├── .gitignore ├── LICENSE.md ├── README.md ├── images ├── 1-script-paths.png ├── 2-model-prompt.png ├── 3-menu-options.png ├── 4-notification.png └── 5-log-message.png └── sd-to-coreml.sh /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | .DS_Store 3 | -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- 1 | ### GNU GENERAL PUBLIC LICENSE 2 | 3 | Version 3, 29 June 2007 4 | 5 | Copyright © 2007 Free Software Foundation, Inc. 6 | 7 | 8 | Everyone is permitted to copy and distribute verbatim copies of this 9 | license document, but changing it is not allowed. 10 | 11 | ### Preamble 12 | 13 | The GNU General Public License is a free, copyleft license for 14 | software and other kinds of works. 15 | 16 | The licenses for most software and other practical works are designed 17 | to take away your freedom to share and change the works. By contrast, 18 | the GNU General Public License is intended to guarantee your freedom 19 | to share and change all versions of a program--to make sure it remains 20 | free software for all its users. We, the Free Software Foundation, use 21 | the GNU General Public License for most of our software; it applies 22 | also to any other work released this way by its authors. You can apply 23 | it to your programs, too. 24 | 25 | When we speak of free software, we are referring to freedom, not 26 | price. Our General Public Licenses are designed to make sure that you 27 | have the freedom to distribute copies of free software (and charge for 28 | them if you wish), that you receive source code or can get it if you 29 | want it, that you can change the software or use pieces of it in new 30 | free programs, and that you know you can do these things. 31 | 32 | To protect your rights, we need to prevent others from denying you 33 | these rights or asking you to surrender the rights. Therefore, you 34 | have certain responsibilities if you distribute copies of the 35 | software, or if you modify it: responsibilities to respect the freedom 36 | of others. 37 | 38 | For example, if you distribute copies of such a program, whether 39 | gratis or for a fee, you must pass on to the recipients the same 40 | freedoms that you received. You must make sure that they, too, receive 41 | or can get the source code. And you must show them these terms so they 42 | know their rights. 43 | 44 | Developers that use the GNU GPL protect your rights with two steps: 45 | (1) assert copyright on the software, and (2) offer you this License 46 | giving you legal permission to copy, distribute and/or modify it. 47 | 48 | For the developers' and authors' protection, the GPL clearly explains 49 | that there is no warranty for this free software. For both users' and 50 | authors' sake, the GPL requires that modified versions be marked as 51 | changed, so that their problems will not be attributed erroneously to 52 | authors of previous versions. 53 | 54 | Some devices are designed to deny users access to install or run 55 | modified versions of the software inside them, although the 56 | manufacturer can do so. This is fundamentally incompatible with the 57 | aim of protecting users' freedom to change the software. The 58 | systematic pattern of such abuse occurs in the area of products for 59 | individuals to use, which is precisely where it is most unacceptable. 60 | Therefore, we have designed this version of the GPL to prohibit the 61 | practice for those products. If such problems arise substantially in 62 | other domains, we stand ready to extend this provision to those 63 | domains in future versions of the GPL, as needed to protect the 64 | freedom of users. 65 | 66 | Finally, every program is threatened constantly by software patents. 67 | States should not allow patents to restrict development and use of 68 | software on general-purpose computers, but in those that do, we wish 69 | to avoid the special danger that patents applied to a free program 70 | could make it effectively proprietary. To prevent this, the GPL 71 | assures that patents cannot be used to render the program non-free. 72 | 73 | The precise terms and conditions for copying, distribution and 74 | modification follow. 75 | 76 | ### TERMS AND CONDITIONS 77 | 78 | #### 0. Definitions. 79 | 80 | "This License" refers to version 3 of the GNU General Public License. 81 | 82 | "Copyright" also means copyright-like laws that apply to other kinds 83 | of works, such as semiconductor masks. 84 | 85 | "The Program" refers to any copyrightable work licensed under this 86 | License. Each licensee is addressed as "you". "Licensees" and 87 | "recipients" may be individuals or organizations. 88 | 89 | To "modify" a work means to copy from or adapt all or part of the work 90 | in a fashion requiring copyright permission, other than the making of 91 | an exact copy. The resulting work is called a "modified version" of 92 | the earlier work or a work "based on" the earlier work. 93 | 94 | A "covered work" means either the unmodified Program or a work based 95 | on the Program. 96 | 97 | To "propagate" a work means to do anything with it that, without 98 | permission, would make you directly or secondarily liable for 99 | infringement under applicable copyright law, except executing it on a 100 | computer or modifying a private copy. Propagation includes copying, 101 | distribution (with or without modification), making available to the 102 | public, and in some countries other activities as well. 103 | 104 | To "convey" a work means any kind of propagation that enables other 105 | parties to make or receive copies. Mere interaction with a user 106 | through a computer network, with no transfer of a copy, is not 107 | conveying. 108 | 109 | An interactive user interface displays "Appropriate Legal Notices" to 110 | the extent that it includes a convenient and prominently visible 111 | feature that (1) displays an appropriate copyright notice, and (2) 112 | tells the user that there is no warranty for the work (except to the 113 | extent that warranties are provided), that licensees may convey the 114 | work under this License, and how to view a copy of this License. If 115 | the interface presents a list of user commands or options, such as a 116 | menu, a prominent item in the list meets this criterion. 117 | 118 | #### 1. Source Code. 119 | 120 | The "source code" for a work means the preferred form of the work for 121 | making modifications to it. "Object code" means any non-source form of 122 | a work. 123 | 124 | A "Standard Interface" means an interface that either is an official 125 | standard defined by a recognized standards body, or, in the case of 126 | interfaces specified for a particular programming language, one that 127 | is widely used among developers working in that language. 128 | 129 | The "System Libraries" of an executable work include anything, other 130 | than the work as a whole, that (a) is included in the normal form of 131 | packaging a Major Component, but which is not part of that Major 132 | Component, and (b) serves only to enable use of the work with that 133 | Major Component, or to implement a Standard Interface for which an 134 | implementation is available to the public in source code form. A 135 | "Major Component", in this context, means a major essential component 136 | (kernel, window system, and so on) of the specific operating system 137 | (if any) on which the executable work runs, or a compiler used to 138 | produce the work, or an object code interpreter used to run it. 139 | 140 | The "Corresponding Source" for a work in object code form means all 141 | the source code needed to generate, install, and (for an executable 142 | work) run the object code and to modify the work, including scripts to 143 | control those activities. However, it does not include the work's 144 | System Libraries, or general-purpose tools or generally available free 145 | programs which are used unmodified in performing those activities but 146 | which are not part of the work. For example, Corresponding Source 147 | includes interface definition files associated with source files for 148 | the work, and the source code for shared libraries and dynamically 149 | linked subprograms that the work is specifically designed to require, 150 | such as by intimate data communication or control flow between those 151 | subprograms and other parts of the work. 152 | 153 | The Corresponding Source need not include anything that users can 154 | regenerate automatically from other parts of the Corresponding Source. 