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@@ -122,16 +122,16 @@ This model architecture is used in [THIS REPO(Intel)](https://github.com/intel-s
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)
124
 
125
- | Model Type | n_vocab | n_audio_ctx | n_audio_state | n_audio_head | n_audio_layer | n_text_ctx | n_text_state | n_text_head | n_text_layer | n_mels | Parameters |
126
- |---------------------------|---------|-------------|---------------|--------------|---------------|------------|--------------|-------------|--------------|--------|------------|
127
- | whisper_tiny | 51864 | 1500 | 384 | 6 | 4 | 224 | 384 | 6 | 4 | 80 | 39 M |
128
- | whisper_tiny.en | 51864 | 1500 | 384 | 6 | 4 | 224 | 384 | 6 | 4 | 80 | 39 M |
129
- | whisper_base | 51864 | 1500 | 512 | 8 | 6 | 224 | 512 | 8 | 6 | 80 | 74 M |
130
- | whisper_base.en | 51864 | 1500 | 512 | 8 | 6 | 224 | 512 | 8 | 6 | 80 | 74 M |
131
- | **whisper_small** | 51864 | 1500 | 768 | 12 | 12 | 224 | 768 | 12 | 12 | 80 | 244 M |
132
- | whisper_small.en | 51864 | 1500 | 768 | 12 | 12 | 224 | 768 | 12 | 12 | 80 | 244 M |
133
- | whisper_medium | 51864 | 1500 | 1024 | 16 | 24 | 224 | 1024 | 16 | 16 | 80 | 769 M |
134
- | whisper_medium.en | 51864 | 1500 | 1024 | 16 | 24 | 224 | 1024 | 16 | 16 | 80 | 769 M |
135
- | whisper_large_v1 | 51864 | 1500 | 1280 | 20 | 32 | 224 | 1280 | 20 | 20 | 80 | 1550 M |
136
- | whisper_large_v2 | 51864 | 1500 | 1280 | 20 | 32 | 224 | 1280 | 20 | 20 | 80 | 1550 M |
137
- | whisper_large_v3 | 51864 | 1500 | 1280 | 20 | 32 | 224 | 1280 | 20 | 20 | 80 | 1550 M |
 
122
 
123
  ![Pipeline 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evjQyVdcxtTsD5+mgyM4i6MR5+tLILMiOqd3x4Z7dSUB23UF2A7DgOqZ2cCCQnUXQCR5QGYBF2TG1g8OA7CwCOC2LrmNqB8cB2VkEcFp+fBvx+mqBA9nBUUB2FgGAcvIh4XSc59eVkZ1F0Anu2Q0GsjsX53mCDNlZBJ04T186CMjuXJyng578zP6FG/C9OU9fOgjI7lycp4MiO4ugE+fpSwcB2Z2L83RQZGcRdOI8fekgIDs4JsjOIujEeR72OgjIDo4JsrMIABRkB8cE2VkEAAqyg2OC7CwCAAXZnYvz3GdAdhYBgILszsV5niBDdhZBJ87Tlw4CsjsX5+mgyM4i6MR5+tJBQHbn4jwdFNlZBJ04T186CMjuXJyngyI7i6AT5+lLBwHZnYvzfFM7srMIOnGeh70OArKDY4LsLAIABdnBMUF2FgGAguzgmCA7iwBAQXbngnt2JwHZAaQgu3NxnifIkJ1F0IlfFYthAJDduUB2JwHZdec8fekgILtzcZ4Oiuwsgk6cpy8dBGR3Ls7TQZGdRdCJ8/Slg4DszgUPqJwEZNcd7tkNBrKDY4LsLAIABdnBMUF2FgGAguzgmCA7iwBAQXZwTJCdRQCgILtzcZ4nyE5+ZtOxu8MDKoNBnzgXyO4k0LG7c56+dBDoE+fiPB0U2UFfztOXDgJ94lycp4MiO+jLefrSQaBPnIvz/LoysoO+ILvBoE/AMUF2ABBBn4BjguwAIII+AccE2QFABH0CjgmyA4AI+sS5OM9NdWQHfTnPw14HgT5xLpDdSaBjd+c8fekg0CfOxXk6KLKDvpynLx0E+sS5OE8HRXbQl/P0pYNAnzgXPb689h+75PXVgp1hb1pv6NjdQXar2Pm+I/Y6JAj2nsHeseO1M/7rvyzYGfam9QbZwXOx831HIDu4l3/8w/0bFxpAdnAS/vGPf+2M//W/LNgbyG4YkF07yA5Owv5kt1uQ3TAgu3aQHZwEZNcMsutCnwdUbCSHiyC74/CTYjEUILtmkF0X3Ihr8VYgu3aQ3XFwB9RiKEB2zSC7LvTooMiuHWR3HNwBtRgKkF0zyK4LPToosmsH2R0Hd0AthgJk1wyy6wL37J4LsjsO7oBaDAXIrhlkNwzIrh1kdxx4QGUVZNcMshsGZNcOsoOTgOyaQXbDgOzaQXZwEpBdM8huGJBdO8gOTgKyawbZdaHHrysju3aQ3XHgnt0qyK4ZZNcFN+JavBXIrp1HndY/vv5iEfTCHVCLoQDZNYPsutCjgyK7dpDdcXAH1GIoQHbNILsu9OigyK4dZHcc3AG1GAqQXTPIrgs9OiiyawfZHQd3QC2GAmTXDLIbBmTXDrI7Dj0e9joQyK4ZZDcMyK4dZAcnAdk1g+yGAdm1g+zgJCC7ZpDdMCC7dpAdnARk1wyy60KP+wzIrh1kBycB2TWD7LrgRlyLtwLZtYPsjoM7oBZDAbJrBtl1oUcHRXbtILvj4A6oxVCA7JpBdl3o0UGRXTvI7ji4A2oxFCC7ZpBdF3p0UGTXDrI7Du6AWgwFyK4ZZNeFHt/UjuzaQXbHocfDXgcC2TWD7IYB2bWD7OAkILtmkN0wILt2kB2cBGTXDLIbBmTXDrKDk4DsmkF2XeCe3XNBdnASkF0zyK4LbsS1eCuQXTvI7jj8qlgMBciuGWTXBTfiWrwVyK4dZHcc3AG1GAqQXTPIrgs9OiiyawfZHQd3QC2GAmTXDLLrQo8OiuzaQXbHwR1Qi6EA2TWD7LrAAyrPBdkdB+7ZrYLsmkF2w4Ds2kF2cBKQXTPIbhiQXTvIDk4CsmsG2Q0DsmsH2cFJQHbNILthQHbtIDs4CciuGWTXBTfiWrwVyK6dR53Wb1/fWgS94AGVVZBdM8iuC27EtXgrkF07yO44uANqMRQgu2aQXRd6dFBk1w6yOw7ugFoMBciuGWTXhR4dFNm1g+yOgzugFkMBsmsG2XWhx68rI7t2kN1xcAfUYihAds0gu2FAdu0gOzgJyK4ZZDcMyK4dZAcnAdk1g+yGAdm1g+zgJCC7ZpDdMCC7dpAdnARk1wyy64IbcS3eCmTXDrI7Dj0e9joQyK4ZZNcFN+JavBXIrh1kdxzcAbUYCpBdM8iuCz06KLJrB9kdB3dALYYCZNcMsutCjw6K7NpBdsfBHVCLoQDZNYPsutDjy2uRXTvI7ji4A2oxFCC7ZpDdMCC7dpAdnARk1wyyGwZk1w6yg5OA7JpBdsOA7NpBdnASkF0zyG4YkF07yA5OArJrBtl1gQdUnguyOw4/KRZDAbJrBtl1wY24Fm8FsmsH2R0Hd0AthgJk1wyy60KPDors2kF2x8EdUIuhANk1g+y60KODIrt2kN1xcAfUYihAds0guy5wz+65ILvj4A6oxVCA7JpBdsOA7NpBdseBB1RWQXbNILthQHbtIDs4CciuGWQ3DMiuHWQHJwHZNYPshgHZtYPs4CQgu2aQXRd6/LoysmsH2R0H7tmtguyaQXZdcCOuxVuB7Np51Gn9y+uPFkEv3AG1GAqQXTPIrgs9OiiyawfZHQd3QC2GAmTXDLLrQo8OiuzaQXbHwR1Qi6EA2TWD7LrQo4Miu3aGkN0/IGDvSQV3QC2GAmTXDLIbBmTXDrIbDXtPKvR42OtAHEJ2X798+WphR5DdMCC7dgaR3T/BwzB0M8iuGc6yYUB27SC7sWAYupmbZPcl48+v36zmOSA7SEB27SC7sWAYuplNZKc803fIbmB63GdAdu0gu7FgGLqZW2X3NeJP053VPh5kNzBuxLV4K5BdO8huLNaOlzugFkPBrbKzyPgmuhGeNblDdgPTo4Miu3aQ3Vggu5vZRnbCtyfaDtkNTI8OiuzaQXZjgexuZjPZ/eubXs18ju2Q3cD06KDIrh1kNxbI7ma2k92//vU02yG7genxTe3Irh1kNxZrx6vHw14HYkvZOdtZ+FCQHSQgu3aQ3VgwDN3MprLT+3YPsE4BsoMEZNcOshsLhqGb2VR2znYWPhJkBwnIrh1kNxYMQzezrey0JtfOt69/Cgsy+vZVa79Wa9fqRHCuzt8irMjOb3TpDqLbJ4ub4SzrAvfsnguyGwuGoZvZWHainbRKCzx/luZxH1fwFEpbq/NPfjpc1lx2oTott3aW+tpnaTjLuuBGXIu3Atm1g+zGYu14/apYDAUby049EknErPOn/bFSY670fxP3rNX5B2HmSqnLZOcFa6vG6/p2Vp4nvQiy64IbcS3eCmTXDrIbi7Xj5Q6oxVCwsey0KkjETaFMQ6qYxHa+0jd23zgWyWetLkmlUvwzk52r9iu4PGFd106rv3799i1J2QKy60KPDors2kF2Y4HsbmZr2cXeUdUEv6VLfjEIRxVkYdFU6yI1qd/CorTVLysLsktbJ0vaTtvb4pUguy706KDIrh1kNxbI7mZ6yk6tZKGiCkssFFcmy5W6sEHZQlIpaaU+MWxssziX7lzt3mEbyK4LPKDyXJDdWKwdL+7ZrdJBdpNbcislBRJnOcRKFhUrJsbKZOb1FmRXVEcFutGs9gqQ3TAgu3aQ3VgwDN1MR9mVYolmYGXl17mgYqSwxdKEbuI35S2r1YUWquxmK14NZ9kwILt2kN1YMAzdTD/Z6eVFH80klYspKitGmgwTwBlNNjlMqiuitCKVXV7bDmfZMCC7dpDdWDAM3Uy/e3YSFWKZNRaaldRWDAKsmFD3Z8pWqQ75JFrc8ctwlg0DsmsH2Y0Fw9DNbC27MAWrzaLmFWuVE9W6aU3xVSm7oM5adVK7qNjLcJZ1wY24Fm8FsmvnUaf166sFt4DsZtaOFw+o/PDDj28tKOkgOzOVOitnXnElQ71uylv1Vaoz29ZM8O9RZbdyfPePG3Et3gpk1w6yG4u14+UOqMVn5e3r26XhcGvZhSqJangVSuD+1qjWrcpOJBp0VsNme0eV3crx3T89OiiyawfZjQWyW+ft6+vScLix7EQn02VEr5mCHrILhWeV3eLx3T89OiiyawfZjQWyW0cHw4XhcGPZhUuGqz67XnZS2HoZ00c1jiy7YXXX49eVkV07yG4skN06fjCsDofbyk5sMtes+Wy1UoRpUcS0QtVXrXflji27gWd3W4Ps2kF2Y7HfYWgfTINhZTjcVnZSMdskmuSVrFXW6uZHW8IzLhFhs9XqmaPLDt0ZyK4dZDcWyG6dMBgWw+GmshNNhQf/xSzFpwBm1iprdUFTsm1/2y8glbPEKtWBkOUWRpAdunMgu3aQ3Vggu3XiwTAbDreUnbguLl9o5alIaUVYOmGzooqwdLtT2arPziA7dCcgu3aQ3Vggu3XSwTAZDreTnfu91VhSyTzPYz9RJ5SVwUQSZXXSerJU5D1Dt7tS/a9vs+DOIbvBdOdGXIu3Atm1g+zGYu149XjYazTywTAaDjeTnYgk14wUpNISLc0t8sr4bltuQtXZvKJuyELHty9/xhLT6mQ3JPGU7CyyG0p3bsS1eCuQXTvIbizWjpc7oBaflXIwnIfDbWTnfk08n445f0Vl6WJWmfhsrc6rMCzK0tqPtyaL55HdQLrr0UGRXTvIbiyQ3Tq1wdCGw1tl9zXwp/pEBFR6RCumYneVM9ahGm1yj07HYkPFdS6O6qzSl6hlv6USi6uzxGeS3TC669FBkV07yG4skN069cHQDYe3yi6nojrBiefLn6bDRFnrlU6Niyv6Ul+rk7xMYnG1/LVS4VyyG0R3Pb68Ftm1g+zG4h/WuWu4A2ox5LzdQHZ//vl1WSFmKyU8nTIRV1rRjJuTecrsodLV5RLzGnUkEr5TdvaejcQwFzO3Bdm1g+zGYsRhaB/8cpPsrkKvc4oOC9M51iq/ra1olbZU8M0S2+ImjHiW/XLHb4gNDLJrB9mNxX4vMO2DpctcMhT2l91hGO8y5klVh+yuAdmNBbJbpz4YuqEQ2TUzmuxOqzpkdw3IbiyQ3Tq1wdCGQmTXzFiyG0Z1PKDyXJDdWKwdr58Ui89KORjOQyGya2Yk2Q00q3MjrsVbgezaQXZjsXa83AG1+Kzkg2E0FCK7ZsaR3UCqQ3bPBtmNBbJbJx0Mk6EQ2TUziuyGUh2yezbIbiyQ3TrxYJgNhciumTFkN5jquGf3bJDdWCC7dcJgWAyFyK6ZEWQ3nOr6gOzaOZTs/rDvksj5w+o3w/JO/P775ltYYu148YBKGAwrQyGya2b/skN1BrJrB9ndguWN+f0vq+vLfoehfeAHw+pQiOya2bvsUN0MsmvnaLL7/Y8Km3tI5Gapld9/97qzyq4gu3V0MFwYCpFdM/uWHaqLQHbtHE12j7meKGqzyPjD+e4Bkztkt87b5aEQ2TWzZ9kNrLoev66M7NpBdrdQyO6f//xLddffdmvHi3t2P/zw4/JQiOya2a/sVo7v/nEjrsVbgezaedBp/ePrLxbdwgiy++c/H2K7tePlDqjFUIDsmtmv7IamRwdFdu0gu1uoyu4htkN2N4PsmkF2XejRQZFdO8juFuqyc7azsBfI7maQXTPIrgs9OiiyawfZ3cKS1MR2nZ/JRHY3g+yaQXbDgOzaQXa3sCS7v7pP7daOV4+HvQ4EsmsG2Q0DsmvnlLL764/ff//9j2pTV3XxC1EWnSZTu3zdlY3902/smvt8DEM3g+ya4SwbBmTXzqlk5x2l0y9P0VgSGOu+kwYWZUiC9DpmlNFKZtyHFTztvmMYuhlk1wxn2TAgu3bOJzt13fS1J6mAvAW1Tv+u3XyTaoty0hqXUb/UxWVMjeY3InX6t/kpToahm0F2zXCWdaHHfYbDyE4Gwb9b2IvTyU78Y2JRy8TN1UzTN1xq3YrtNFEdUVjwlvOqxeq22Gi6bHXXfB6dYehmkF0znGVdcCOuxVtxpez+LkPNAr9Zkyche4DshA1l91fkMHWRhYIuRcYRAS3nSlZMiFdLM6ZL0i6Sabona6wdL3dALYYCZNcMsutCjw6K7No5muxqXwRttc5Rv8dC0/YWehNa6JBli0qW62LfZhnFaPPWki0LlzQ9g+xuBtk1g+y60KOD3iC73xawJk9CdgzZCVfIrobVOvssCi3Xj7opaRsTJ02JrCVhmiCa9eU7InXp1pdAdjfzHNl9/fLlq4Ux3+QM+FMDqf/iSuosrN4ZZNeFHh30etk9WWpLSD9AdsKWsrPQI/qxqNTPP1cekczzBCLZFY3C1K4w6z//apvYIbvb2ZPs/pSTw7nuX/+SaFln6sRvFj8QZNeFHt/UjuzaOZrsVp0h72daHyZfIqJG3SiSyKKcsAuVjPNqkWSvZO149XjY60DsSHbquslh0sC0V+E5EztkNw7Irp2zyS6drQXZhShHamam6ZiEFuWsZhTH+aJiYtcMw9DN7EZ2Ol2L5muysCi0pOHj4CwbBmTXztlkZ5ERhLQ817pOdlITMv6VMW3uumlkAsPQzexFdu52XaQwmeYtTe2k6fKsryOcZcOA7NpBdj5a1tdf9kynYo3XZReiCi7Dpf1cgWHoZnYiu+h2nSEFFuVIzTMmdv1k92//YcEp4Z7dCnKuIzvhqbKrsdg6mrNJmwrI7mnsQ3bx7TpjcWqnc0ALH0u3s+w/vv/HiXXnRlyLtwLZtYPsfFRUrbLYer4rt5qxk+x+VSyGgj3ILrtd55EmdaeVl0AfREfZfT+x7tyIa/FWILt2kJ2Prns+skhkyMRurljJ2OmenTugFkPBDmSX364zZGpXk9rTJnZ9ZXde3fXooD1l97e//yan4G+/LUjIV3/57e9/s4KUudqWc6x+WltDHwXWNyD4HbSFiyA7H0VTsgaKRIaUzzsgGZd2RmTX42lMd0AthoLny06ncLULllK+UPyciV1v2Z1Vdz06aAfZTW3k70TFNn+zKuW3sv5C9f/4m/OYx1XL30x2UYt0B7IdRHY15I2xyAiyk+gK/xSJPOK3kGQto6x/hVpjkN3NPF12ldt1hlRUtLbYvDvdZXdO3Q3ygIq18bOq37xyipXMREv1F6qtPq6WP4nsvC2nFkmGeAezqlWQnYVF3T9XdFQ2VsR1scPqjRyVHW2U39rx4p7dKk+W3bdl19Wnds/63IHwANmd+d7dlnSTnajELh/KcnXWNU3YymuJTlRztVvw8YRbw1JqY6mW/8bbyFvEGeYd/PL3v/9NsOKLIDsLk1mZY31mZlFE5rpKxrlW7+2ldov2ZJUHHa8j8lzZLdyuM6TSooCUPWli9xjZobst6CW73+KLj+qVRClZgfOOxYKTU1adbDUrkPa/ZbLLWqSLbgflP82WM5CdhVqZ6EZctaifIpH3V7pCYbS/5p/L0w0nImy+i4fsbuapsnOu8yU1Kp8+eN7jKQ+THbq7n06yE//YkkPOxXg1dc+K/KrVkclkA2m9bE3LQhPV5fIG/A7W7gSug+ws1Dh2Uzkvi8gT6XejpKsrWcZEfhJH6cuZ3hLI7maeKbuVS5iOitlkxWdN7B4nO3R3L51kl7lGVWShUKjIyWjOq43L6mh9Wch2QjPGsitbxBl0B3/LN9HAgwbPt69vLbqFK2RX+z275S8+iWXnLkNOAlL7rEy1pNZSK7qillhlIMmoC2FjuoF5Ma1aBdndzBNld8l1lU8fPHNi90jZnUl3bsS1eCuul50+9FEhuEPbxBMxJSnRHBbOREXl2ukqsRgn1GVhLbWZhROxYN0OXu+6w8muyqQhCS0yEtn51Z0tXWClNbQ+o/qDQFnGuImTn1OmCxpdxwMqt/M02anqlm/XebSZhR4/I3wSD5XdeXTnRlyLt+IG2dXJZGfxxIWZmxTOJVptYSAulLCQoZvazaW1FpJhKqvtYAvIzkKH844jEVOBNTLEZkutvdI8+czPTe48qxdfE9aOlzugFkPB02SnXHyuUtokcpPlp13FfLTszqK7Hh20k+xy10jZ6swtol4dSjW9j2LijcYbm1EdWljbwRYOJbsNkInW7yvyugFNuJDxL9uaLbaA7G7meZcx3dTOlpfIpnbfnjmx+9c/zEEP5Ay669FB+9yzK2Zu0XqVO3YxC9Vhali7iulXmwQmLUqXRXlrO9gCshsLZHczT7xnd+FZTIc0sUiRpedN7J4hu//+b3aYDkyPX1d+juwsrLFQrUl9VFVZMiGstwh7FXJdB7IbC2R3M0+UnbPd5UdUgg+f+njKEy5jnkF1fegkOwtnovUuqGahOjhQgtq0LDKctPh7SWhwYQ8WQXZj8aDjdUSeKTv/4YP1C5PSwCK31hMndo+WHaq7nafIbi3FUrUk9Y6bg5RUdnWQ3alAdjfzXNk5261eypQGkw2fPLF7rOxQ3T30kV3RJiq7kGKpWk7pDWV38UXUQHZjgexu5smy02j1EwhSP8kwrPQcHig7VHcfo8guPF8yBymp7GotZlpeRA1kNxbI7maeLbuLN+7C1E7a+eBJPEx251KdG3Et3oqRZOejBZUhOw+ym1k7Xj0e9joQT5ed/+GD5SnbPLUTKz51Yvco2Z1tVudGXIu34imyW7tjtlCdyG6yWkxUvNBipuVF1EB2Y7F2vNwBtRgKni+7SzfupHL6+8zHUx4ku/NdwOzRQR8vu0sTr7qqQgKJ6vVzscYWVol35hqQ3Vggu5vZg+y87ZZMJpVqQpnYrT7J0p8HyO6M9+p6dNDnyG4tx2/V6uCyuspkrUR2azpteRE1kN1YILub2YXs1m/cSZX8V1Z57sSuv+zO+VhKjy+vfYLs1EsWRsx2UlVZGAjPp8RhQAtn2elCZfI3g+zOAbK7mX3IbvXGnVT5r1ux5WfRWXbnVF0fniC76tTut1BUq471VZOlloUW6suVqR2yOwcPOl5HZCeyW7tx5zz3/IldX9mhui15huzUTJmLwvMnVVUla1QmbqLKuFBb5Lvwt1CC7M4BsruZ3chu5cadTu2k0paeRkfZobpteYbsdJ6W6kztFAoKGWYFhQ2lPjWgtkj3Ia5veRE1kN1YILub2Y/slm/cqelqKzyYbmfZv6G6jXmK7NQ88eQsd1NWra5LMibTOO+65EJnuUqyjOzOAbK7mR3Jztuu5jQtf/pVzH6yOzf7eEBl4ZfKw0+VX5adt91vXk5/05zpGheqvbumyZ3WSyj/jWTnW0y/CJulyHamGWQ3FmvH6yfFYijYk+wWb9zp1O7pEztk1wc34lq8FTfIboHZHzWX5GVOZ1L2m5NS6inFFy9WW/3UQJ0mf5JWaYukEtmdg7Xj5Q6oxVDwHNkNCbLrQo8O+iTZzTJyhFnhTLyhSnVc7xNLkCrRfOpJNl7bwRaQ3Vggu5tBds0guy706KBXym5L/u4nXb9NFxszLlRP1zeLSV/gb/obdtJkrc01ILuxQHY3g+yaQXZd2ME9u1OD7MYC2d0MsmsG2Q0DsmsH2Y3F2vHiAZVVkF0zyG4YkF07yG4sGIZuBtk1w1k2DMiuHWS3JV++fLEo5ncp/sv//cOXVPirvm4Ow9DNILtmOMuGAdm1g+y2pCYstZhz3brP/rBGF2AYuhlk1wxnWRd6/LoysmsH2W1JxWZquN8tXpnaNU7suGd3O8iuGWTXBTfiWrwVyK6dB53Wv7z+aNEtDCw7mbDNrtOFOc6QquVLnBFrx8sdUIuhANk1g+y60KODIrt2kN2WFLKbbtcZ6VLMck0KsrsZZNcMsutCjw6K7NpBdluSye6vzHXLU7u/Gid2yO52kF0zyK4LPToosmsH2W1JKjt3uy6dr2U2nMmkuAyyuxlk1wyyGwZk1w6y25LEZfGjKRMy1atN7VofT1mXXY+HvQ4EsmsG2Q0DsmsH2W1J7Cy9hFlcmlywWuPnDgSGoZtBds1wlg0DsmsH2W1JpLL8dp0hxeXNufaJHbK7HWTXDGfZMCC7do4nu7/++F2oP+6hVbGBltv+oTV//FHoaqncM0urcrvOU31EpfVzBwLD0M0gu2Y4y7rQ4z4DsmvnaLITbxiRw0wmvi64JmqbeUmnZUZioaXyCSl3f2u364zaqlK2YM8ChqGbQXbNcJZ1wY24Fm8FsmvnWLJTyYhMZPqlf2fdeNmZqabShbaCq5Hpm68JHloqD0ip/lGLVmUoSF2uQcm71Lpg7Xi5A2oxFCC7ZpBdF3p0UGTXzqFkpzaaJmkqnMkqTnZiqPjqo7adluO2lmWK1WtmoqXyCCmU/2pdxYSGbxOz2jwD2d0MsmsG2XWhRwdFdu0cSXZqo8gaajcfqex+TydUZdu5WuKoRhpatFQeoSIrPkmeEW/KIZnSgjWQ3c0gu2aQXRd6dFBk186RZJdLRtXjUNllQsnbioKmiVohI/u7VB6hWeX/q+7SBhZ6ZO9W3JiB7G4G2TWD7LrQ45vakV07B5KdSCOz0WSR9DKlovqz0BMUJFF5fVJYKo+RJMWmCiKvKoX8Vlk7Xj0e9joQyK4ZZDcMyK6dA8lOpJHNkOJ7cqmoSsHMCrpTdhcuYgqZlAvvrsIwdDPIrhnOsmFAdu0cR3YrMlLZWeiptZ0VVIrQs1QeoU3UdutzO2kQbb0hbQTD0M2MJDs5KSx6Cpxlw4Ds2jmO7MRoSzOqbC5VbyuS8oG2rmVaKo9w4rpou2R3WiaMEQxD6/y4/CPB/WT37eufytdv36zgbpDdAivHd/9wz+65HEd2s6xKxC6pUGptpcyrTPQj7f/4KxfbUnmENJD/asNVLfpmHokvGDQB2a3z9