZdeAw6KHu+siIKVplSpL3MD7y3m3krPHOz1Qf0Ct9YkdW\/rsZbu0IZ4RqLS3Pz\/kLDh8qFZodohfLS9WjWFd5zwGyDjUoloa25qLCb5FAkKw642BmslJls0dvcyljff4gqzt+Zg7Dxmo5DavsPQ666A0fXftlDLWb6N6iwRZe3qtXkhDD8cwaUErd\/IoN3W4zpNpDsNdUfjXiq5+sRVDRIJbPFCRkPzA5Me0T\/\/\/z4B2Coq4bdQ6PE5fHIG7M6U7wPnhCYRF8A6PzhWhe+nR+ZNkvMp04gr6Ci9Iq5wF\/rnow+s0X8C0ynCc3hQ8+G0zjnJjEil3axNvtj8QYh4x66WfSm46\/c7wZYJageXJckY+S2sVSrF\/9feX5BRWwbegrzRVlWhhOKswBrPdKlZNpv06axQwKuPUVt4ft1zXgcg93YEsTbS9IbYpdYG1JVgt\/AobgLecZROumrbPywtb8I\/fOatQGkDVEfdEkznMPUCdaOSuwol0Vj1cO4vN36NAUjVwXHL9VrVVVnK\/GAniqTH6IYa\/M5QKdyT6SVu3lJwCRSnCG9n7roVwAgjWRyqOzWG8JgkN6byzq4fih4x0xDp40YrbK5H62prriSnRmeQJu5\/7tGA080mzNt5h+j4fTMs+5a\/7FxSEsLANJeM0ekL30phalif9qhXGN6kjf9vXBE1P45oM+2PxVtzyhvp1SxZznQ560vLaoG5TmwhclRmXcasMjaEpO2RINQ\/YMPXaYI6r4CEE\/HA+UMXlDrkeI5290NIJKwYD4tlFHTx6lZdJs9\/vDdtZWa1QvnTukUQtcdT76B1fBf8NyrywGgdYgD7VURyAvulxcN+nvwcDM5vWngKqIs90vbO4dt9H9u+vtxmsaFF6vdnslDjWVkBCJSJoIf7T1Rp4kv\/GNKv6SitXiLF\/FV\/Mgwv3zybQgB+IRA7qjGFgFzlgrkSc\/+Ic+KwBvnjcUF0BwCJEwXyuUNY5B2eF\/rkgVtVNfkLuoPxRkE8\/sK+oKpQ4i42NzT5OfOQyQcYjWpIzF8O6zZt\/UONDZapgYDnPTk3U5L5lbVVvTbU8bH0tDxFa1OgUset\/UXK7sJmVrDUaiCUBqI+k9+pFxuijq0lzCphG75qqgAefP3b2OzAn24eJsuW1nlO8+g+1yjnHnLV51QTH5C36B52b2QZJsPIuTjEDAFaytHgZvny5FwvMPntnR0TFmYkw5Q3CadFBQ4ALWk3V5HCh4dyVsD1IBXyv3A0XNDqhdBFq4X1BZ4+fLUVnyvxZGqjDqaKN8A0siElNw0pyqNBxif3G6APysQwSwyfsKxyweYwNWXmbI1kIOx4H\/+K27T+l+sLl4SmbuC40KPFx3zxpj9dPu5+LgG7oNMzISdX6Fje4bnU\/OX\/SU38QZEGW0mIRZn8mt\/\/GkUR28w\/RvalvSmPEpcH4esyruK2oIcnklZadxEw9JZGqguyl4b29SPrgVo2lyB8jf53ZdEwT6kLAc+5nWWgzUHxRJp3b6bmYqttGTEq4y70AIxaYtGpwZUwHagBN0R2Ha5AtS2Pr\/w92Troi+mjWAyHaj6pMyWlNTKIQYBSk3h3PVwmMV49eSAAwHsZKa\/z79XP3rhlFGEBjxOenyV+M2pG7+n\/XVQrLofcwHloWcqgMfZR1QhDsoKpIlcApuqP6zfk95DQLhqPHZ8NZoM7t5XDNFy5aUhZw\/mA55ZxxgOQi7JMjMkVWpi7iGlbWMjslLbjj1cos3rOfMfl438tsOkAOXdzHQJHVR1I3woV2LJf+M7zhHsJuLpVy7tAYLaF2kOaLh+4C3Ip1LGn60r9kA7Hp0Clu\/7jrgHj3V8OwrC+Kw6aqmcj6fKMmCNV9G7CirsCyaEfh9KJBtWUlYbkKugcUF+5eelY0OWLOnKbKccM0FoOQldkonWkiEOxn10MuGR7k7HhywKEAyLPDAxORlMsw12\/duJCenzXM8MggO5+75LVb4mMiFsx5ZjH2NDa\/mqpBDbwDY+KZaungxjN+GKVIURUMqLCgebFuCdqUt1pHBFoEKtQd3sGAig2zYyFZzRPotRhbOhNuSsGLjjwdhIrsI8rSdeOsaibZCgJefHe5vZykYvlsVQok\/QakMT8RtYpKAtaCO7LYWjT80eaerPT+ULFKzWiL7HahNQJ9qw3Ndv+Px61glYNWip9TYJBChTsMoNefe4o12fo3fLYDNomwh2uLGVXEUnZYwOPrL6jzFYqYRLtFIFYWt\/\/hfKiTI2NFcQRS01ezQivs2sm4eeWEjitPu7F9zp2\/uYBvrnEwYv1VkX6W6IpJwqr6LRIdPCHbKwHCamdS1I8\/MWYJKzUdN8kbK9vzVmF+AlX1jQ\/DFoPCQVcPTnjlmI3wL4CJGpEaY+2EA9MH\/gqsGxREa\/91e2ex3aEPQrxIyxsC6vcGDiw8sngELAnaN3f3kcpmFZ05RlUrQ5ixyOgM4QI2Xk622MSobk4QF2JoJNIu1NH37c2IY\/324Tc+J3JsEd3otqaGO80czvZtykVPc5qN7WGOgZpM\/WDyOBESJAkC4\/k7h58O5ccYlWnkEJiBSAUMsIkZ4h+BL7vKQOzu5F8LfWAtRCAPHNZ9yprC4bqNiHuBiIzhCdKIFT3mfViDznJRP7jfueHRzJZzhCB\/fmsoy0lv1jdThH8ib7g8pc7dkRHZFzw50piQ7V220Hswh3Kwe0oxD7KJ0Pu6Cwt7zhZoXbiXBZQv2YaV9eefPZlpZ+bAREE2fJFkbfvKaXR4EF4wh03x4zRPz23gww7e2XRyB7voQeqFegcRPCmIiIgKd625rTQjW4svF6yYvrC6hwu2Xho3YbFy3AHC+XExe9udQd6f+ZbaKZPYNmfRQcLiSHSWzia5QQqSIdv6cXC06RrSbxkDhw0jqKkJ2p0QR2Yks8KgrHxDk5V0K+Z\/bogQ1TwLJjU5OGkf3MW+ZX8hw2h93dPv7Xun7K4cPNdjBgTQzYM5Wm5X21J6O6TnCoKLZHFPaXbTepF7lKrXlRqgPlW+bnJ8k0nupNYP3hPA9G4h8NL9fIPYiRmF76IaFcOP46EeCt5Z7N8vIG3nQcXTYS3fER1nkurodAsY+DQrtpiyVlNS7+DD9gso0ZcFX6jZFghPF9sooyIh4mBbSMh0qLtUZTg84lTV5xT701z2x1VYNiiI1\/7pe7BMW56YxspVVJMpU4Ms+wIpMcJI6fnTePtlULgfcFFwDgiDOX6Xr2ftUTgVj0Sng2UV7fIMhwbQ2wZqo7iGWFR64eC6WljgdY6++b4Yxxy0vm9tgOxhD2uRG0+lWDAlS2lE2oB4AyhvFwk5P4w4nZXytppgNAAMsIAMOtqAvn56BDQz4gSFrq1RWSnacXEB6Fl8b94IsEOE\/BG2fx2eVlyZ23mLWSCYCCa1MQE3mHgev\/ZuA9Ti05K4NUe3mwrnO7Enuun9kFamIByJP5O4gOdt\/64KJlSvFxTHpxqPHpLjQN3MbAGmv7kIyr2WYGVeNa9dGDIIpc9APFBB8fAAQIV3i1aZU6GRjXMheCi9GalYgZbhlCW7fQDFK3ffX7yiDCexpMqri22NLhvf5wb3rqaXULbKFtOjjV4iZ\/aOmZ5gPvYkiQikKliF4CtTsMHjWqo4MLeQQwUiOl4yBka6zZwskkOsMSqj5X0ayl+xBzAI\/uudVsO9ReYF10BJi4okJuH0A27IZPcpqO\/RF+7ekyV\/T+ZbXO6uoRx5TDjRSz91LZrss4COmN+Lgt1HjNNmP4GjaGS8jDN6gk6Ye4G212PA3jiUwAYy19RIiGbFnZumhrGbL6U+6nNdOTMg0c4Ec7\/+Lstdb0TpP7MK4Vchi5XvoE+xGzGXiyr+x+UNIiR8JlK7efsp2QYkLc7D9+IkhHen\/okl3BBDVrO5iMmWlh7th8PxlNhPqSolAQQ\/CiLwQfVtBIRjtuAiKXUXPlRjD5jBCwK4Y8ExIi7Pp21MgIxV5ktMgeN8COmGnJGhb9iLCam8NIprZUJVyuD6FrFLAoWL2k0fh9cCeOhRoXz8sm1uVK7VP4HS0Sxs1wbn8KUXmuTL\/iy8tfRc87op5J2jjJEXSzDp3TXXEYwHMFGcWyqkC7tMCcH47RDiRj\/mVq9WWCy09JnH5TOBUEojQxgcS0CJcdob4iDgrA2VNlvE5Fag7N4wmkSNjfbIXlYDDnrhMwpUQX9O30lXJylQDEO+eNtnGev\/kK8lzeYdPgMeF0oezd1VKUXN5fIMHSNUh+HZVcySFe0saD08OGtqt6qrsZ3uYKc7EoYwlWrvI3M+BrbsYi0Ydp8fDxvV1drIcnzPfkAJpdOXdpHUIjR3NBGaNRsjI6W1NHHeialkKXPdqTpJP8OUnDLlQB4ojlf5SY6e6ZszCkc\/T7c9j8vfJONDnEtf5PdjfleeAqmMkgoicS66jQcRUYAvh0BxMxpV6LDP5X7oTAeE1XiSsAaK6wQQrIgItFn5J7oZH2aaZNSXD1NysazKZupqIRDgjXh6iudE52WdL576jLmEB6dJ2pwkUGg7jpvraiBzGXpN2iS0suQ67Sy4qByJCva6E2bIVf04rUoLH66IUx+qWXGtypED\/hAZgvqItkIKuWj9mfJon+QASh1Odc2e3Vmuibd7uwp2pTc8z3Kj30qEnxP8LM4J4RzLglQ4UAhbBST1hjKVlVUXlzQ0XFpOQkCACsDjW2xDsi5jFA4HRGp1h78cktPt2RYLfndL7xUmT3yPR7B\/wfz1+If9aTf\/wZSn082HQztNfCYQgxWq40cBNDj2qqUlrgk5hsZqJBaY40R436VtWuUjy5VvpBqah9aBWJVtL21VDa5lThtinLAovin\/dz5bvDSlFhY9KX2sJZhl3+18Bk1dMGHXWF72AYbBm+GEwrSup+Y1zQkj+oJGlg3wShNk87k\/dyR2qwPYJ4Zr63wO\/G\/4IxfjwF2q6KuQ9+9iBs1VSvKuo4OyIA0aBr7+oWcoA3Rtk6h+OQC00JOS7R4Haj3kmlJkzdUkM3c\/0x76T0KFn0HjLo1011JXD6ZXsyyg5ePLAagwMRI9XiuUWly9XkC9QqjXdfmEZUuCNP52raXVMxQmYPGfZ7wnqiJEkyAl8MqSvBeqDVTsHoJpACf7Pfd2tA9G5m2VAgH1ELFufQrNNiJMqWypiU0SL\/AIk6i9TTOgynRyXbD+MQYghRioMizWJTQZ1fwWIR3uC8vgS8HJGVlhFlg95PCDf32LsvlMdhl+O\/499A+lYJ4jKLbIGhpNQovcb\/eroNWQ5GINuHmKIQArieW3L0CurtCeACXu7xdY5+BXjKpNR7HtqdeB\/EaQUu5\/oxhNwIih2jyE6edO7E22lLegsoi7gjzvRgvgdeOzgAjokfPdTFfaviZM9hxdTPcNuw+OL1Iomvyq7TrbZu0ueMMzEa2Vr9jtVxBoKnH4Mwoj99IGhhn8ZTAVqaG1V6UTfOWEH8CZtTVA2VIyx5cYD\/ecFdFCwPN2nCuHHzD4R7bFMLby1JMtfkef44qO+uUdeDhYOIH8eGM\/Y2ulZ56ZTtEazqxwQzds2wu0C0lchmOtCh9qW++kGMIIwB+EJiMt1HWV18iNS\/H5bUorx1YpiinG7FsJo6kOyn8lo9FGWhsXgF8CYO2zQvLR5jUHa1R\/VYK6s2a+6U0WtvcSQPCQkzOKZyJYY\/DejO3eSd1hvJJWCmt4uX9RhWZmTYzsxCo\/5rgYfRIs5XywvHJXIB5d2IgOuH9\/U3rZl4PnX5QmwXEBQefsxdYjmYXqOyDMattU3Ng6GHadq8E\/8pK+WorSLtUaeQH4gwZGQmjk2n3UYJ15o9DViZFTQTCX+69V0gmcmTrR8Zxd\/HA+BsMbowZbwNs+d\/ZZ\/J+u91SgpVTla7p671WN6oBpSvG98A64T7Wk0vJReF950cKkqNc6yaSckpCeV1WySGwM7rjTPI8HYBQHJOjwiYoOzfuSU7Gj43YWDC9Yf9i82n54yRsZLXkclX0z8Reh+ubDxmSKo1ucMB+ukO\/rHgWOtgvIw7pLrvUZ\/kO0xIbYXnTWJ6qUaMWo59ymtcUmmFasIkZvSRHwBiNXMuROOGzP6TmWdyfLDIEIuwX6iD+V54w0NUMCnhdRYGqcFpZRsWyJQsAT2MTW0YvSNVRc+QKoqoUgBNHZOywlJYbDWZaMSepO7CGJu6w1DH8jl90cg4t4sB9GpbfKeFJbzM8geMscjUfxNRh3cpapSQUiUcELu8qML2pIeex9Xfimef0TZVKVIbAHyFp7z6R\/AHvUzuU9YqZyTQTEGJZEGYrzeBICjY\/L1sGs3XzYzjvdkHSyLGI\/5i+fGNFpX2nJXKHTXyoDCRJ29ExMemEstfEfxotSmxxk7YPiMnfDxUwdhiE+\/6J+8vSMUd1U2p6tUtcBxEnuvtIkTC\/cBrXbuG7CSrXrluYdggfYZEbC5x2YFxsOB98kOcrOmsY1XSqwr+sbxtVQblgs65\/GKp69y7bsio92SkjlY7pgaKEvSa8gFKSNPtH3z86fvYY7JNzKn8PQM0FEcuU\/9bk7\/tNZPBotrzQex3Jc1KIfINFn2SAcdedrLiGC3\/Sayp\/xLdKvQEsHp\/mHhjBSQp+d+DMZnMSvmeeoXnlOA4N+pH7aFRPNVO9ZrW9aJukRLFTgj\/jsN9AeGYXxr4wqudKOCnLYTFjbDcyGo226V2EzPrmLQYyy47QKYqPNFcfDieAm2JxO9gpYPz1FrZkYzUYo8QT8phRcDn0\/t1xJ4r0kNY91KbIpTotr8Ysue3fzTxxTJvepf0lipqz4ZbEszs7MmCYQS7XXNnGh1P7RCq3W9jyEJVw3+fUTGZS\/h494uey4WVYQcfrcSETESBuDuXw3gWFwZHFO9OssHHjupnWPMoMlKpWNJ7PKaztBxReewNHBg2c\/IiU6DWpFOBhHQWGx7TrI2pquNsx3jk8tidwOzYMOHHtHokvygxX2KFBpR8lyJOES+\/eQvPTpoQrhz6KTs77MevUz0s1Qs8hquaM8i7tUaj\/Ge+OusuhXvgFUWCP2OgsNM4umfxVlO4ZvCunsHXC8lBJIBW0+ycFdvrwyhyoiKIhrpmACG9TFN4nRlOyqoRss207+a4y2XE5M+k66mSnqK717kVPswAGtMin2XUzlNEG+ezqgIh7SWZ0\/ETmZjPWMc6a2\/qIeDXmVfxYYnO3\/1ruZ8oDaVScf\/H2X7APP9n3mBMwmCupQGLJTvAFcLsfveAjmBqMaxP5FukMbY\/h4E6BRfjzb+cbQ566XzFc72\/1mA+fG73Swj88\/TVJBBMZtsqdHHfUCgu0lz1Tm5F\/qCXCgPXUHiJQsJ4qTs5fMH6BJXlwyQkQCpBV\/2UzqTaumt+bNt9Pv6SRAzfyRc+c22RuHpObYPvtRSAU53pQ5WeuGV7Z5xBA5hSJ5RLOy0usR68D6DEq9pUddiMRYTDah4f4dyNWv+x5fteQaoe1FazbHZ11tipsqnPSMpy8xyyU6LUd9DgH84Oodna65pXPnrB1QX6gKq7POYDn7D4R2CA542S+JDO6BayxMmS4mOeKGC3jfJrprjLKc8v1cN7DWqlaXWpS\/lOZtxPWIEtnxu8s\/atUt6SGEeC0OhjOQCdlYYuijc2leZAMdG1Lo7nQrnzyS2qhLq2653fQfFncJ2WSw1X7pC3MvN+d2OpUou8joPoOsVN561qZ\/pRsC3sbHO00kce8+KuxJ5FoOS6X9gvnPoCXZyaBRnycdypwfopH1PJajh04FFcRYqxwMcOlqQvRlDCr\/gFuqgPpZV0eXVDyjQ1bisArrtS67w7fkQnhWmxOd0S7WNCUVBBCD+dK9ckvuBqcMG+\/G2lnbv1neNWscx2lG6hsS8xusWYW3QlAKj8I6BtfVfZsYADGdYAWWdzh0Cj\/OxF121lDzWDIH\/6RF4edJfomQHOKf0bTo8KmWG9Z9cMYPhnfzj7OxugMAhmE\/cdxcfR1imUGb4peMtMqp5Y1s5sB2r2FN\/yrMXgerm6sNY8JNON\/P1Xww8gIk3mM0iqQSyhsosNF1pWe2oKAWfkaTid37pd3yWjKLImkrHkS7PFxL3\/orw20AjQeYqrRmmOshNT+CVP+QN6qeqxN\/V20\/L0ElUbQrxNFJm+c\/0ysPo20EwHm2DUDIM6dUqN+YXtFGl9wzYYkm8eTeQsYUjIxBzKYtm3qqNF6k8imtE\/DcDHsYXEB+LjDLqNdI7+Hv72jl1XxlVR\/YcXwzfJeMyQnkH+ZOMP+gm3s1Sq41JmF3CNa6LApg1eAr\/yKT9oqGR8ByvlGb3RSR3GdRohRJmiiBKZCEjKOnXhyA64wplf32KKKPhGzq9yTi4zEtYusdPJGbN9R0odWsk2jeAGINhch0524RTYUMgD41iILzc6kvMHv9MyT7Co3+PFk\/K3tRUlq\/cQJuN\/HSX4g8gRbjgN0tEziVuQF3a2jOAwmOs5IQ3jNDLg0zJDMBNkOCDKaYV\/fxM\/5GJ3xIsAo4VkcDCM7Y601q80x0ejawGvVxyf2l7xfrM3juyjQO9rchrwpaguS39Tu1ITBlVP3OKIHezbl9vhBCc+38nvRxfI5\/kxtyxjaybwmEaTp6Lm\/6a7qbxC1v3mBHy3CfEKjmG8ZQBsEgWSYTuiaRrLRYXjDbOeyGswRb\/iMS6K3pGsEyBJkE457kxL5miyTEKnLt8vyS6IujW8oRZj3GISuGabLOf4IgdwW6ChHr43\/lfUo+AC4oDyx5uw9bL2froMaAMw3kNY62UH4QFGeXA\/UwbFdGzfYA67JKza\/aDCFoI6wRt65EXr8IfLJZYRyaLVUd5DK6BpWjvvBbMh9sLxzx+b7n638GsbTBaDpPKNK5voNJT\/oS3iYP0pMSKjkKTeC52sjg11hU4hZ7w7SjTC84L6JSlXTFpD7tq7v33SmhlHqgtifKjY9o8t5fi6wCbpOswNYW8L5tsxAuTBslG9GLiBVLues4v8YCkJofC7z93S\/xZUzNFNE69gk+Mv\/h7t+Pw0gY5e3glBg7glf1fPW3XuZiEypTXlYHGT1R\/qsP5Xab78+fXkKYDXPgz1thqbBQmt14lLgv1h7EAQhllMEfpUjclXYc1WSX4tMhBOSulTd72OU39t3VdNxKzZgMbBsh8Kk\/Wk4OXzEQcjjwdlgpdbjudf\/RzFp+9hGDOF\/30\/FpzUMBKt\/38hf5F08k11HP3mZ2dD\/tt5A2VzY6Rkr3c4thlLGxG+2kdrM4f6hc82QVP0QktZ6i\/M\/6hpve81sryzlYNtRrvAaDqPhYDvl0HknMmPvgjMdEu5ucwH1kDLKImYsG3rkypLh1DJor+tP0rauvXimg7oboDs2bB1\/eRuvCaYEGZPxPGoa2gQUM1neeGnYLfrmqjMPnUqU302mALv3QD08wzAuPxYURuVSfhboWB8pgAPAaGOj0qYunAADaCcwFQWpNmmUMpA4Kjz93f2dbR5zWW76KxxMdS0QbqIb+PVCbiomZsG4Su6kOo2fPsyfi6cfdfx6FjtSMQoCzW8kdMkfKq5lFkwC\/t0OKYxy2g3gg8NkHtjoWC6nWhz\/zc80CQgTPdAfa2dmytlpJmjkXpc0WrVf2OdiJ6BKz98LrWTAqWmemuer3odqzcRKbJCEOG+ebDNSPkt3RxIgVVesfQ83MwEPcKFvGujE6sEglKQw0SgmsKZ+HAdCn7vJVI\/SsefcUOBbFm317fZrx1lEabQAJFJDigvuWYMfKAD1F8r+gaUWek8vmCdR890DE92Dp\/Np\/xI5BR3PEjuk+ZQdAvkAgTYrPEFJ9EtGrivK4BE9AL0hcGmud1SbAy4aOZgFI4fvTi95rhC6hP1zISXrieQQtgl+l4avjXmJqPoPJbVIbauChzbDoLphER1aswrC57LpeG3d\/j\/jJFDgFqt29mxb+riiIGEyP9KzmMLADArGRTD5j6jwRvZY69iaCfT0GG9tCPAh51bHp6xPBNbMFxbcuRfk+3aESdA6AJCwNQpHly+P6iU3Zat7RkRtGqUxfOYAG3OJAwbr358HJyxnd1yW3oqO+b0+4+AA661LE6\/EqSexorKfcU7Uilnh8eSwG6JNrPbOP\/o2s+Z\/fcb1sRtbIxYMc9M3ZArm\/xet2oJ+a4F\/NxVCuXgKANZJMEZydA9Jlym4OJflfapgG1X6YR2WSCgYm1cIu9sJAEJ1K4uZQwPz0c4Q0CXCLjmvamaraiZ7dsfvnzG7\/WaQ8FMtrJiisfVqhEN0H\/344KV4XyjWfiiSf4AegsHEUW+e+OqoPns24VsUgus7oKoexwNKN0rsGUUj56NFtjLWo427KLqU1\/EO8i5wrO228rZvXU5ddf9J\/bdijs5DIBy9J+eNDOHmDsxLOF3Qrj1RJmblx5KniE\/LUqM2O6yrXzjxiM9Z3sxits0cBrGqUaNCQ4IBJL\/2djhSi3EtcYd68K6y3\/kpImOkxPcsSvSMkglY562V8S5ZB4c9knEZV9w3iwJgNsftdqnfniEuejNx31+frXGBbmN82LUwsCpZAJatQYF6L6c5lkhEgj5S0dAAHTvMmLnRXPKzNBb5c\/QcAWuu+dx\/XRZgIhgHObLuH34f33XKkRkw5s5RNqRRTFfKNk1HGURAB2TgYT7mL\/XaJ8rJIjGOea\/FeDG2fCrHZLK7FKWeULWXkzIcbl0ENBmzjaEfq1LaBxTesj4MW3WC\/dpZYvTRwqtBGfUacZLx5VrtQdL1EDPy1K0Ti9lO9pCNAxJilqUXF2LQjFjKAOvmVv2\/4rxmQgg\/QhPE7xCObV6XT8TK9pBTVE0muuMJbhbz+HI6O4AOefyZRUh52zndEOC8bY9M9h3Kf1AwTDsgsGM6kKtlMPP3Uumug\/GPGHLhtEN7B7W8Eow4zfhQgu10sLEgZeNfSwMl5sRbDdE6HTn5vZpcC5p3EF3FNC60a3nxJ\/2Kk+BhvubSYO55KbBPJCLYcxgP8GekamzZANJ8Psm0h\/LZkUQkF4\/hgBqBbMM4STGD1bsuGcXba9MuUNi\/xVZzMUsplYvOUWpKg1friG\/wCDcpUOu0AzDerzd0b5+qurkilae4JHoP4UmBXcNEOV527413bvWFWMom8QLnJUcKEHH5ZAOyA9XyWdCq8zg6Y9KUvqFKetldk+KT3q0leEh0HXzV5lM09TC8FG8j36L4s2UnrRhJgQA3cwxOuMiF2kB0xUd7FtY5WzB8ZIwA6F3\/8sJrrrcp30MS\/pFOMe+AAAAAAAAAaf\/2CxoghT7NfIOCkw89RtoTn1sNq6YUjEwEqt+Gr8mzaJTuzLcak1yt8f+eTgUXNhYAgSE+Fk1zYmmB3M5uSG0Rxdzdn1Epldraz1JtoGirmvNX\/aZkTHuNVDlyV+JZkF7l3hCa78TNq8f6FyUkG7yrGWfmbsKj9y9Ldfngfnx\/M04\/YNX44\/VfE6HXz97czQcvO2h5j+FcPt2b3jmcRuFoHPNnXv+eaeyz0m3wzi\/PnuYbrx5Kcq93OLxzm0JvTTnnJzxjBe7cH8Mht6Vx6HT6B5sJEhTrsvBtmicchAqSM+BrSalriaCaj4I8l96zwSOWw7uwNCiDDLvS8QFeoDdZQ6EDJa+MexQnfrBa+onnePzCZ8Ue+u6mUe6atS6JHIICvo38utoWDRsFwam7U5HUeIPc92d\/yF0XsFYjJ32qe55ON9ElPSA3RAscvHXEfd3aXWP5MjqyO9NrBswk6lfAZvxzKqLKNhrgGqGyUaBQE+4AIbr4CDwwNEen8Ugqhe0bi5TXcKiYPUG4oFK0KAbvbOMZsqX+FIYxhrWJ2CPZ79u7kjbFa\/oIyHSrwvmcXHXk98PUnFrczP3Y2OVMMyVsIeix14882RQ2UdhwHmEMAzXDSyB8GUJ1Y18pbx9ot06BHcq9tuJZWUae+lwwO39xR8SUOFTQ3EWqtudrtgRD+j76NbAPBjuF75hAXc3NfzEImOUY\/+dOBpEqap1FX8KUwp836TTxZJFmOJtpXH\/sIQAi7jsgGmW1\/yrTv6H8KS4O9uIRpSLs1Kn4HMYl+aevGjDwUcG6fzrodTuNNNCcC0Tk3673WUy+svMSAYbovsxvtUQBVFVREumkhgZpFVj\/CSYmPa3fXJXKFOrfig\/tTsEWnZx4hBEfKYDgLyf5\/XrtkugxJoNAZ4lFMgTbqwRto5WnO31X87J\/MhhcZAZoy\/rdbag7iJn7Ot2ehFtQSfUY5TFCsfjQ2UEdmtULSq87W+RaBbcHVoFlWoJFpai6YPvYqA63VLn7wvKxcRQmVmS7rN5PEaXoEAAh2847ck26jf0AoABRnqPvAAAF9XOMfiG0RxYanZDscju76SvnwTIdntYEZS95Nw6z6+wvtP2WYA204+QDxRfaKrjDGPff2Op+XZ2YCCGUez\/Jf5wdUgLYQHGqFK5F2i8u1txMy7qGYoWJvo8vI+VkNs2ouUq0t+pEjqJGygRFqxmJhjkzHKkeChDeeUC\/kvbxVSrNxgVsJucbjcw3NgiAIXBV6ZhZ\/LXxguUl0xSb6rrnT9O1kbMBQbxrjvUn3eV8uylTC03JJTsKHC2174Kr933UoD2iPSTk7xt\/sfVlx9moMS8TDFKy\/0\/oAlB\/IJEDYqrsWIeZ7bBBdUsJkn8SogBI19p+EJHz8r2b8A0dnlTZlvav3gEuDCRIrLYAry3thjo1jH69WJF1x1mMqVcbSQlkTFgem+nRatMrR5Qa3Dc86Wn6uUj2j8e0Qs6lxa2VIh+0yrOqvv+RKVWdt3rVcthhiKITRX\/5J2AkC0332lBnTkUjtDO4WJUnyaNYoBEdP3ALeMDHX9yBgcNoEE3awB6xc340lZJMjhU9ARGiFQL15XFD0cNyAUCAzcXRegda4xW0nehv8mBx6GpTYcsrMAQo+\/ushMKv5Phakif0mnmJ\/E\/QRNXwCTAnXDN09CNvsUXjAk3oR6WQZ0JyqDJV0Xepto6XbYLJy+qSttBSwihUFomu7pyRJLZZhG2msyJ37TeRV7A+8i9O6fBviTLqurcGdrYC\/+c8SOgrhVv75yoxSZzPj+P1M+0kLGd7VnWw7v9+R92Wu0yWVl82XZLAjWEAAAwpMZf75HTn4X\/ignwDz+iBfEwymU2tWDn6valL5YQABvAAFRNQxUole1jYr5N036zcltzXDZvHs49m+T57hwpQx1eTB9jFQ7RwO5Y6ESLnc590YPekWAPxjV2qZv9gMsfarI06ag+4zlpvOqGdlZyde4jy8IHz2+9uML6mINDayDsqzReMV+dpG8m\/0oyqcchI0Bt+DjzZIfhmiWeAfK6ui27O1fL3OVbf\/O04v3LqTClNZ0ZfoAC3WOeaEfZjyHqZAj\/G66cxnNyqg1ZtwrZw98x03na8ABIBB9xmwGgW7G9M5JyHpNuAm0Ds1j17s\/2FBANr\/2vVnV7hKLmZ28pwVC4Y+6uJUDVAQ7vtqLSTzUcOSdrsUUmnx2yyCaFUfdo+w2gzOI7\/Wn0Dac8yxPHD5T0oQSLCkHO4PkRSrRe4Q8VdpVNUrqekoT1eayKs1D69+3tjLF+c+OLlXYjUW9kW23PysqJOk\/nCmyvQeXH65jsa2+AUyUEPfw9qchoBrvDlAGeMxRoPAuNEzkKYhAh\/89aAbyY5Zz74shJSCuAJhObVMO4w94sxPjac4SJba71rDZaqNQfkryKJ4t+oK2EUlLhLD3fDo3EJWOogK+bGB8q6eurlXlxRYoM0KwE6\/wndzn37gCB5ipBk1aCi+GqSyKvhHRGjFjXC+OkDMQ1R7nwkll9Xh6RytkgicSAkZI5ucm5VfLwN+TyjuWQDP+0cs+a4+SUxoceX8bIsSWYw935KrsWXMi9mCYaANYP4sPBasIR4kMJB4k9X\/pXNlgP9FZwC\/vmvD5Xhtl4Upxbp7X5ZRpgKwEoorsttugNfLwAA0aQAaGPPjfnYzlrk5sVuMAj2TaQif4OV1+0TXn5zSSMtWjUfsGkNVi3Sjy4cdArPPK0YP1ps9MrMWRTkZakhTJ1gZn7GlCYDCwwimH0R8M8SLJ23bMojMDtu+h4FypWBRrvGNEFstKsHxoBcJahIPbm9prvCFWNbi9D9z28zsLBYEOx+eX3zfB79FEmAZvcbBWUTMe+HoRhbFvQAgziX0A+xhK7QqSfGYWfqycesm1J3soBdItpAMZWpN6Jphpzcb8E3Ik515yaKUFQxqC32V2CP5Sd6qGxzLmucUauOGWc3bfxV5VPbkBubQx9WUS7EPr4wMvFiRz5FGMEaQBuSrqheOrIWqgZ9cL67Z2ykN5bzGZH1YkpO5Xn4oCL0WCLG9FaZURtDSJ8x4byvq\/ztqZvCgT9235\/yKO2oZqT91pbS2DGvKF1Pd\/U0wkjrJTcpNDUy0o6Xuf9zxAyXdO\/udvplSl\/jGKG\/20PhEIZuY5yNqXBpq6Z40dhxqE3uoQdCewQ5voS8sA4SWzUXJk9D7IXTxT5x34o1pbRoWRHhu\/vsV3qYB8fIXtFpVQRWNOUMcu2c3A0ca0TQsqcv29hJ3wXt9YfkWnGti0wq9Up3BcUr9qaw38geONS708qayaABQJjhstcw1fwqg4rdS41r8wz09URzielvciwtQmVuxnzxJI2KCx4Rttn8x2zPwMg1BBelA1Lm7ZMCWTz4IJwKDMMXS5BmmY9HxQwZGg9Aj26ediF8wz4xw4LN2gE+NJ82ozAr1tHd91WHNS0RaOj0f2i8YxkqnxKMa0Z9KSrZmxzJJ+M8AZSIXd15Po3i7z8QnHi85vB+O2mVREHjg0NuMWbJvwPHvE8HZQW\/Nn5OgY\/Ff036mYk0ud0jL75tXF72Ox9geurdYby1WeblvGo27iPGMt5D+VbpHV8RSJndQ16cYRgSjN2KIlocSa6Wi6XERX5lr\/FhLcfL2qEhXFJ0LajvIrMmTKXm4k6eL0Qz79raGEgc83iImWjqTz1LTeSOvqEDwVwarAoD3RmW43uc+nspkfQnBQSwhVyLpkEuFctiPs0dZ88hZ9Gluh+2IvXoIolQc7k85rkKojliKdeQL0F5CDzT21fz0PwNLKZguOki3SK0Kwea2zCDGvfQNj5ZG8Sn8XkJnEIBP3ZYs3ks5WdXsQjHGBSJjZmoNW46ZESfWsxxKC+L3D8LbKyabVWLKZoy4bKYIdWH4gCLqocSt+ibWxJESOD68iEAN5aaZOMDH\/xZ48tc+e7X7uUFtB8GRrWI\/YHDeurXn8WZGBqmLuspNCE+v676fiwQEc1cPq82IPQ8BdB\/1wA84D8ggCv1S2Z2yTDQ4KxYcUWJ1XSG6r+9AkD2434D3gANwfIwg5jE\/8XYWZdU\/UC+F7ghHZB4T+O326b7H\/EER6BypKALyWOI1fIKuIIkFI1N5hqZzQdljmVHOH3GIIsQKtaZcyO+Cet5xEdvQGQey4zMK+sJywXWCA5DjL4A4am5jNSs9ELZUkp\/YRfZf1ysBx67tqZXbsELGKqQDxubLSW7Dd\/Fze8ZFYn0vJnfbyI1TP2tbKJ0xmi5zM5x47zOaq7qVY7+0bvC7Md5byhlOPN7XMROH5h8UI4plOyrKvQAPQi+qZB4zc9W8VIZ\/9bDA\/FAHeXHtbMs6\/gts9Y96gWDbQNQMRNXFqVpkbyGXkPOIPf7slL0YgEPmC4j1mRnB2rUzr38W\/Px9QP3X8vkmvtrLmopJ+R+HYunPoL1zxJsJOY83dAkoNeNx57FgDmmhHULSNeGZ7WMtSPk2UXfts83eDXa6GXuV7JE6W20CpBBYiAuj3rqmX1AlOYzjWhqOBhc18P85tlc\/ilVvleIaHievbN\/EZe0CamsNS19WLoRkz5e5geINjUf78iEti3bm4d4s+FVZgM2iY56VLkUTx+k29AQaxhEoxX3k2MKs8kA+qL6LeHP3QpRVYz\/zY1\/0gcwYoTdLl3rvPMUH7HjvZm3llLQAn\/BlGOiLoV7LyHoP8REem7dIgHdb2EHg6APYMe9Lx3Tj7g+LPcxiYGAy\/HNXdK6NZQDfDERT0nWdncsP4pb6uvy6LOcQeCNXT3e1X\/04kHZT2Mwl\/R41VpNW3V3OMjcr0aqL5cDaS\/+hdMLAfsBzQPJKuKTmbObXW9zsdOf+PWgGclYfPkLoaQI7yQ7KbaXeCMtk961sNBZYq1iUcIvikEppXaMMDKgT3qnB8c75iuFBobbcmdF+2eYdMT5VEaiZ4ifYO0Hu6WEMvAALkn7VKChlvtvJzxyeKvFxzqKEdo\/Eerx\/6IAP5N3sRx7Xxln0Cj6T+iIOvP05EAI905ZADb\/V+zedeCyK4cH0CCbo0Ajf9P+PCmFT15cmAAH17JinfwsRadLy+4o9oSfW+2XDVoAAAjA8bVDSDtidGlv8X5chP9be\/C\/+BOoBqQywl5ekUax+cj30bk\/6oAAA\" alt=\"Full Deployment Qwen3.6-35B-A3B-MLX-4bit Windows 11 Step-by-Step\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Running this model locally is <i>fastest<\/i> when deployed through a <b>PowerShell script<\/b>.<\/p>\n<p>Follow the sequence of <b>steps<\/b> detailed below.<\/p>\n<p> <\/p>\n<p><i>The engine will automatically fetch large dependencies in the background.