155 | 156 | The Corresponding Source for a work in source code form is that same 157 | work. 158 | 159 | #### 2. Basic Permissions. 160 | 161 | All rights granted under this License are granted for the term of 162 | copyright on the Program, and are irrevocable provided the stated 163 | conditions are met. This License explicitly affirms your unlimited 164 | permission to run the unmodified Program. The output from running a 165 | covered work is covered by this License only if the output, given its 166 | content, constitutes a covered work. This License acknowledges your 167 | rights of fair use or other equivalent, as provided by copyright law. 168 | 169 | You may make, run and propagate covered works that you do not convey, 170 | without conditions so long as your license otherwise remains in force. 171 | You may convey covered works to others for the sole purpose of having 172 | them make modifications exclusively for you, or provide you with 173 | facilities for running those works, provided that you comply with the 174 | terms of this License in conveying all material for which you do not 175 | control copyright. Those thus making or running the covered works for 176 | you must do so exclusively on your behalf, under your direction and 177 | control, on terms that prohibit them from making any copies of your 178 | copyrighted material outside their relationship with you. 179 | 180 | Conveying under any other circumstances is permitted solely under the 181 | conditions stated below. Sublicensing is not allowed; section 10 makes 182 | it unnecessary. 183 | 184 | #### 3. Protecting Users' Legal Rights From Anti-Circumvention Law. 185 | 186 | No covered work shall be deemed part of an effective technological 187 | measure under any applicable law fulfilling obligations under article 188 | 11 of the WIPO copyright treaty adopted on 20 December 1996, or 189 | similar laws prohibiting or restricting circumvention of such 190 | measures. 191 | 192 | When you convey a covered work, you waive any legal power to forbid 193 | circumvention of technological measures to the extent such 194 | circumvention is effected by exercising rights under this License with 195 | respect to the covered work, and you disclaim any intention to limit 196 | operation or modification of the work as a means of enforcing, against 197 | the work's users, your or third parties' legal rights to forbid 198 | circumvention of technological measures. 199 | 200 | #### 4. Conveying Verbatim Copies. 201 | 202 | You may convey verbatim copies of the Program's source code as you 203 | receive it, in any medium, provided that you conspicuously and 204 | appropriately publish on each copy an appropriate copyright notice; 205 | keep intact all notices stating that this License and any 206 | non-permissive terms added in accord with section 7 apply to the code; 207 | keep intact all notices of the absence of any warranty; and give all 208 | recipients a copy of this License along with the Program. 209 | 210 | You may charge any price or no price for each copy that you convey, 211 | and you may offer support or warranty protection for a fee. 212 | 213 | #### 5. Conveying Modified Source Versions. 214 | 215 | You may convey a work based on the Program, or the modifications to 216 | produce it from the Program, in the form of source code under the 217 | terms of section 4, provided that you also meet all of these 218 | conditions: 219 | 220 | - a) The work must carry prominent notices stating that you modified 221 | it, and giving a relevant date. 222 | - b) The work must carry prominent notices stating that it is 223 | released under this License and any conditions added under 224 | section 7. This requirement modifies the requirement in section 4 225 | to "keep intact all notices". 226 | - c) You must license the entire work, as a whole, under this 227 | License to anyone who comes into possession of a copy. This 228 | License will therefore apply, along with any applicable section 7 229 | additional terms, to the whole of the work, and all its parts, 230 | regardless of how they are packaged. This License gives no 231 | permission to license the work in any other way, but it does not 232 | invalidate such permission if you have separately received it. 233 | - d) If the work has interactive user interfaces, each must display 234 | Appropriate Legal Notices; however, if the Program has interactive 235 | interfaces that do not display Appropriate Legal Notices, your 236 | work need not make them do so. 237 | 238 | A compilation of a covered work with other separate and independent 239 | works, which are not by their nature extensions of the covered work, 240 | and which are not combined with it such as to form a larger program, 241 | in or on a volume of a storage or distribution medium, is called an 242 | "aggregate" if the compilation and its resulting copyright are not 243 | used to limit the access or legal rights of the compilation's users 244 | beyond what the individual works permit. Inclusion of a covered work 245 | in an aggregate does not cause this License to apply to the other 246 | parts of the aggregate. 247 | 248 | #### 6. Conveying Non-Source Forms. 249 | 250 | You may convey a covered work in object code form under the terms of 251 | sections 4 and 5, provided that you also convey the machine-readable 252 | Corresponding Source under the terms of this License, in one of these 253 | ways: 254 | 255 | - a) Convey the object code in, or embodied in, a physical product 256 | (including a physical distribution medium), accompanied by the 257 | Corresponding Source fixed on a durable physical medium 258 | customarily used for software interchange. 259 | - b) Convey the object code in, or embodied in, a physical product 260 | (including a physical distribution medium), accompanied by a 261 | written offer, valid for at least three years and valid for as 262 | long as you offer spare parts or customer support for that product 263 | model, to give anyone who possesses the object code either (1) a 264 | copy of the Corresponding Source for all the software in the 265 | product that is covered by this License, on a durable physical 266 | medium customarily used for software interchange, for a price no 267 | more than your reasonable cost of physically performing this 268 | conveying of source, or (2) access to copy the Corresponding 269 | Source from a network server at no charge. 270 | - c) Convey individual copies of the object code with a copy of the 271 | written offer to provide the Corresponding Source. This 272 | alternative is allowed only occasionally and noncommercially, and 273 | only if you received the object code with such an offer, in accord 274 | with subsection 6b. 275 | - d) Convey the object code by offering access from a designated 276 | place (gratis or for a charge), and offer equivalent access to the 277 | Corresponding Source in the same way through the same place at no 278 | further charge. You need not require recipients to copy the 279 | Corresponding Source along with the object code. If the place to 280 | copy the object code is a network server, the Corresponding Source 281 | may be on a different server (operated by you or a third party) 282 | that supports equivalent copying facilities, provided you maintain 283 | clear directions next to the object code saying where to find the 284 | Corresponding Source. Regardless of what server hosts the 285 | Corresponding Source, you remain obligated to ensure that it is 286 | available for as long as needed to satisfy these requirements. 