vXt0nDYSXbf/pRDOLOR7iSTRU9hv2fZyvHdP27EtXgrkF07x5GdjA8WFRSyq7UNjZzVHL8n3wu2VB6QKv3jGq4oTLw6Te2k6fo1z4y14/WrYvFZefv6ujQcdpGdqU4ndi7YSHeSx6KnsGfZLR7f/eNGXIu3Atm1g+wm4kZBa6m0lsonpNgHFy5lzu10qytWLFk7Xu6AWnxWdDBcGA57yM4Z7s+vtvTtq1u0pXuQNBY9hX3Lbljd9eigyK4dZDeRNfrrr+lrwVJpLZU7pNSiddtJrd+W2tMFrSC7dfxgWB0OO8hOXZe4zU30NrCdZLHoKexddoPqrkcHRXbtHEd2IhCLCgrZ1dpW51h/SWm2rmOhXAot0nTLN+6k0ptQgkr2FZDdOtNgWBkOt5edmi2/avlNyu63nSSx6CnsX3ZD6o4HVJ7LoWS34pZCdoVjZHyprb8096qWx2XukufSHk07sJB8mbXjxT27eDAshsPNZVdznbfddF3zZiSHRU9hBNkNOrvbGmTXznFkN8+WSgrZVdouXlCUtlVl1crTHGK0pXmb7YBsdKHBEvsdhvZBPBhmw+HWstMbdLWnUdR29z6lIiksegpjyA7dCciunePIrjJLmmRUyK7Stmxj3C47Z7sFAfuW8t9q7mWQ3TrpYJgMhxvLbtlpMuO7d2onuS16CqPIDt0huys4kOxELZlZpoJSZFKStl2c2N0jO22zcOPO7axsdMGFiyC7dfLBMBoON5adKG3p3hyXMbuxcnzPCbJr50Gn9eurBTfRJrtiniRC8cul7JbbSmv7a0iND5bKI3LZrdy406ZLHl0B2a1TDobzcLit7HRiZ2EHuia/zEiyG0h3bsS1eCuQXTtHkp3OoyJ5uMmToyI7tVC1bW6guWapPEYNlrLwK69+/bL5RdaOFw+o1AdDGw63ld3KxK7EfZ3Y1/pFz69a+TWrlDPDB7VKw39J2d2TyBpjyW4Y3bkR1+KtQHbtHEl2KpDZQGqzyF+Fb+L6OPZJZq0FIS2Vx9QK452KUDPXNbjK2vFyB9Tis1IfDN1wuK3s5OBZdImv+tSmpzRTqPszNposy3/DN5EllQ73+XVHWXc3o8luEN316KDIrp1Dyc4b5Pc/BBdYaVV2/grj3Daq9xrSmt8TUS2VR0ixRRELjbX46ondP/9hnbuGO6AWQ87bTWUnrmmb2M3fJ+b/WKnhjSXzM//XSgVZ8ldKpxWzZ2FWs97P2lm2VwbQneugFm8FsmvnWLIzhTiiB0OqsltoK7hPjE9EKy6VB6Tcohin1WQLiiarJlkF2d3KL0+RnROWn9C5LxNLVlJV2XXIrFIWdFWbtLkkse2irD6JDzdjRNn9cs8jcI+hx68rI7t2jiY7kYhMvGT6VcilxmJb/U4wrcprlsofBpcx11m6zCVD4aayE8U03S1LTKSOitZSTYXFpFJi+X+olKaR0LRpmnVj2413GXMA1fUB2bVzPNkdm/0OQ/ugPhi6ofApsvtWzMgs9At55bSs/oo3kLZN1Vckup/RZHda1SG7a0B2Y4Hs1qkNhjYUbiq7G/0SryZx6kuR1lQgdels7WvUuLiE2npNtZmxZHdi1SG7a0B2Y4Hs1ikHw3ko3IPsImdVDBUKVHYWenT2ZmFl263zzFZGkt2pVYfsrgHZjQWyWycfDKOhcA+yi5y1KihplpkwrCg5cktuPbUbR3ZDqc6NuBZvBbJrB9mNxdrx6vGw12ikg2EyFG59z+4W2UXOClEFqcxMGJqL2YpNn1R2g83q3Ihr8VYgu3aQ3VisHS93QC0+K/FgmA2FT3lAJWd21vpkrDShbNAiqavIbsWc1zOG7AZTHbJ7NshuLJDdOmEwLIbCTWUX3Xxr4NtMLLuVBJdkl3NC2Q2nOmT3bJDdWCC7dabBsDIUbiq7dr1E3xbmseJ7ZFfjpquqC+xfdgOqrs+X1yK7dpDdWCC7dfxgWB0KN5ddi17C11vO+ApkdxMrx/ecILt2kN1Y7HcY2gc6GC4MhZvKTpXTcB1TnZj83IEs++Au2VnUjX3LDtVFILt2kN1YILt13i4PhdvKTmTV4BxplCoN2d3HyvE9J8iuHWQ3FshunR+Xh8JtZVd6LPDndE1RDJW2CYpcv+m3Jrsi6fbs9yxbOb7nBNm1g+zGAtndzMayU2/V75NJjX2qoHCWiGoqWVxdWZNdSN8NzrIu8IDKc0F2Y7F2vH5SLIaCjWUXiyshmrPlWtKqFWd9nX+HdU12lcqtQXZdcCOuxVuB7NpBdmOxdrzcAbUYCraWnXv4xOIILZ4uM+Zacj/TarG2y6Z2oXm+YiI7CQtNLk8SbwHZdaFHB0V27SC7sUB2N7O17Pw8LbdMosCs/s8v+kkEWyivg0rdkiUT2Wltajup3NR2yK4LPToosmsH2Y0FsruZzWXnbZc+LCLaiUSUXqr8UxZiZ2nb4KjckhZNxCsmTYvFDUB2XeCe3XNBdmOB7G5me9l5232ZryH6L0uJ7Oc0ZLVefLGznO2s2n34PBhLFiyaKFe07WRrbgKyGwZk1w6yG4u148UDKqt0kJ2/Fqm4u3EuSK4nOhv++fWr06DaKXGWk1ZYNzKWLFk0ka7oLTtvNNnmBiC7YUB27SC7sWAYupkusvvXt0l3jmm6NRO+LsxbMHWWScuRWFKWLZrIVjRPOjZ+OkXgLBsGZNcOshsLhqGb6SM74ZtM3JSvuekcvrZapVj1Yv0ytuLmphM4y4YB2bWD7MaCYehmusnueHCWdaHHrysju3Yec1r/+PqLRTeB7GbWjhf37FZBds0guy64EdfirUB27SC7sVg7Xu6AWgwFyK4ZZNeFHh0U2bWD7MYC2d0MsmsG2XWhRwdFdu0gu7FAdjeD7JpBdl3o0UGRXTvIbiyQ3c0gu2aQ3TAgu3aQ3VisHa8eD3sdCGTXDLIbBmTXDrIbC4ahm0F2zXCWDQOyawfZjQXD0M0gu2Y4y4YB2bWD7MaCYehmkF0znGVd6HGfAdm1g+zGgmHoZpBdM93Osn/7DwtOiRtxLd4KZNcOshuLtePlDqjFUIDsmuk2KvzH9/84se56dFBk1w6yGwtkdzPIrpmOsvt+Yt316KDIrh1kNxbI7maQXTNdZXde3fXooMiuHWQ3FsjuZpBdM51ld1bd9fimdmTXDrIbi7Xj1eNhrwOB7JrpLrszX8zcFmTXDrIbi8ccr0OC7Jp5gOzQ3TYgu3aQ3Vggu5tBds08RHbobguQXTvIbiyQ3c0gu2YeJLuz6Y57ds8F2Y0FsrsZZNfMw2R3Lt25EdfirUB27SC7sVg7Xr8qFkMBsmvmgbI7k+7ciGvxViC7dpDdWKwdL3dALYYCZNfMQ2XXS3cv75UXWxJ8wXtbUnxBaPL+iyNapyy5gx4dFNm1g+zGAtndDLJr5sGy66M776lPtiSYuGxJePEFyO4kILuxQHY3g+ya+Yc56IFsr7v9yY4HVJ4Lsmvif/8/FjybtePFPbtVkF0zT5Ddf/83O0ybsT/Z9QDZtYPsmvjf/5cFz+Yxx+uQILtmup1lS5cxt1cdsoOcQWT3ZP7z9fW/LHw69p7AtSC7Zh4sux6qQ3aQg+xaENn9Twufjr0ncC3IrpmHyq6P6pAd5Dxm8Hz7+taiIXn7KvxoCzAoyK6ZB8qul+r2iBtxLd4KZNcOsmvAye6uuelD4AGVVZBdMw+T3ZlUh+yeDbK7jHPdAFM7d0AthgJk18yDZHcu1SG7Z4PsLmOy2/3Uzh1Qi6EA2TXzENmdTXXI7tkgu4uY6/Y/tXMH1GIoQHbNPEB251Ndn19XRnbtILuLzLLb+9TOHVCLoQDZNdNddmdUXR+QXTvI7hKz63ggc2yQXTOdZYfqtgPZtYPsLhHJbv8PZMIyyK6ZrrJDdVuC7NpBdheIXMfUbmiQXTMdZYfqtgXZtYPsLpDIjqndwCC7ZrqNCv92atW5EdfirUB27SC7dRLX7Xxq1+NhrwOB7Jp5zKhwOtyIa/FWILt2kN06mex2PbVzB9RiKEB2zSC7LvTooMiuHWS3Sua6fU/t3AG1GAqQXTPIrgs9OiiyawfZrVLIbs9TO3dALYYCZNcMsutCjy+vRXbtILs1CtftemrnDqjFUIDsmkF2w4Ds2kF2a1RkxwOZo4LsmkF2w4Ds2kF2K1Rcx2fthgXZNYPshgHZtYPsVqjKjqndoCC7ZpDdMCC7dpDdMlXXMbUbFWTXDLLrAg+oPBdkt8yC7HY7tftJsRgKkF0zyK4LbsS1eCuQXTvIbpEF1+13aucOqMVQgOyaQXZd6NFBkV07yG6RRdntdWrnDqjFUIDsmkF2XejRQZFdO8huiUXX7XZq5w6oxVCA7JpBdl3gnt1zQXZL/Pg24vXVAgeyGxFk1wyyGwZk1w6ya+L11YI9wwMqqyC7ZpDdMCC7dpBdE0PIDlZBds0gu2FAdu0guyaQ3fggu2aQ3TAgu3aQXRPIbnyQXTPIrgs9fl0Z2bXzmNP6l9G/doR7duOD7JpBdl1wI67FW4Hs2kF2TQwhO3dALYYCZNcMsutCjw6K7NpBdk0gu/FBds0guy706KDIrh1k1wSyGx9k1wyy60KPDors2kF2TSC78UF2zSC7YUB27SC7JoaQXY+HvQ4EsmsG2Q0DsmsH2TUxhOxgFWTXDLIbBmTXDrJrAtmND7JrBtkNA7JrB9k1gezGB9k1g+y60OM+A7JrB9k1gezGB9k1g+y64EZci7cC2bWD7JoYQnbugFoMBciuGWTXhR4dFNm1g+yaQHbjg+yaQXZd6NFBkV07yK4JZDc+yK4ZZNeFHh0U2bWD7JpAduOD7JpBdl3o8U3tyK4dZNfEELLr8bDXgUB2zSC7YUB27SC7JoaQHayC7JpBdsOA7NpBdk0gu/FBds0gu2FAdu0guyaQ3fggu2aQXRe4Z/dckF0TyG58dim7//f/s2BXILsuuBHX4q34B1yBvWldQXaP4FfFYiiw831f/Of/tGBn2HsGW3Ie2f3nf1mwM+xN6wqyewQ9+tKBsPN9V/zn6+s+hwV7z2BLztNB3/5iwQlBdo/gPH3pMLx9fT3xsHA2TtNB5bQefMC/A2T3CE7Tlw6DDApnHhbORo8HVHbJqf8Nh+weAffsRsPJjqkdHItz/xsO2QEUuEGBqR0cjHP/Gw7ZARSY7JjawZE4+b/hkB1Ajg0KTO3gUJz833DDuwLZwebMsmNqdw7O8QTZ2f8Nh+weAQ+oDMU8KDC1Owknk91J/w2H7B7BOfrSYYhkx9TuFJyig57+33DI7hGcoi8dhmhQYGp3Dk7RQU//bzhk9whO0ZcOQyI7pnZn4Ay/rsy/4ZDdI0B2A5EMCkzt4CDwbzhkB5CQyY6pHRwB/g2H7AASskGBqR0cAv4Nh+wAEgrZMbWD8eHfcMgOIKEYFJjanYDj31Tn33DI7jGc4WGvg1CRHVO7w3N42fFvOAHZPYLD96XDUBkUmNodn8N3UP4NJ9gLHxl7JXvm8H3pMFRlx9Tu6By9g/JvOOWXX+yVj8r/McJIdPS+dBiqgwJTu8Nz9C+v5d9w8CiQ3SAsyI5h4S7efP/+xsJuvPv+0SLl3XchLjg3/BsOnoqdcAkfrO4uPlgyx+fPm+Q8CQuDwnGGBSeBiY8f31lxZx4tO9mee322CPwbDp6KnXAJ28tO+fyz1cAFFmV3lGEhkZ3ysbuFhEfL7uMDtjcSh/83HOycjdRWIrKzSPj5w2c5qT/bEqyyOCgcZlgQ2VkkvHknVnjE/OfBsnvE5obi8P+Gg53zGNkpqjsmdw38+Dbi9dUCxxFlp6juupvhwbIrXuRlDv2AyvH/DQc74ifF4onHye6Hn+W0xnZXMsRnWq6l9IDe3+ptov3L7tBPkB3/33CwI2p96YGyc7azEBo5ieyc7SzsBbLbDwwE0JdaX3qk7NR23Le7jrPITlXU+b4dstsPyA76UutLD5Wd3rfjQuZVnEZ2/R9e3L/sDn3PLgHZQV9uk93PHz7XPibni5dXrspONpdM7RZy/+BzL3pxqVrLQ2m9VXW/L2zviZxHdj9kU7s37z5WP4Lnit8V2loofvNuTpPJbim/y5TnWdtoXHqf7M4DsoO+XPmAitPVz/oQpZJef9Tbb56l1euyk2wWCdLEk13bnDa58NG8SrXbDb9PU9ncKtnBeZPRNueXuMdp54lkJ1M7iwRp4smubepzm47UR3NxZq85jZQnsqvln1oJSfI3c/bUlnNxnNblm7ML2QsABdnB47kgOxHIh59/dh+Ti42kepDyD3l5RF12Ujpvb0qifyPLqLM+u+RV+1SrNaur+Gx7M7dKk8f7Pe1IknB3n3w/keykdFaVeuTdG/8RvEgwaiKZSsl0LSmfi7PmcZqPieyq+XX7LtXHRFDJRoNj52L9a2XIrhFkB48nkk+O6mo2hdghNIwWJKzbTteukKxpuXVqNUtG3DMZRzWUy6deLVl/FmP5BUFbhXBOIvs0h7JNH0VNpX7x3XgSJ5Kdn1k5xEEmFZ0+xX6ZZKOqmcq1OISheZRGwo9SF5amMM6v/hN/2dJMlF12fKqONiqlIZzdtvAiQUF28HhUExlW42ZhQTazHBJnZAsRUm5RwudJLbHgQmnsHiFZcNSrdU+j8sh1gthujiKX2S26ZD9/3pvrZJctOBILHhAhTUFirNkfQSrCvBBpRxDbWVSkmRcX8ovJ4kxGsrNvKq5zC5bvPtmd59eVD3law46o37MrmBwkGog9NptCVBI74XN9NnRBdpIkyh1SRk4VpNwiY6Fa9jSyW9nKJ0+3aUSe3SP5G3AILsgumoIJsmSGEUf5wCHlPiiKrXmaRpvZ8lL++jXHSLYRaem8C/fJrvYE2TE55GkNO6LWl5zeUmLZWajMVsg0FqaCCRdkl/ooJE9F+kPu0YXqaK+FoE7PvCs12SVTwv1RfxcH54LsUnsFr4RriI7gtLR4WjuzlLQzxy3nT+xo1GZ7+UZnfSK7Ng55WsOOqPWlzAsx4oi4bslHC6zLbslHC2tNLFWvTeyiGV3azCMp67beB+vvx6Csy27JXotrpcWTeGYBTUjDqaJux+rETqtLBeYbnVIiuzYOeVrDjqj1pXXZxRqYpkDVi4Gu9cS07P5m2PaKJLY8G7XOUnUuu6zV9CLFgsX6sid7tt2ZZGfGKCxly9lMbaIoXkozWWspv/ytbUCaZ+2FfKOT5JBdG8gO+lLrS+uys8gxyW7BYtfJrqi18pXdUZaq0/Ki1XypUvfu84f04+Nux7Vsl8qrv4uDsy67otbKp9lTRlFswinSTJJbyr+0AWkvNe/evYmUlzedct4nu/NwyNMadkTtYa8Vu2RCuiC7nHqzaUbnDJPi9mNld5Sl6rS8aBX2ReZ2nvRzCsYOv0PlkKNC3QORjHKcWRZcVBRb9mIjl/IvbcDN7Tzzt6XYcowrR3ZtHPK0hp2zYpcesptK5W+O24+V3VGWqtPyolW8Lx8+m/CiC5r+s+fK7mzX9mYPRt0DU+mSjBZcVBRbnmIjN8tOVnWfPlfMdrYU48qRXRuHPK1h56zYJdPVFrKTSZTf3FKSld1RlqrT8qJVeatP7ZaX6WfKd2e7Q44KVQ+Ii7xrlizRKju7n7YmO7dcsCw7j/uyFG+7pabIro1Dntawc1bs0kF2ohhvk2fLzu1KkUsvaFq4F3a3Q1tQ9cD0sOSiJe6VnRTcJzvnS79uH9nV7jMck0Oe1rBzVuyyILu1VSJqOpsndotJLpi0zZFFq+rGagacbinuh/X3Y1BqHpgndosmWbBHUTytnqe5OC1bKo+4NDu8T3a1J8iOySFPa9gRtb60Yq4l2eWWqCeoeElUMq9ZU42Q2yZ7RHKpOn0Veau6IpHd06h4QCwya2LhMwaTaCbs6ci8eE6epZF21nAh/zWyyzc6gezaQHbQl1pfukF2Up6pxaKE0jDSMOhFqlMh2d/sQmL+XWQL1dmr+Jy0SrYbqL3yuhafye52aAtKD4g8goCkOtWX/Z2uIRofzU3pB7xDpiyNrG3Ly/kvym7e8+wzedPHEpBdG4c8rWFH1PrSDbJTlwRRLU2Gcm/oTxvEzkmSyJLVpWYqZl8L1dmrWEoS/4DPtN/J77jWZnvP5RSy058eiN0x375zzBOxxIgXi7M0osZ5cSF/XXbv4sKFjcqST4js2kB20JdaX7pFdrLSvJY0qvshXvtn96BjIaTZdnGsCS1OfvrHqFfnr0JtV7aK93X2YbRpcV2xvWdzeNn5H4RLNSPumG0Ux9Jy/omfSFgqnkpxvKqUv5mNtJS/LruobWxJCWOrWnyf7Grf1H5MkB30pfawl0oox8QR60qIZOdmafrTQOqwuut07ZT8E9tquJAkVOqiK5aNVNxTrc5l55IXrXS3bZP6Anyh209XplG5vSdzVNmlzB/WNtRA+sOo/pdRQ6UuumLRS1CQa14pTtK80aWprp6/Lju3s66tRiG7bmve6LTifbI7D8ju2bz/8smi86BDfc5F2bk5kLGkByeRCTGMFceEJMWcz1P1aK26kJ0XmyNO4tznmVfws05HfJlzJxxfdiIdK45Rg3iKOZ9nloqiEzpPUhzSqNAi2dXzZ9ua8FNPR+TdZF/mYmTXBrJb5kvBe6vZkjPK7mY+fBbu/X6thSQy89JyWyq4UG3IVK3WqrbJtoRP4byjwruPQilCmUlpuS3NyLyrVuzTVHW6kL/K4karxXARZLeMGS4C2cEZYFQ4EdyzA5VdD7nlIDvYG4wKJ6L2BNkx4bReBtltwa+KxTAGjAonAtkBstuG8/Sl48CocCLO00E5rZdBdltwnr50HBgVTsR5Oiin9TLIbgvO05eOA6PCieABFbgku5f3nz59yhr4sqywVmalLxrEsqsl9aVru7JruGc3HowKcEA4rZdZkt17LX9vn0ZQXxkvn6zsU1Q4tUtzTS1doll2L1YaSsKm6rsC0AFGBTggnNbLrMnu0xedlqneZrGJqpzl3seFEmuSFxFWNIH79MXN1KT0UyS7OUFo6zf15f17NwkEeAiMCnBAOK2XWZHd+0lnYiIfqKomIYmt5urZZCGMS8V600KUYG4gm3oJ5gR4CIwKcEA4rZdZlt2nICCZ4vkgbj3JKhKcuswaZKXTUpxgikV2uA4eDaPCiTjPE2Sc1svorbIEk5FM3IKWpomZFLq/HrtrF13PdF7zQVI6X7MMlzOFKGvY1JjwgMp4MCqcCGQHq7ILtpoUlhjMSPylTVyCotQvpgksa7KpMTlPXzoOjAon4jwdlNN6maVZVTqJ8wvztC1mvsTp0adNhKLUyS5LYI3STQ3JefrScWBUOBHn6aCc1sssyy6emnkdZdM1TzYtM59lpbZmlmCWXSXtWJynLx0HRoUTUft15WPCab3Msuzi8ntl9zLJ7sunCLu4mW5qSJDdeDAqwAHhtF7m0bJLcds4gOxgPBgV4IBwWi+ztezsBlxRarKrJMg2BfAQGBXggHBaL3ON7NoeUHE+y9Lap+5sgpeB7OAJ/PKLBQDHAdktc43sqo2zZynrD52Ejx64PynI7jI/f/jwWfhgi7fw+nrP2nA+3rx791F4Z4u38O77d4uey3luqvNvuGWukl38tSjSxLWQ6V50xXJSX1o6PYqSJTAOILvaw16lXH5+9WXyd8E7CxUfZEXjdt8huxNQkcvH798/vhFzff++YK2FCkk1cbvvkB3sh6tkJwoLpdNFzWRqNzdIvy5sWsoc6OMDyK7Wlwq5qOt+dpEE7m/O52q5rvf64WfhgzR4/exzXA2yOwGlXNR1LhBpub850sCiGHGjSPCN8E4aOF3eArKD/XCV7FRsU3HwlphsMlhQnFSH8P18VVPmeFPb+VujTyI7EdXkKdFX1VjSwqKIaD1BJ3m32Q7ZnYBcLuosm5ZJWDXWJMMEmw4aOsm7zXbIDvaDfQYgwpunLjuVlf/hnshaWmg/0ToLztnuy4uUvlenhVt4c4LQ+ByyU2dZqHW1KZyIzKIIWS/JE+aHV4LsTkAmF3XdbCmJLYqp6khcl1y5TPJcw15kx5fXwtWyCz/eGl+PFHF54nXmlmq8YMG57ZzgDLL7OXGdaq0irM+ViZ2sl7esm/IiyO4EpHKRpchRslQR1sfKxE5cl7esm/Iie5EdwC28f//p06fsd1ZffKEtTbzUCusJDkgsl2I6VjOPGLAolBVrZZWrnRdBdicgkYtei7TQUXsSRVYoCmUeVyurXO28CLIDOD6RXERj2WMltaldbWJX9dqHm7SF7E5AJJc3+bVIrSymdrWJXdVr7yqmvAyyAzg+QS7pJUxHbcZWKapf7vyhVnYRZHcCglwqt9lqM7ZKUc2JQq3sIsgO4PjMcqm4zhVaNCFisyjQcsHyZ/24+YfCf7448pvtT711vbjIATtnlkv1kRKZ61k0UZNRywXLN/px83fFBnxxpE/L78tdSUy92Oe4ya2L8IAKwDb8pFg8YXJZeHqynNpVxCaNLk3iRJGe9DqpbtUzb8WFc/O0tajXExfPbRuMC/tgkld+u85TTu0qzaTRJdHIVjzpx+9UsJ55K25/9IKqI91WyGIFytz28l5cQ+0JMgC4nlpf8p5ZcJ1WpxO52sSuVpbgnPbBPm0ebUYXtVjLJ1Pp/nx+lemblKetNYuWa3HwWpwjFzPsFJNd3XXqtnQiN7kxplaW4Jz2zj5tHhlJF7VYy6etazJVrH04Pd6pqXmSRXPLjFGSaLCd7modFACup9aXnCEi2WSIWRIJLnzuwKIFgrRkcpZ4arJT2AEpm9uo3nwkyMK0quxUFE77p7qzEPaNM5Uao+4JqU4qFj53YNECIbtMw8L6st40oQta0w3OzaMWbiFkmfcq+PCNrFpc4byZWgcFgOup9SUVzrLrtD6uEuOUs6eVtT0fQn2UIPHovCDJQrqodeQ6t2CrJvtTuckHe0Rlt+y6/LKlzrksDKRNKrwL9VGCxKPzggQfQ7lYzaLIdcLsTN39mTfbuY57dgAbUZfd52iGVZJO7WoTu1Q4l4inbfFqn20puUapW7co3fI0iQvWg4EQW6hfllyXKilIJuaqCdWcIfPmR1uS7cUbnBuF6Z4yr1zdIQDYD/UHVBRbqJA6qeq1q2Qn+XwQPOb4eZ6qxdlmmWVqnMuR3YioXNZslTqp2nJt9QLJ5wPZsA88b0xluj8+cswyi+Z4ylT+DtkBjIdIRKZJK8qI74RlgjKukt2sp4W1UvPOUov3QpnWvngJFXaIztzEL8vKiC2TCcq4SnbS2mttYS3ZRFw+SS11btgT3X0XAMA4qDVEKcu2i+dUdbVcJxzb1KyxjCxZkF26jQ+2LBK8ZuOwC5w1RGiLtos1U2+2psoSs5OkrVoqs9c0cyuahzT1PACwX5zK1HaLs7Mw16pP7AoRVXCzxwmnr4Vcfn8Ck+zy/ZtX14SfP3zg2ZSR8FMktd2SM8J1xWk6ldFw38x9XGDCbWghV14+ya5oPilYKiR89266DLoVtV9XBoDrqd+zU4tkP3eQIF4xkyxYLb/EWKAujbhNdgWu3G3dc/uvo8ODMYuoMxZ0IVVWs2C17HZaiU6/Im6UXY7NN0PyTb9DpfYEGQBcT60vTXJR2y3MjiYPLl15FG+tekbqX6fnT2Z9bSY7SaXPkypc0ByESS7qjOSuWGC6TFlcSjQkxcKaHhVVmHhtLTvZr3neuKHtah0UAK6n1pdmuTgl+TBDalzF4uXKdc2II6PqyZhXy27Vp4JeKcV2YzDLRT+pXZ24aRNnkcXLles37cSRUfVkzOtl5/4uo58p39B2tQ4KANdT60vBIos37qTClS8KZ/06Zqq1yZyby87txuVGsAMiiyzduBM/uVnU4gRu/Tpm6ilZ6iM7t5+XG7VS66AAl0l+pXwm+jXyW7Dffx3zR8trfSkShNquOjfyYlrSUz53m/jZClMFiZFW9ZUVT62XNx7R8KTMYITf3j8UsUX0amDNdr7Nsm/SudvEGytMHSnb8JtYUOeC7JZNGzHNGgG24cuXQi8vdZkFOshOtjlR+W3z3VN72CuRi14J9HJJ8FO7BTsp1TnVZMCkToXqt1B8mMD/yTJNrWW9yo5l7F127+3cyVg5k04gOzc3qjjFT+1WdCMGK+smAyZ1ugUvpPyiqDVakl3DI5/IDjZmVXYLw8X2svukI9OL8F6jT+uuHYRULmKtmlSkdH1uNc/XAlI0BdEWXueWki/estjM/V2QnQSJyMIDLxHZursD2RmpXNRFFano9cHliZ0wz9cC87XN6YvAHN/nlpIvFqRs2f1dkp2UJ1so5VqsC3Anu5CdGC5k1IFrXvp0KefFBk8jE0