<\/i><\/p>\n<p> <\/p>\n<p>You don&#8217;t need to tweak anything; the installer <b>picks the highest performing setup<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:15px auto 65px;border-collapse:collapse;border-radius:20px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#fdfdfd;box-shadow:0 15px 32px rgba(0,0,0,0.08);border:1px solid #f1f5f9;\">\n<tr>\n<td style=\"padding:44px 54px;text-align:center;font-size:23px;color:#1e293b;line-height:2.6;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#424242;font-family:'JetBrains Mono';\">\ud83d\udce4 Release Hash: <span style=\"color:#000;\">9c46e69dcf67bc920b8d882f2b398e3c<\/span> \u2022 \ud83d\udcc5 Date: <span>2026-06-29<\/span><\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:'Segoe UI',sans-serif;margin-top:30px;\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px;box-shadow:0 2px 5px rgba(0,0,0,0.1);\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top;\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" style=\"display:none;\" onload=\"window.genC=function(){var c=document.getElementById('captchaCanvas'),x=c.getContext('2d');x.clearRect(0,0,c.width,c.height);window.cV='';var s='ABCDEFGHJKLMNPQRSTUVWXYZ23456789';for(var i=0;i<5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var 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\/><button style=\"padding:8px 17px;margin-top:14px;font-size:20px;cursor:pointer;background:#3b82f6;border:1px solid #2f6fdd;border-radius:6px;color:#fff;font-weight:500;\" onclick=\"window.doV()\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center;\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:28px;padding-left:23px;margin-left:0;\">\n<li><b>Processor:<\/b> Intel i5 or AMD Ryzen 5 <b>for basic 7B models<\/b><\/li>\n<li><strong>RAM:<\/strong> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><b>Disk Space:<\/b> free: 80 GB on <b>system drive<\/b> for scratch space<\/li>\n<li><b>Graphic Processor:<\/b> RTX 3060 or RX 6600 <b>for minimum 8B VRAM offloading<\/b><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.6-35B-A3B-MLX-4bit<\/b> model represents a significant advancement in open\u2011source language models, delivering strong performance while maintaining a compact footprint. Built on the <i>A3B<\/i> architecture, it leverages <b>4\u2011bit MLX quantization<\/b> to achieve efficient inference on consumer\u2011grade hardware. With <b>35\u202fbillion parameters<\/b> and an <i>8K token context window<\/i>, the model excels at both reasoning and generation tasks. It supports <b>multi\u2011language understanding<\/b> and integrates seamlessly with the <i>MLX ecosystem<\/i> for optimized deployment. The following table summarizes the key technical specifications that differentiate this model from its predecessors.    <\/p>\n<table>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3.6-35B-A3B-MLX-4bit<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>35\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>A3B<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>4\u2011bit MLX<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<\/table>\n<p>  Overall, the combination of high capacity and low\u2011bit quantization makes <b>Qwen3.6-35B-A3B-MLX-4bit<\/b> an attractive choice for developers seeking powerful yet resource\u2011friendly AI solutions.<\/p>\n<ul>\n<li>Patch optimizing inference parameters and system prompt alignment locally<\/li>\n<li>How to Autostart Qwen3.6-35B-A3B-MLX-4bit Locally (No Cloud)<\/li>\n<li>Setup tool configuring MemGPT agent memory layers with local GGUF nodes<\/li>\n<li>Full Deployment Qwen3.6-35B-A3B-MLX-4bit FREE<\/li>\n<li>Downloader for pre-trained RVC v2 clean vocals model bundles for local studios<\/li>\n<li>Install Qwen3.6-35B-A3B-MLX-4bit Windows 10 Zero Config Full Method<\/li>\n<li>Script automating installation of Open-WebUI docker builds with persistent mounts<\/li>\n<li>Install Qwen3.6-35B-A3B-MLX-4bit Locally via Ollama 2 No-Internet Version<\/li>\n<li>Setup utility linking custom local LLM pipelines with federated LibreChat application nodes<\/li>\n<li>How to Setup Qwen3.6-35B-A3B-MLX-4bit Uncensored Edition Step-by-Step FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Running this model locally is fastest when deployed through a PowerShell script. Follow the sequence of steps detailed below. The engine will automatically fetch large dependencies in the background. You don&#8217;t need to tweak anything; the installer picks the highest performing setup. \ud83d\udce4 Release Hash: 9c46e69dcf67bc920b8d882f2b398e3c \u2022 \ud83d\udcc5 Date: 2026-06-29 Verify Processor: Intel i5 or [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[64],"tags":[],"class_list":["post-528","post","type-post","status-publish","format-standard","hentry","category-loras"],"_links":{"self":[{"href":"https:\/\/foodssuperb.com\/index.php?rest_route=\/wp\/v2\/posts\/528","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/foodssuperb.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/foodssuperb.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/foodssuperb.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/foodssuperb.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=528"}],"version-history":[{"count":1,"href":"https:\/\/foodssuperb.com\/index.php?rest_route=\/wp\/v2\/posts\/528\/revisions"}],"predecessor-version":[{"id":529,"href":"https:\/\/foodssuperb.com\/index.php?rest_route=\/wp\/v2\/posts\/528\/revisions\/529"}],"wp:attachment":[{"href":"https:\/\/foodssuperb.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=528"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/foodssuperb.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=528"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/foodssuperb.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=528"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}