287 | - e) Convey the object code using peer-to-peer transmission, 288 | provided you inform other peers where the object code and 289 | Corresponding Source of the work are being offered to the general 290 | public at no charge under subsection 6d. 291 | 292 | A separable portion of the object code, whose source code is excluded 293 | from the Corresponding Source as a System Library, need not be 294 | included in conveying the object code work. 295 | 296 | A "User Product" is either (1) a "consumer product", which means any 297 | tangible personal property which is normally used for personal, 298 | family, or household purposes, or (2) anything designed or sold for 299 | incorporation into a dwelling. In determining whether a product is a 300 | consumer product, doubtful cases shall be resolved in favor of 301 | coverage. For a particular product received by a particular user, 302 | "normally used" refers to a typical or common use of that class of 303 | product, regardless of the status of the particular user or of the way 304 | in which the particular user actually uses, or expects or is expected 305 | to use, the product. A product is a consumer product regardless of 306 | whether the product has substantial commercial, industrial or 307 | non-consumer uses, unless such uses represent the only significant 308 | mode of use of the product. 309 | 310 | "Installation Information" for a User Product means any methods, 311 | procedures, authorization keys, or other information required to 312 | install and execute modified versions of a covered work in that User 313 | Product from a modified version of its Corresponding Source. The 314 | information must suffice to ensure that the continued functioning of 315 | the modified object code is in no case prevented or interfered with 316 | solely because modification has been made. 317 | 318 | If you convey an object code work under this section in, or with, or 319 | specifically for use in, a User Product, and the conveying occurs as 320 | part of a transaction in which the right of possession and use of the 321 | User Product is transferred to the recipient in perpetuity or for a 322 | fixed term (regardless of how the transaction is characterized), the 323 | Corresponding Source conveyed under this section must be accompanied 324 | by the Installation Information. But this requirement does not apply 325 | if neither you nor any third party retains the ability to install 326 | modified object code on the User Product (for example, the work has 327 | been installed in ROM). 328 | 329 | The requirement to provide Installation Information does not include a 330 | requirement to continue to provide support service, warranty, or 331 | updates for a work that has been modified or installed by the 332 | recipient, or for the User Product in which it has been modified or 333 | installed. Access to a network may be denied when the modification 334 | itself materially and adversely affects the operation of the network 335 | or violates the rules and protocols for communication across the 336 | network. 337 | 338 | Corresponding Source conveyed, and Installation Information provided, 339 | in accord with this section must be in a format that is publicly 340 | documented (and with an implementation available to the public in 341 | source code form), and must require no special password or key for 342 | unpacking, reading or copying. 343 | 344 | #### 7. Additional Terms. 345 | 346 | "Additional permissions" are terms that supplement the terms of this 347 | License by making exceptions from one or more of its conditions. 348 | Additional permissions that are applicable to the entire Program shall 349 | be treated as though they were included in this License, to the extent 350 | that they are valid under applicable law. If additional permissions 351 | apply only to part of the Program, that part may be used separately 352 | under those permissions, but the entire Program remains governed by 353 | this License without regard to the additional permissions. 354 | 355 | When you convey a copy of a covered work, you may at your option 356 | remove any additional permissions from that copy, or from any part of 357 | it. (Additional permissions may be written to require their own 358 | removal in certain cases when you modify the work.) You may place 359 | additional permissions on material, added by you to a covered work, 360 | for which you have or can give appropriate copyright permission. 361 | 362 | Notwithstanding any other provision of this License, for material you 363 | add to a covered work, you may (if authorized by the copyright holders 364 | of that material) supplement the terms of this License with terms: 365 | 366 | - a) Disclaiming warranty or limiting liability differently from the 367 | terms of sections 15 and 16 of this License; or 368 | - b) Requiring preservation of specified reasonable legal notices or 369 | author attributions in that material or in the Appropriate Legal 370 | Notices displayed by works containing it; or 371 | - c) Prohibiting misrepresentation of the origin of that material, 372 | or requiring that modified versions of such material be marked in 373 | reasonable ways as different from the original version; or 374 | - d) Limiting the use for publicity purposes of names of licensors 375 | or authors of the material; or 376 | - e) Declining to grant rights under trademark law for use of some 377 | trade names, trademarks, or service marks; or 378 | - f) Requiring indemnification of licensors and authors of that 379 | material by anyone who conveys the material (or modified versions 380 | of it) with contractual assumptions of liability to the recipient, 381 | for any liability that these contractual assumptions directly 382 | impose on those licensors and authors. 383 | 384 | All other non-permissive additional terms are considered "further 385 | restrictions" within the meaning of section 10. If the Program as you 386 | received it, or any part of it, contains a notice stating that it is 387 | governed by this License along with a term that is a further 388 | restriction, you may remove that term. If a license document contains 389 | a further restriction but permits relicensing or conveying under this 390 | License, you may add to a covered work material governed by the terms 391 | of that license document, provided that the further restriction does 392 | not survive such relicensing or conveying. 393 | 394 | If you add terms to a covered work in accord with this section, you 395 | must place, in the relevant source files, a statement of the 396 | additional terms that apply to those files, or a notice indicating 397 | where to find the applicable terms. 398 | 399 | Additional terms, permissive or non-permissive, may be stated in the 400 | form of a separately written license, or stated as exceptions; the 401 | above requirements apply either way. 402 | 403 | #### 8. Termination. 404 | 405 | You may not propagate or modify a covered work except as expressly 406 | provided under this License. Any attempt otherwise to propagate or 407 | modify it is void, and will automatically terminate your rights under 408 | this License (including any patent licenses granted under the third 409 | paragraph of section 11). 410 | 411 | However, if you cease all violation of this License, then your license 412 | from a particular copyright holder is reinstated (a) provisionally, 413 | unless and until the copyright holder explicitly and finally 414 | terminates your license, and (b) permanently, if the copyright holder 415 | fails to notify you of the violation by some reasonable means prior to 416 | 60 days after the cessation. 417 | 418 | Moreover, your license from a particular copyright holder is 419 | reinstated permanently if the copyright holder notifies you of the 420 | violation by some reasonable means, this is the first time you have 421 | received notice of violation of this License (for any work) from that 422 | copyright holder, and you cure the violation prior to 30 days after 423 | your receipt of the notice. 