SYecXovGp12qSrpXmC/uIVP7+GKVoiyLl4SXbSINr+3DyeiIbUu0dOXovWOYXsnKNK2+mUaXVqpZJM9BP9MEG84sf0Jw2CvubiJdmlzeek8e++JlsCuJ9V2X2qX1LcWnaityThp5CpvqmIiw2eRj4bEmNUrCaF6yZxH9QLDWTaNjcPmpJGPwd9adJp29Le2izJTt0479cch/Xi7ewfZGeRIVKJreKRskpphHuWMzSQrHNz8Zg5SBq9kVRThbSZVCXtrc2i7NSnUUqL491KdXgntfsMXZB/qVsEu2NVdgtsLbsiX7iOeSDZeZPkXlN5XTCJrKZfZaI/uupahxSa0H6MVQojC0YVc/ZF2bkNuNYu8GWawnJoMl84AMjOogk1SX6RUOV1Ydakkvyo32RS/I6qetCVOxlFyooq5uzZ/gTZuf0KzS2Jxv6XXjXaznWPexpzXXbuIbxP79+/7HXQOjY7kN3a+DSI7Gp9qZSds0pmO53vFe0ynHgmkvVVZg4tjevCGnPZsuzcTnjiOWTIcWkHdwSys2jGWcVioybAHHXXTKIdZyRFS+O6sMZclu1PJLu4edgXpz7P4hee3UKtg8a4m77Vy1iKPkjQOM6syC69sby4MejGLmS3vOLAstuUDx8+CzLRsuUZLa9+faWtYEuXkPmbNreliety7IKTy25T3r37KMhEy5ZntLz6bV62gi1dpNr8jS+1pY241EG9iGwhR84p4U7Zmep0ZucjdPdw2mX34j4Hp1FS70p1OZHdXJoQUsSsjU/5rhR5i32tbNlvtue5dakvwaNYOJmKM6DerH6CLpzNMA6XOqhX0cIQ4erulJ17ynzK//Lit8cp9VhWZRcdDv+vG/+xgKg4+ldKJLupNLR771tkpcbCWTY1F3z9S5a3aFDb8rznC1vZhEt9CR5FVXbziRLOgNBMziq7RzyfKeFfbdpsOu1uvHABO6D2Te0xcoboUbalFKnTEygfteosJNHkSQKvu7ac9yH/UHvEZkagooCa7KTMT98+SVEolnFCV5cj90nOiWk0kCPrSuXv1FBl98mliEuNssSh/56WE0L+64+W7IPf2tQ+b1Ddsq6lsX6Cr9tw9bCHveACcrgtCkxnhY5oviSSnZ4fIXJnStrsxZ11L6EdHA8V2tIAoVJqFpM0tCimltr9G6ot6V3IZh6wlSHw40CCHFl7d+YgFMl7FxbCZwR0RJgW4tKppcjufVgrOx/0VKpcPFLCdnW9qU2UIW5Q3XJoIGeXRXBY5MBbNBOdFSGcmgWzhVMmWkOaRfX1cxTGR2UnBzseTCZWqipUZacDnIUxOnHoD7KbaZJdNA64N8+Wwpjgj6dfkpPD/VXmWEwYUgRrGe4fOTJDe1/cGEkOVAhDcdygtmXZL/fXkWeHw5Ecb0d2ltqpZ82ikSDuCVGz8K0FZWo4Cs5o8p9wqkzowKbnQTwQreBa58hZVoyySrVwa5DdjFqmxN6dKYhuxwlzffIuzmdKUhoyRIc7TedwXxPmSKd4SbKAuwXoiBvUtlzZFhyY0kjJWTFX+7/RQJCcKPOCnJA+UJJMMBIN9+xkRJGjXfjHnyJS03bskxNmQnJY9ASQ3YwcnAr27kxB+nbJieEWM4+Y7NLSyUrTOo76P5Hdzx64rUc3VNMtz4QMUYPqlrOdhINTnFvFWepPSG0mbUNdeqZNWeIWMmwUQyGMwaUnyLzs5L/5aGHnSBgTLyANLYqoFj4KZDdT+beMHF97dyzIBxArzvq+jSpp6bSqnEbur2ft2Ls53nx0Fg5U2KOoQX3L5fnbgV8Vi+GZ5OdqeZb6RWkmTcOpka03rZV0j3A9AQajTXZy2PNDbKpAdkegRXb57MiKszfRWqWl0xiSplg/9vEglGbz37ajzBmiBktblnS9v5/nUl+CR5FJKz8r5no5KZJ/BmXneJBdtDayG5ZLHdRkJ2dHevpMY1FFdm4sqjxkkJ1/SmXtZdY+FezqFp7l86Nj+djDouxcMosdCwk8Fz+snKfTxeVPp7psceV68224RXb2rEn2JtoXoahbIuYU8WZqJ0SE7MDUOt6Gf4xlwgqjBlJoG3VMNXoCK0vnyBZc6kvwKORoW2QUZ6mv1zMiPiH0ClaEjXHSzP3xILthudRBTXZqhmSsk7PEnT7T34loLErPCSmwKGLKvsLURP56KsPVXBff6JkIOxQqwwoOX25bsmExJKolmLAPwStut+SvKxfq6cIzGOkrl2X5b3j3psrQvNj2hmQ7o8h+2xYtuFZ2Ka7yKtnJBqYNRtuQ3ZpPgGnIShrY9gJW7v7F4gqS/d2SS30JHkU4M4ziLPX1cjLJ/1zoyMaFqVsk2ZDdsLQ9oCLIkXd/PXFxfBr5s8VGlaRGFi2KkJPu0tjjt6QN9R9d+icbdCdD1CunHUorfemM3wW/Jdv1ebfqCQy3W1Ot1skfX1NPt7yrsujTJVty7aeSC2/UPUxHM0L2xTZoQS47K872y1rV9/Y62YUNRtnid03eYYuSBrUtz+g/NlYb3AH37PaCnLwWGdlBn84c+SNN4zMqPceNJBuyOyx+yBZkkIhOBBl75yA6jdzY7JedB6KqeY0EXWH93HE7oGek5XKb8KHHbchyFJWuwFe6SZhVvrwXXJXDF7otuR3Sn8v2ZUsJPLrpab+0Ur9WZH6VlXTRrubJdEV9lW7BO86XWnMtid7NjZk2EyE7Y9uzQHbYLRpTfbaqTcfqn5S8X3bJaBT2KHpvLn5GM/7EFRwTOTktMooHVPw5oM3mXicsfBt5kg3ZHRY3ZDvi0bZeKqfU8pIsWJQgxZJrZXzSTcn5GE4wWYhPyXQxq3SusdhXRieqVCbbtS0lZelrqGw6aq2jqJTYUi1dsnq6N7pi1Ninjsdl3RMLtyd5Xzxh16cgfS3y8txi9o9he4X1EeFa2U2tw5aTrclbYlG0axfHomyH4YDIyWuRIWerRY7w5In8RxrPZ0T9nExKkd1h0SF7jqZzQodiC92gbPgROiCDURhXlsZqHcQVfQAkXnlCdyBNq5sJ51uykWwf8h1Kl2XNZINuS+ltuVqCedN5pSTUF2ML9XR5Mgvd25PMSfTdlga2pMSb3ppKatm47c4UJFOi+cWHdsp0NNLSiTXZFV9UGqUI/y6PM+gVSQujf7jXtxwhDSyCo1Ic4/SskM7lA/9XKqczuz7tT7Ihu8OiQ7aFMrZYGGliGvOUOHZklRZl2H0so3jmUXYgTysn55xLpWChJy7QfBZ6ZM1QEL0KR2VL1U1PJeH9mHCvxOJauoy4XhsnL0SXk9XjV701xStxm7OtT0EoEfQ+ol+Kx4cX2We/lJrR4hXZxW+sJ8oQQnlTLZI1ZB2L461VtxylZrA6PuHMmIhOnOh0t0JpPp0nyVk4/fsrycb5MyyXniCTk2Q6tvMpEc4NPQ/ms0OaRsOMIg3n02RlqH5x989m0n/ia1WWVsazeaekNmkeV5Y7NH+fqzIP14ZuKT2PKwmkyNrEL87QormsTJcTcrnXkWbT1dON5y02pLKn8lrmrm5B9IZ9Chddo7PhRb/o2S9EpfpSfNMV2bl/80RHPl4/JIj2Sm+vzBlCg/qWow2HDJvDAyp7QQ6yRTPyb6DpuId/Dk3NwjkTneNyRlphkg3ZDcsVstMTwcWxJWQEDudQMYxEtZeG6hd9aEQaKbHutCxPG87NeGQzZIVw4q6dl/n+lluqvCLZoL2O+J2ZkBXmV1nb8ZSQy7096QvR1dP8lb3ZispLkZ2zrYXNyh7oodGHa6Kf+NGXoVeg3+vgMN8R01I3S4+ef1yTnX/z3MVs/6uG8duhG/7knhPSd113wQ1EIUNoUN2ypnZFmjl9nzfkUl+CRyGngEUBOQf8WRGdAXMzdw67SM8kPY/iMyXJhuyG5VIH1cHFQndG+D/hcM8niYbFMCJrh9ry/KvgxrmwlktRrjiXRRuYmfejtmbEPBQa5ZYqryisla+u2DvkqO54StRCwrQPxak8tQ1uRL5xQbZvW4s26w+Of1tC8XwhWgrC4x/h8vT8Jq7Lzr3CmfSlqrf8ytMu6EKUITSobjkUZYm35FJfgkchJ69FEdOZE52EoZmeIP7MmJuFMyXJhuyG5VIHlUMfjq2cEDJ8xKdBtCAt57FlIlpbGlp0CT3bQqZkByZkR3xhsi/GtKXaDsXMp7dRbKmaYG5VfUFRYXXHU6LWRTbpr9nG8/19CsUXvDj8t8jYwoz7UueyeA3/VWDFjduY+rZSalv2RT3fwUt9CZ5L6/nY/0yBp3Dp15XTIVuH5KLEzgot10tQMbOUKqP5MjqpmU81SVuedvM+aMucaUvpjpa0yK5MMEuo+oIkp0XLm7fdFKIURbadyg6WQXYAA5MO2bIkQ248LMtSkF2NacSW0KLLaCoLNV6XXQ23xtxogWfIzl1ti7Hyquyy1ZEdAEAvsiHbjdXxkBsWpWWNW2QXN5a05RA/75XbRIlbo2qbiMfLLrpzNGE1ZTZkBwDwOLIhWxbTUVkWg+xKNQSK0XyNkFXTlkP8vK21rBd26EbZSeGK7KLCcm3x15fkXkDUusiG7AAAHkc+ZH/KvulCBmlbrqohUIzma0TjejXtXL+W9cIOXZZd6RthblVzj+rMwsrmpTItiVoXLwTZAQBsx6Wb6peMIYO0jcDxQF9hvTYjaiw7MF0JDcz1IoDF3buwQ02yKxPMW6xtWlLEO57WFyvErYtNIbvhuPSwFwA8ke1kF4cVitF8jUhwsREmgoWktlThxPoOXZZdNcHqpqVy3tkiXVTnkR2YS4pKZDccl/oSADyRSx20NECKDNLTCLzetBjNhfSLkQPxHEiyFlKJ6mtpJyo6eh9dhL0su0oCWWkqivfSo/s6706RLk+mykZ2B+JSXwKAJ3Kpg5YGSJFBehqBdfDORuOXsG4xmvsVcpkoWm6hCSRNG9dH8pmYHwGp7FCc+bLs4lfniTddpNevQQ7VFdmFbSuf9MuULS7fHsmO7MbiUl8CgCdy6ctrr5Cd81I2+gcTFaO5oG5In3dRVCJhm5I0G+VTyWgKCz1R62KHpC7NbKGj8lJzn+lyWEd3P6qVSq23pTJdluvTF/0kgi0guwOA7AAGpmKAhGQEz0b/ZLEYzRW1kf961oCWRRLSHUiG+VQ464vpDlWaxq+t9lJXE7jaadl/uZ4U2HKZTgqilfWbjGUVW0J2AADPpGaAmEIGs7tkzbhOFiyKcWvo14xNy26tWChuB2Sctxlg8YX43ji2j+5T24WObM28zlV+eS/4BtWXGiXwsQ8Nl+GTptBAmsl/rapM51RpqaRSMsnqfhHZAQA8laoBIvwYP+NGf/21Ff/XShVZtCjFaUKRlWytZEj3O+BqpgbZDnlhTpWZECxlZYcEW8NWqb9Uv38LCeKv/3K7LX99RS2d21FVo66kdfLX1yA7AICnUjdAQAbpZAT25nGk3y8uBRbleJ1M5N9KbjsQvmkrdaEjGCe/JpruULFm8oNCCy81bLm2af0ZAK2x7Uro/gqVdPmLkEVXLkiZRQayAwDYjksPqFyP/ZBGzRuL+HWqawVn+LT18d62Wa28ZYcSXvyvyjQkULNaWKf1V0ZgQH5SLAaAnbH7J8gW5lv7RGSXX+iE07D7vgRwZnbfQYeS3VA7Cxuz+74EcGZ230GH8scXbqudmN33JYAzs/09u40ZSXafuIp5ZpAdANzOQLLTx1OY2J0XHlDZKf/33VgigJ4MIzv3uQLu2AHsDTPWHVgigJ6MIbsX/x0quA5gd5ix7sASAfRk37KLPrIucA0TYH+Yse7AEsHQ7P7XlYeR3cLH3eE0cM9up5ix7sASwdDs/gmyl6UvTdkH+iXQwvxN1nBedt+XzooZ6w4sEQwNHRRgG+hLO8WMdQeWCIaGDgqwDfSlnWLGugNLBENDBwXYBvrSTjFj3YElAgCA/T/sdVbMWHdgiQAAAPaKGesOLBEAAMBeMWPdgSUCAADYK2asO7BEMDTcZwCAQ2PGugNLBEPDE2QA20Bf2ilmrDuwRDA0dFCAbaAv7RQz1h1YIhgaOijANtCXdooZ6w4sEQwNHRRgG+hLO8WMdQeWCIaGb2oH2AYe9topZqw7sEQAAAB7xYx1B5YIAABgr5ix7sASAQAA7BUz1h1YIhga7tkBwKExY92BJYKh4QkygG34VbEYdoQZ6w4sEQwNsgPYBvrSTjFj3YElgqGhgwJsA31pp5ix7sASwdDQQQG2gb60U8xYd2CJYGjcAyraSd2nYTVwdx1+nYJ/16I50EdZXGv3TIsGrCYBq2nRHJx1Ne7Z7RQz1h1YIhiftM9qwDAmsJoErKZFc3BpNdghZqw7sEQwPmWfZRgTWE0CVtOiObi0GuwQM9YdWCIYn7LPMowJrCYBq2nRHFxaDXaIGesOLBGMT9lnGcYEVpOA1bRoDi6tBjvEjHUHlggAAGCvmLHuwBIBAADsFTPWHVgiAACAvWLGugNLBAAAsFfMWHdgiQAAAPaKGesOLBEAAMBeMWPdgSUCAADYK2asO7BEAAAAe8WMdQeWCAAAYK+Yse7AEgEAAOwVM9YdWCIAAIC9Ysa6A0sEAACwV8xYd2CJAAAA9ooZ6w4sEQAAwF4xY92BJQIAANgrZqw7sEQAAAB7xYx1B5YIAABgr5ix7sASAQAA7BUz1h1YIgAAgL1ixroDSwQAALBXzFh3YIkAAAD2ihnrDiwRAADAXjFj3YElAgAA2CtmrDuwRAAAAHvFjHUHlggAAGCvmLHuwBIBAADsFTPWHVgiAACAvWLGugNLBAAAsFfMWHdgiWBIfvjh/wdll55LrlzKzgAAAABJRU5ErkJggg==)
124
 
125
+ | Model Type | Parameters | n_audio_ctx | n_audio_state | n_audio_head | n_audio_layer | n_text_ctx | n_text_state | n_text_head | n_text_layer | n_mels | n_vocab |
126
+ |---------------------------|------------|-------------|---------------|--------------|---------------|------------|--------------|-------------|--------------|--------|---------|
127
+ | whisper_tiny | 39 M | 1500 | 384 | 6 | 4 | 224 | 384 | 6 | 4 | 80 | 51864 |
128
+ | whisper_tiny.en | 39 M | 1500 | 384 | 6 | 4 | 224 | 384 | 6 | 4 | 80 | 51864 |
129
+ | whisper_base | 74 M | 1500 | 512 | 8 | 6 | 224 | 512 | 8 | 6 | 80 | 51864 |
130
+ | whisper_base.en | 74 M | 1500 | 512 | 8 | 6 | 224 | 512 | 8 | 6 | 80 | 51864 |
131
+ | **whisper_small** | 244 M | 1500 | 768 | 12 | 12 | 224 | 768 | 12 | 12 | 80 | 51864 |
132
+ | whisper_small.en | 244 M | 1500 | 768 | 12 | 12 | 224 | 768 | 12 | 12 | 80 | 51864 |
133
+ | whisper_medium | 769 M | 1500 | 1024 | 16 | 24 | 224 | 1024 | 16 | 16 | 80 | 51864 |
134
+ | whisper_medium.en | 769 M | 1500 | 1024 | 16 | 24 | 224 | 1024 | 16 | 16 | 80 | 51864 |
135
+ | whisper_large_v1 | 1550 M | 1500 | 1280 | 20 | 32 | 224 | 1280 | 20 | 20 | 80 | 51864 |
136
+ | whisper_large_v2 | 1550 M | 1500 | 1280 | 20 | 32 | 224 | 1280 | 20 | 20 | 80 | 51864 |
137
+ | whisper_large_v3 | 1550 M | 1500 | 1280 | 20 | 32 | 224 | 1280 | 20 | 20 | 80 | 51864 |