424 | 425 | Termination of your rights under this section does not terminate the 426 | licenses of parties who have received copies or rights from you under 427 | this License. If your rights have been terminated and not permanently 428 | reinstated, you do not qualify to receive new licenses for the same 429 | material under section 10. 430 | 431 | #### 9. Acceptance Not Required for Having Copies. 432 | 433 | You are not required to accept this License in order to receive or run 434 | a copy of the Program. Ancillary propagation of a covered work 435 | occurring solely as a consequence of using peer-to-peer transmission 436 | to receive a copy likewise does not require acceptance. However, 437 | nothing other than this License grants you permission to propagate or 438 | modify any covered work. These actions infringe copyright if you do 439 | not accept this License. Therefore, by modifying or propagating a 440 | covered work, you indicate your acceptance of this License to do so. 441 | 442 | #### 10. Automatic Licensing of Downstream Recipients. 443 | 444 | Each time you convey a covered work, the recipient automatically 445 | receives a license from the original licensors, to run, modify and 446 | propagate that work, subject to this License. You are not responsible 447 | for enforcing compliance by third parties with this License. 448 | 449 | An "entity transaction" is a transaction transferring control of an 450 | organization, or substantially all assets of one, or subdividing an 451 | organization, or merging organizations. If propagation of a covered 452 | work results from an entity transaction, each party to that 453 | transaction who receives a copy of the work also receives whatever 454 | licenses to the work the party's predecessor in interest had or could 455 | give under the previous paragraph, plus a right to possession of the 456 | Corresponding Source of the work from the predecessor in interest, if 457 | the predecessor has it or can get it with reasonable efforts. 458 | 459 | You may not impose any further restrictions on the exercise of the 460 | rights granted or affirmed under this License. For example, you may 461 | not impose a license fee, royalty, or other charge for exercise of 462 | rights granted under this License, and you may not initiate litigation 463 | (including a cross-claim or counterclaim in a lawsuit) alleging that 464 | any patent claim is infringed by making, using, selling, offering for 465 | sale, or importing the Program or any portion of it. 466 | 467 | #### 11. Patents. 468 | 469 | A "contributor" is a copyright holder who authorizes use under this 470 | License of the Program or a work on which the Program is based. The 471 | work thus licensed is called the contributor's "contributor version". 472 | 473 | A contributor's "essential patent claims" are all patent claims owned 474 | or controlled by the contributor, whether already acquired or 475 | hereafter acquired, that would be infringed by some manner, permitted 476 | by this License, of making, using, or selling its contributor version, 477 | but do not include claims that would be infringed only as a 478 | consequence of further modification of the contributor version. For 479 | purposes of this definition, "control" includes the right to grant 480 | patent sublicenses in a manner consistent with the requirements of 481 | this License. 482 | 483 | Each contributor grants you a non-exclusive, worldwide, royalty-free 484 | patent license under the contributor's essential patent claims, to 485 | make, use, sell, offer for sale, import and otherwise run, modify and 486 | propagate the contents of its contributor version. 487 | 488 | In the following three paragraphs, a "patent license" is any express 489 | agreement or commitment, however denominated, not to enforce a patent 490 | (such as an express permission to practice a patent or covenant not to 491 | sue for patent infringement). To "grant" such a patent license to a 492 | party means to make such an agreement or commitment not to enforce a 493 | patent against the party. 494 | 495 | If you convey a covered work, knowingly relying on a patent license, 496 | and the Corresponding Source of the work is not available for anyone 497 | to copy, free of charge and under the terms of this License, through a 498 | publicly available network server or other readily accessible means, 499 | then you must either (1) cause the Corresponding Source to be so 500 | available, or (2) arrange to deprive yourself of the benefit of the 501 | patent license for this particular work, or (3) arrange, in a manner 502 | consistent with the requirements of this License, to extend the patent 503 | license to downstream recipients. "Knowingly relying" means you have 504 | actual knowledge that, but for the patent license, your conveying the 505 | covered work in a country, or your recipient's use of the covered work 506 | in a country, would infringe one or more identifiable patents in that 507 | country that you have reason to believe are valid. 508 | 509 | If, pursuant to or in connection with a single transaction or 510 | arrangement, you convey, or propagate by procuring conveyance of, a 511 | covered work, and grant a patent license to some of the parties 512 | receiving the covered work authorizing them to use, propagate, modify 513 | or convey a specific copy of the covered work, then the patent license 514 | you grant is automatically extended to all recipients of the covered 515 | work and works based on it. 516 | 517 | A patent license is "discriminatory" if it does not include within the 518 | scope of its coverage, prohibits the exercise of, or is conditioned on 519 | the non-exercise of one or more of the rights that are specifically 520 | granted under this License. You may not convey a covered work if you 521 | are a party to an arrangement with a third party that is in the 522 | business of distributing software, under which you make payment to the 523 | third party based on the extent of your activity of conveying the 524 | work, and under which the third party grants, to any of the parties 525 | who would receive the covered work from you, a discriminatory patent 526 | license (a) in connection with copies of the covered work conveyed by 527 | you (or copies made from those copies), or (b) primarily for and in 528 | connection with specific products or compilations that contain the 529 | covered work, unless you entered into that arrangement, or that patent 530 | license was granted, prior to 28 March 2007. 531 | 532 | Nothing in this License shall be construed as excluding or limiting 533 | any implied license or other defenses to infringement that may 534 | otherwise be available to you under applicable patent law. 535 | 536 | #### 12. No Surrender of Others' Freedom. 537 | 538 | If conditions are imposed on you (whether by court order, agreement or 539 | otherwise) that contradict the conditions of this License, they do not 540 | excuse you from the conditions of this License. If you cannot convey a 541 | covered work so as to satisfy simultaneously your obligations under 542 | this License and any other pertinent obligations, then as a 543 | consequence you may not convey it at all. For example, if you agree to 544 | terms that obligate you to collect a royalty for further conveying 545 | from those to whom you convey the Program, the only way you could 546 | satisfy both those terms and this License would be to refrain entirely 547 | from conveying the Program. 548 | 549 | #### 13. Use with the GNU Affero General Public License. 550 | 551 | Notwithstanding any other provision of this License, you have 552 | permission to link or combine any covered work with a work licensed 553 | under version 3 of the GNU Affero General Public License into a single 554 | combined work, and to convey the resulting work. The terms of this 555 | License will continue to apply to the part which is the covered work, 556 | but the special requirements of the GNU Affero General Public License, 557 | section 13, concerning interaction through a network will apply to the 558 | combination as such. 559 | 560 | #### 14. Revised Versions of this License. 561 | 562 | The Free Software Foundation may publish revised and/or new versions 563 | of the GNU General Public License from time to time. Such new versions 564 | will be similar in spirit to the present version, but may differ in 565 | detail to address new problems or concerns. 566 | 567 | Each version is given a distinguishing version number. If the Program 568 | specifies that a certain numbered version of the GNU General Public 569 | License "or any later version" applies to it, you have the option of 570 | following the terms and conditions either of that numbered version or 571 | of any later version published by the Free Software Foundation. If the 572 | Program does not specify a version number of the GNU General Public 573 | License, you may choose any version ever published by the Free 574 | Software Foundation. 575 | 576 | If the Program specifies that a proxy can decide which future versions 577 | of the GNU General Public License can be used, that proxy's public 578 | statement of acceptance of a version permanently authorizes you to 579 | choose that version for the Program. 580 | 581 | Later license versions may give you additional or different 582 | permissions. However, no additional obligations are imposed on any 583 | author or copyright holder as a result of your choosing to follow a 584 | later version. 585 | 586 | #### 15. Disclaimer of Warranty. 587 | 588 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 589 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 590 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT 591 | WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT 592 | LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR 593 | A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND 594 | PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE 595 | DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR 596 | CORRECTION. 597 | 598 | #### 16. Limitation of Liability. 599 | 600 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 601 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR 602 | CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, 603 | INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES 604 | ARISING OUT OF THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT 605 | NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR 606 | LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM 607 | TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER 608 | PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. 609 | 610 | #### 17. Interpretation of Sections 15 and 16. 611 | 612 | If the disclaimer of warranty and limitation of liability provided 613 | above cannot be given local legal effect according to their terms, 614 | reviewing courts shall apply local law that most closely approximates 615 | an absolute waiver of all civil liability in connection with the 616 | Program, unless a warranty or assumption of liability accompanies a 617 | copy of the Program in return for a fee. 618 | 619 | END OF TERMS AND CONDITIONS 620 | 621 | ### How to Apply These Terms to Your New Programs 622 | 623 | If you develop a new program, and you want it to be of the greatest 624 | possible use to the public, the best way to achieve this is to make it 625 | free software which everyone can redistribute and change under these 626 | terms. 627 | 628 | To do so, attach the following notices to the program. It is safest to 629 | attach them to the start of each source file to most effectively state 630 | the exclusion of warranty; and each file should have at least the 631 | "copyright" line and a pointer to where the full notice is found. 632 | 633 | 634 | Copyright © 635 | 636 | This program is free software: you can redistribute it and/or modify 637 | it under the terms of the GNU General Public License as published by 638 | the Free Software Foundation, either version 3 of the License, or 639 | (at your option) any later version. 640 | 641 | This program is distributed in the hope that it will be useful, 642 | but WITHOUT ANY WARRANTY; without even the implied warranty of 643 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 644 | GNU General Public License for more details. 645 | 646 | You should have received a copy of the GNU General Public License 647 | along with this program. If not, see . 648 | 649 | Also add information on how to contact you by electronic and paper 650 | mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright © 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w`. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c` for details. 659 | 660 | The hypothetical commands `show w` and `show c` should show the 661 | appropriate parts of the General Public License. Of course, your 662 | program's commands might be different; for a GUI interface, you would 663 | use an "about box". 664 | 665 | You should also get your employer (if you work as a programmer) or 666 | school, if any, to sign a "copyright disclaimer" for the program, if 667 | necessary. For more information on this, and how to apply and follow 668 | the GNU GPL, see . 669 | 670 | The GNU General Public License does not permit incorporating your 671 | program into proprietary programs. If your program is a subroutine 672 | library, you may consider it more useful to permit linking proprietary 673 | applications with the library. If this is what you want to do, use the 674 | GNU Lesser General Public License instead of this License. But first, 675 | please read . 676 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |

SD to Core ML

2 | 3 |

The neatest script for converting Stable Diffusion 1.5 models to Core ML

4 | 5 |

Features • Usage • Prerequisites • Troubleshooting

6 | 7 | ## Features 8 | 9 | - ControlNet-ready 10 | - Works with both CKPT and SafeTensors files 11 | - Displays a log message and a system notification with status updates 12 | - If a conversion fails, it will attempt it every 30s until it's successful 13 | - Resume your conversions at any time by entering the same model name 14 | - Automatically deletes all unnecessary files once the conversion is done 15 | - When converting to `All`, asks whether to zip folders (useful for sharing purposes) 16 | - If zipped, asks whether to delete the model and its folders 17 | - Some easter eggs 👀 18 | 19 | ## Usage 20 | 21 | Before running: be sure to meet the [prerequisites](#prerequisites), place the script in the same folder as the model you want to convert, and open it with a code editor since there is two folder paths that need to be adjusted. You'll find both at the start of the script: 22 | 23 |

24 | 25 | When done, the script is ready to be used. 26 | 27 | You can run it by dragging it into the Terminal app and then pressing Enter, or set it to (always) open with the Terminal App: right-click on the file → "Get Info" → "Open with" → "Terminal". 28 | 29 | Once started, it will prompt you to specify your model's name: 30 | 31 |

32 | 33 | When set, the script will proceed to display all the possible conversion options: 34 | 35 | 1. CKPT → All 36 | 2. CKPT → Diffusers 37 | 3. SafeTensors → All 38 | 4. SafeTensors → Diffusers 39 | 5. Diffusers → ORIGINAL 40 | 6. Diffusers → ORIGINAL 512x768 41 | 7. Diffusers → ORIGINAL 768x512 42 | 8. Diffusers → SPLIT_EINSUM 43 | 9. Change model name 44 | 45 | The `CKPT → All` and `SafeTensors → All` options will convert your model to `Diffusers`, then `Diffusers` to `ORIGINAL`, `ORIGINAL 512x768`, `ORIGINAL 768x512`, and `SPLIT_EINSUM` — all in one go. 46 | 47 |

48 | 49 | All the steps will show a success or failure log message, including a visual and auditory system notification. In case you don't like the latter, you can change its behavior by going to "System Settings..." → "Notifications" → "Script Editor"; or by deleting all the lines in the script starting with `osascript`. 50 | 51 |
52 |

53 |

54 | 55 | ## Prerequisites 56 | 57 | The script assumes you have Homebrew, Wget, Xcode, and Miniconda (with the `ml-stable-diffusion` environment) already installed. If not, please proceed as follows: 58 | 59 | 1. Install Homebrew and remember to follow the instructions under "Next steps" 60 | 61 | ```bash 62 | /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)" 63 | ``` 64 | 65 | 1. Install Wget 66 | 67 | ```bash 68 | brew install wget 69 | ``` 70 | 71 | 1. Download and install [Xcode](https://developer.apple.com/download/all/?q=Xcode) 72 | 1. Download and Install [Miniconda](https://docs.conda.io/en/latest/miniconda.html) 73 | 1. Once done, run the commands below according to their display order 74 | 75 | ```bash 76 | git clone https://github.com/apple/ml-stable-diffusion.git 77 | ``` 78 | 79 | ```bash 80 | conda create -n coreml_stable_diffusion python=3.8 -y 81 | ``` 82 | 83 | ```bash 84 | conda activate coreml_stable_diffusion 85 | ``` 86 | 87 | ```bash 88 | cd ml-stable-diffusion 89 | ``` 90 | 91 | ```bash 92 | pip install -e . 93 | ``` 94 | 95 | ```bash 96 | pip install omegaconf 97 | ``` 98 | 99 | ```bash 100 | pip install safetensors 101 | ``` 102 | 103 | 1. Download [this Python script](https://github.com/huggingface/diffusers/raw/main/scripts/convert_original_stable_diffusion_to_diffusers.py) and place it in the same folder as the model 104 | 105 | ## Troubleshooting 106 | 107 | #### File 108 | 109 | - `sd-to-coreml.sh: permission denied`: type `chmod +x `, drag the script into the Terminal window, and then press Enter ⏎ 110 | 111 | #### Miniconda 112 | 113 | - `This package is incompatible with this version of macOS`: after the "Software Licence Agreement" step, click on "Change Install Location..." and select "Install for me only" 114 | 115 | #### Terminal errors 116 | 117 | - `xcrun: error: unable to find utility "coremlcompiler", not a developer tool or in PATH`: open Xcode and go to "Settings..." → "Locations" then click on the "Command Line Tools" drop-down menu and reselect the Command Line Tools version 118 | - `ModuleNotFoundError: No module named 'pytorch_lightning'`: while the conda `coreml_stable_diffusion` environment is active, run 119 | 120 | ```bash 121 | pip install pytorch_lightning 122 | ``` 123 | 124 | Every time you see a similar message, you can solve it by installing what is requested via `pip install ` 125 | 126 | - `zsh: killed python`: your Mac has run out of memory. Close some memory-hungry applications you may have open and do the process again. Still not working? Reboot. Still not working? Use `nice -n 10` before running the script. Still not working? Well, `SPLIT_EINSUM` conversions tend to be the more demanding, so while converting, I often close all the other apps and leave my MacBook melting alone 127 | 128 | #### Terminal warnings 129 | 130 | - If you get any of these 131 | 132 | ``` 133 | TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs! 134 | ``` 135 | 136 | ```bash 137 | WARNING:__main__:Casted the `beta`(value=0.0) argument of `baddbmm` op from int32 to float32 dtype for conversion! 138 | ``` 139 | 140 | ```bash 141 | WARNING:coremltools:Tuple detected at graph output. This will be flattened in the converted model. 142 | ``` 143 | 144 | ```bash 145 | WARNING:coremltools:Saving value type of int64 into a builtin type of int32, might lose precision! 146 | ``` 147 | 148 | You're fine 149 | -------------------------------------------------------------------------------- /images/1-script-paths.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zabriskije/SD-to-CoreML/5ffab4ea310d0b27d947ea7f0bc6878f505edfb0/images/1-script-paths.png -------------------------------------------------------------------------------- /images/2-model-prompt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zabriskije/SD-to-CoreML/5ffab4ea310d0b27d947ea7f0bc6878f505edfb0/images/2-model-prompt.png -------------------------------------------------------------------------------- /images/3-menu-options.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zabriskije/SD-to-CoreML/5ffab4ea310d0b27d947ea7f0bc6878f505edfb0/images/3-menu-options.png -------------------------------------------------------------------------------- /images/4-notification.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zabriskije/SD-to-CoreML/5ffab4ea310d0b27d947ea7f0bc6878f505edfb0/images/4-notification.png -------------------------------------------------------------------------------- /images/5-log-message.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zabriskije/SD-to-CoreML/5ffab4ea310d0b27d947ea7f0bc6878f505edfb0/images/5-log-message.png -------------------------------------------------------------------------------- /sd-to-coreml.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # If Miniconda has been installed in a different folder from your home one, change "YOUR-PATH-HERE" with your custom path. Otherwise, simply delete it 4 | source ~/YOUR-PATH-HERE/miniconda3/etc/profile.d/conda.sh 5 | conda activate coreml_stable_diffusion 6 | 7 | # Change "YOUR-PATH-HERE" with your Diffusers script and model's path 8 | cd ~/YOUR-PATH-HERE 9 | 10 | # For updates and troubleshooting: github.com/Zabriskije/SD-to-CoreML 11 | 12 | ####################################################### 13 | ## ## 14 | ## Variables ## 15 | ## ## 16 | ####################################################### 17 | 18 | B=$(printf %"$(tput cols)"s | tr " " "-") 19 | R='\033[0;31m' 20 | G='\033[0;32m' 21 | Y='\033[0;33m' 22 | N='\033[0m' 23 | 24 | ####################################################### 25 | ## ## 26 | ## Model prompt ## 27 | ## ## 28 | ####################################################### 29 | 30 | while true; do 31 | printf '\33c\e[3J' 32 | echo -e "${B}\nSD to Core ML script by ${R}φ Zabriskije${N}\n${B}\n" 33 | read -p "Enter model name: " mname 34 | 35 | ####################################################### 36 | ## ## 37 | ## Conversion menu ## 38 | ## ## 39 | ####################################################### 40 | 41 | PS3=$'\n'"Pick a number: " 42 | while true; do 43 | printf '\33c\e[3J' 44 | echo -e "${B}\nSD to Core ML script by ${R}φ Zabriskije${N}\n${B}\n\nModel: ${mname}\n" 45 | COLUMNS="0"; options=("CKPT → All" "CKPT → Diffusers" "SafeTensors → All" "SafeTensors → Diffusers" "Diffusers → ORIGINAL" "Diffusers → ORIGINAL 512x768" "Diffusers → ORIGINAL 768x512" "Diffusers → SPLIT_EINSUM" "Change model name") && 46 | select opt in "${options[@]}"; do 47 | case $opt in 48 | 49 | ####################################################### 50 | ## ## 51 | ## CKPT → All ## 52 | ## ## 53 | ####################################################### 54 | 55 | "CKPT → All") 56 | 57 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 58 | # CKPT → All (Diffusers) # 59 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 60 | 61 | echo -e "\n${G}[1/5] Converting ${mname} to Diffusers...${N}\n" 62 | 63 | SECONDS=0 64 | 65 | until 66 | python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path ${mname}.ckpt --device cpu --extract_ema --dump_path ${mname}_diffusers 67 | do 68 | osascript -e 'display notification "[1/5] Conversion to Diffusers failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 69 | echo -e "\n${R}[1/5] Conversion of ${mname} to Diffusers failed. Trying again in 30s...${N}\n" 70 | sleep 30 71 | done 72 | 73 | time=$SECONDS 74 | 75 | echo -e "\n${G}[1/5] Conversion of ${mname} to Diffusers completed in $(($time / 60))min and $(($time % 60))s${N}\n" 76 | 77 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 78 | # CKPT → All (ORIGINAL) # 79 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 80 | 81 | echo -e "${G}[2/5] Converting ${mname} to ORIGINAL...${N}\n" 82 | 83 | SECONDS=0 84 | 85 | until 86 | python -m python_coreml_stable_diffusion.torch2coreml --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original && python -m python_coreml_stable_diffusion.torch2coreml --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original 87 | do 88 | osascript -e 'display notification "[2/5] Conversion to ORIGINAL failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 89 | echo -e "\n${R}[2/5] Conversion of ${mname} to ORIGINAL failed. Trying again in 30s...${N}\n" 90 | sleep 30 91 | done 92 | 93 | mv ${mname}_original deleting... 94 | mv deleting.../Resources deleting.../${mname}_original 95 | mv deleting.../${mname}_original . 96 | rm -rf deleting... 97 | 98 | time=$SECONDS 99 | 100 | echo -e "\n${G}[2/5] Conversion of ${mname} to ORIGINAL completed in $(($time / 60))min and $(($time % 60))s${N}\n" 101 | 102 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 103 | # CKPT → All (ORIGINAL 512x768) # 104 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 105 | 106 | echo -e "${G}[3/5] Converting ${mname} to ORIGINAL 512x768...${N}\n" 107 | 108 | SECONDS=0 109 | 110 | until 111 | python -m python_coreml_stable_diffusion.torch2coreml --latent-w 64 --latent-h 96 --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_512x768 && python -m python_coreml_stable_diffusion.torch2coreml --latent-w 64 --latent-h 96 --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_512x768 112 | do 113 | osascript -e 'display notification "[3/5] Conversion to ORIGINAL 512x768 failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 114 | echo -e "\n${R}[3/5] Conversion of ${mname} to ORIGINAL 512x768 failed. Trying again in 30s...${N}\n" 115 | sleep 30 116 | done 117 | 118 | mv ${mname}_original_512x768 deleting... 119 | mv deleting.../Resources deleting.../${mname}_original_512x768 120 | mv deleting.../${mname}_original_512x768 . 121 | rm -rf deleting... 122 | 123 | time=$SECONDS 124 | 125 | echo -e "\n${G}[3/5] Conversion of ${mname} to ORIGINAL 512x768 completed in $(($time / 60))min and $(($time % 60))s${N}\n" 126 | 127 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 128 | # CKPT → All (ORIGINAL 768x512) # 129 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 130 | 131 | echo -e "${G}[4/5] Converting ${mname} to ORIGINAL 768x512...${N}\n" 132 | 133 | SECONDS=0 134 | 135 | until 136 | python -m python_coreml_stable_diffusion.torch2coreml --latent-w 96 --latent-h 64 --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_768x512 && python -m python_coreml_stable_diffusion.torch2coreml --latent-w 96 --latent-h 64 --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_768x512 137 | do 138 | osascript -e 'display notification "[4/5] Conversion to ORIGINAL 768x512 failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 139 | echo -e "\n${R}[4/5] Conversion of ${mname} to ${R}ORIGINAL 768x512${R} failed. Trying again in 30s...${N}\n" 140 | sleep 30 141 | done 142 | 143 | mv ${mname}_original_768x512 deleting... 144 | mv deleting.../Resources deleting.../${mname}_original_768x512 145 | mv deleting.../${mname}_original_768x512 . 146 | rm -rf deleting... 147 | 148 | time=$SECONDS 149 | 150 | echo -e "\n${G}[4/5] Conversion of ${mname} to ORIGINAL 768x512 completed in $(($time / 60))min and $(($time % 60))s${N}\n" 151 | 152 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 153 | # CKPT → All (SPLIT_EINSUM) # 154 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 155 | 156 | echo -e "${G}[5/5] Converting ${mname} to SPLIT_EINSUM...${N}\n" 157 | 158 | SECONDS=0 159 | 160 | until 161 | python -m python_coreml_stable_diffusion.torch2coreml --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation SPLIT_EINSUM -o ${mname}_split-einsum && python -m python_coreml_stable_diffusion.torch2coreml --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation SPLIT_EINSUM -o ${mname}_split-einsum 162 | do 163 | osascript -e 'display notification "[5/5] Conversion to SPLIT_EINSUM failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 164 | echo -e "\n${R}[5/5] Conversion of ${mname} to ${R}SPLIT_EINSUM${R} failed. Trying again in 30s...${N}\n" 165 | sleep 30 166 | done 167 | 168 | mv ${mname}_split-einsum deleting... 169 | mv deleting.../Resources deleting.../${mname}_split-einsum 170 | mv deleting.../${mname}_split-einsum . 171 | rm -rf deleting... 172 | 173 | time=$SECONDS 174 | 175 | echo -e "\n${G}[5/5] Conversion of ${mname} to SPLIT_EINSUM completed in $(($time / 60))min and $(($time % 60))s${N}\n" 176 | 177 | echo -e "${G}All conversions completed${N}\n" 178 | 179 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 180 | # CKPT → All (Zip files) # 181 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 182 | 183 | while true; do 184 | read -p "Do you want to zip your files? (y/n) " zip 185 | case "$zip" in 186 | y|Y) 187 | echo -ne "\nZipping ${Y}" 188 | ( while true; do 189 | for X in '⠁' '⠂' '⠄' '⡀' '⡈' '⡐' '⡠' '⣀' '⣁' '⣂' '⣄' '⣌' '⣔' '⣤' '⣥' '⣦' '⣮' '⣶' '⣷' '⣿' '⡿' '⠿' '⢟' '⠟' '⡛' '⠛' '⠫' '⢋' '⠋' '⠍' '⡉' '⠉' '⠑' '⠡' '⢁'; do 190 | echo -en "\b$X" 191 | sleep 0.1 192 | done 193 | done ) & 194 | printf "\e[?25l" 195 | SPIN_PID=$! 196 | zip -r -q ${mname}_original.zip ${mname}_original -x "*.DS_Store" & 197 | zip -r -q ${mname}_original_512x768.zip ${mname}_original_512x768 -x "*.DS_Store" & 198 | zip -r -q ${mname}_original_768x512.zip ${mname}_original_768x512 -x "*.DS_Store" & 199 | zip -r -q ${mname}_split-einsum.zip ${mname}_split-einsum -x "*.DS_Store" 200 | kill $SPIN_PID 201 | wait $SPIN_PID 2> /dev/null 202 | printf "\e[?25h" 203 | echo -ne "\r${G}Zipped ${N}\n\n" 204 | 205 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 206 | # CKPT → All (Delete files) # 207 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 208 | 209 | while true; do 210 | read -p "Do you want to delete the model and its folders? (y/n) " deletemfs 211 | case "$deletemfs" in 212 | y|Y) 213 | echo -ne "\nDeleting ${Y}" 214 | ( while true; do 215 | for X in '⠁' '⠂' '⠄' '⡀' '⡈' '⡐' '⡠' '⣀' '⣁' '⣂' '⣄' '⣌' '⣔' '⣤' '⣥' '⣦' '⣮' '⣶' '⣷' '⣿' '⡿' '⠿' '⢟' '⠟' '⡛' '⠛' '⠫' '⢋' '⠋' '⠍' '⡉' '⠉' '⠑' '⠡' '⢁'; do 216 | echo -en "\b$X" 217 | sleep 0.1 218 | done 219 | done ) & 220 | printf "\e[?25l" 221 | SPIN_PID=$! 222 | mv ${mname}.ckpt ~/.Trash 223 | mv ${mname}_diffusers ~/.Trash 224 | mv ${mname}_original ~/.Trash 225 | mv ${mname}_original_512x768 ~/.Trash 226 | mv ${mname}_original_768x512 ~/.Trash 227 | mv ${mname}_split-einsum ~/.Trash 228 | kill $SPIN_PID 229 | wait $SPIN_PID 2> /dev/null 230 | printf "\e[?25h" 231 | echo -ne "\r${G}Deleted ${N}\n\n" 232 | break ;; 233 | n|N) echo; break ;; 234 | *) 235 | roll=$(($RANDOM % 8)) 236 | wtf=("That option is Coming Soon™" "Are you sure about that?" "Try again with, I don't know, [y] or [n]?" "I don't know what that is, and at this point, I'm too afraid to ask" "I know you're happy about the script, but please stop keysmashing" "¯\_(ツ)_/¯" "ಠಿ_ಠ" "ಠ_ಠ") 237 | echo -e "\n${R}${wtf[$roll]}${N}\n" 238 | ;; 239 | esac 240 | done 241 | 242 | break ;; 243 | n|N) echo; break ;; 244 | *) 245 | roll=$(($RANDOM % 8)) 246 | wtf=("That option is Coming Soon™" "Are you sure about that?" "Try again with, I don't know, [y] or [n]?" "I don't know what that is, and at this point, I'm too afraid to ask" "I know you're happy about the script, but please stop keysmashing" "¯\_(ツ)_/¯" "ಠಿ_ಠ" "ಠ_ಠ") 247 | echo -e "\n${R}${wtf[$roll]}${N}\n" 248 | ;; 249 | esac 250 | done 251 | 252 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 253 | 254 | break ;; 255 | 256 | ####################################################### 257 | ## ## 258 | ## CKPT → Diffusers ## 259 | ## ## 260 | ####################################################### 261 | 262 | "CKPT → Diffusers") 263 | echo -e "\n${G}Converting ${mname} to Diffusers...${N}\n" 264 | 265 | SECONDS=0 266 | 267 | until 268 | python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path ${mname}.ckpt --device cpu --extract_ema --dump_path ${mname}_diffusers 269 | do 270 | osascript -e 'display notification "Conversion to Diffusers failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 271 | echo -e "\n${R}Conversion of ${mname} to Diffusers failed. Trying again in 30s...${N}\n" 272 | sleep 30 273 | done 274 | 275 | time=$SECONDS 276 | 277 | osascript -e 'display notification "Conversion to Diffusers completed 🥳" with title "SD to Core ML" sound name "Funk"' 278 | echo -e "\n${G}Conversion of ${mname} to Diffusers completed in $(($time / 60))min and $(($time % 60))s${N}\n" 279 | 280 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 281 | 282 | break ;; 283 | 284 | ####################################################### 285 | ## ## 286 | ## SafeTensors → All ## 287 | ## ## 288 | ####################################################### 289 | 290 | "SafeTensors → All") 291 | 292 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 293 | # SafeTensors → All (Diffusers) # 294 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 295 | 296 | echo -e "\n${G}[1/5] Converting ${mname} to Diffusers...${N}\n" 297 | 298 | SECONDS=0 299 | 300 | until 301 | python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path ${mname}.safetensors --from_safetensors --device cpu --extract_ema --dump_path ${mname}_diffusers 302 | do 303 | osascript -e 'display notification "[1/5] Conversion to Diffusers failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 304 | echo -e "\n${R}[1/5] Conversion of ${mname} to Diffusers failed. Trying again in 30s...${N}\n" 305 | sleep 30 306 | done 307 | 308 | time=$SECONDS 309 | 310 | echo -e "\n${G}[1/5] Conversion of ${mname} to Diffusers completed in $(($time / 60))min and $(($time % 60))s${N}\n" 311 | 312 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 313 | # SafeTensors → All (ORIGINAL) # 314 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 315 | 316 | echo -e "${G}[2/5] Converting ${mname} to ORIGINAL...${N}\n" 317 | 318 | SECONDS=0 319 | 320 | until 321 | python -m python_coreml_stable_diffusion.torch2coreml --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original && python -m python_coreml_stable_diffusion.torch2coreml --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original 322 | do 323 | osascript -e 'display notification "[2/5] Conversion to ORIGINAL failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 324 | echo -e "\n${R}[2/5] Conversion of ${mname} to ORIGINAL failed. Trying again in 30s...${N}\n" 325 | sleep 30 326 | done 327 | 328 | mv ${mname}_original deleting... 329 | mv deleting.../Resources deleting.../${mname}_original 330 | mv deleting.../${mname}_original . 331 | rm -rf deleting... 332 | 333 | time=$SECONDS 334 | 335 | echo -e "\n${G}[2/5] Conversion of ${mname} to ORIGINAL completed in $(($time / 60))min and $(($time % 60))s${N}\n" 336 | 337 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 338 | # SafeTensors → All (ORIGINAL 512x768) # 339 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 340 | 341 | echo -e "${G}[3/5] Converting ${mname} to ORIGINAL 512x768...${N}\n" 342 | 343 | SECONDS=0 344 | 345 | until 346 | python -m python_coreml_stable_diffusion.torch2coreml --latent-w 64 --latent-h 96 --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_512x768 && python -m python_coreml_stable_diffusion.torch2coreml --latent-w 64 --latent-h 96 --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_512x768 347 | do 348 | osascript -e 'display notification "[3/5] Conversion to ORIGINAL 512x768 failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 349 | echo -e "\n${R}[3/5] Conversion of ${mname} to ORIGINAL 512x768 failed. Trying again in 30s...${N}\n" 350 | sleep 30 351 | done 352 | 353 | mv ${mname}_original_512x768 deleting... 354 | mv deleting.../Resources deleting.../${mname}_original_512x768 355 | mv deleting.../${mname}_original_512x768 . 356 | rm -rf deleting... 357 | 358 | time=$SECONDS 359 | 360 | echo -e "\n${G}[3/5] Conversion of ${mname} to ORIGINAL 512x768 completed in $(($time / 60))min and $(($time % 60))s${N}\n" 361 | 362 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 363 | # SafeTensors → All (ORIGINAL 768x512) # 364 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 365 | 366 | echo -e "${G}[4/5] Converting ${mname} to ORIGINAL 768x512...${N}\n" 367 | 368 | SECONDS=0 369 | 370 | until 371 | python -m python_coreml_stable_diffusion.torch2coreml --latent-w 96 --latent-h 64 --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_768x512 && python -m python_coreml_stable_diffusion.torch2coreml --latent-w 96 --latent-h 64 --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_768x512 372 | do 373 | osascript -e 'display notification "[4/5] Conversion to ORIGINAL 768x512 failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 374 | echo -e "\n${R}[4/5] Conversion of ${mname} to ${R}ORIGINAL 768x512${R} failed. Trying again in 30s...${N}\n" 375 | sleep 30 376 | done 377 | 378 | mv ${mname}_original_768x512 deleting... 379 | mv deleting.../Resources deleting.../${mname}_original_768x512 380 | mv deleting.../${mname}_original_768x512 . 381 | rm -rf deleting... 382 | 383 | time=$SECONDS 384 | 385 | echo -e "\n${G}[4/5] Conversion of ${mname} to ORIGINAL 768x512 completed in $(($time / 60))min and $(($time % 60))s${N}\n" 386 | 387 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 388 | # SafeTensors → All (SPLIT_EINSUM) # 389 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 390 | 391 | echo -e "${G}[5/5] Converting ${mname} to SPLIT_EINSUM...${N}\n" 392 | 393 | SECONDS=0 394 | 395 | until 396 | python -m python_coreml_stable_diffusion.torch2coreml --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation SPLIT_EINSUM -o ${mname}_split-einsum && python -m python_coreml_stable_diffusion.torch2coreml --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation SPLIT_EINSUM -o ${mname}_split-einsum 397 | do 398 | osascript -e 'display notification "[5/5] Conversion to SPLIT_EINSUM failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 399 | echo -e "\n${R}[5/5] Conversion of ${mname} to ${R}SPLIT_EINSUM${R} failed. Trying again in 30s...${N}\n" 400 | sleep 30 401 | done 402 | 403 | mv ${mname}_split-einsum deleting... 404 | mv deleting.../Resources deleting.../${mname}_split-einsum 405 | mv deleting.../${mname}_split-einsum . 406 | rm -rf deleting... 407 | 408 | time=$SECONDS 409 | 410 | echo -e "\n${G}[5/5] Conversion of ${mname} to SPLIT_EINSUM completed in $(($time / 60))min and $(($time % 60))s${N}\n" 411 | 412 | echo -e "${G}All conversions completed${N}\n" 413 | 414 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 415 | # SafeTensors → All (Zip files) # 416 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 417 | 418 | while true; do 419 | read -p "Do you want to zip your files? (y/n) " zip 420 | case "$zip" in 421 | y|Y) 422 | echo -ne "\nZipping ${Y}" 423 | ( while true; do 424 | for X in '⠁' '⠂' '⠄' '⡀' '⡈' '⡐' '⡠' '⣀' '⣁' '⣂' '⣄' '⣌' '⣔' '⣤' '⣥' '⣦' '⣮' '⣶' '⣷' '⣿' '⡿' '⠿' '⢟' '⠟' '⡛' '⠛' '⠫' '⢋' '⠋' '⠍' '⡉' '⠉' '⠑' '⠡' '⢁'; do 425 | echo -en "\b$X" 426 | sleep 0.1 427 | done 428 | done ) & 429 | printf "\e[?25l" 430 | SPIN_PID=$! 431 | zip -r -q ${mname}_original.zip ${mname}_original -x "*.DS_Store" & 432 | zip -r -q ${mname}_original_512x768.zip ${mname}_original_512x768 -x "*.DS_Store" & 433 | zip -r -q ${mname}_original_768x512.zip ${mname}_original_768x512 -x "*.DS_Store" & 434 | zip -r -q ${mname}_split-einsum.zip ${mname}_split-einsum -x "*.DS_Store" 435 | kill $SPIN_PID 436 | wait $SPIN_PID 2> /dev/null 437 | printf "\e[?25h" 438 | echo -ne "\r${G}Zipped ${N}\n\n" 439 | 440 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 441 | # SafeTensors → All (Delete files) # 442 | # ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ # 443 | 444 | while true; do 445 | read -p "Do you want to delete the model and its folders? (y/n) " deletemfs 446 | case "$deletemfs" in 447 | y|Y) 448 | echo -ne "\nDeleting ${Y}" 449 | ( while true; do 450 | for X in '⠁' '⠂' '⠄' '⡀' '⡈' '⡐' '⡠' '⣀' '⣁' '⣂' '⣄' '⣌' '⣔' '⣤' '⣥' '⣦' '⣮' '⣶' '⣷' '⣿' '⡿' '⠿' '⢟' '⠟' '⡛' '⠛' '⠫' '⢋' '⠋' '⠍' '⡉' '⠉' '⠑' '⠡' '⢁'; do 451 | echo -en "\b$X" 452 | sleep 0.1 453 | done 454 | done ) & 455 | printf "\e[?25l" 456 | SPIN_PID=$! 457 | mv ${mname}.ckpt ~/.Trash 458 | mv ${mname}_diffusers ~/.Trash 459 | mv ${mname}_original ~/.Trash 460 | mv ${mname}_original_512x768 ~/.Trash 461 | mv ${mname}_original_768x512 ~/.Trash 462 | mv ${mname}_split-einsum ~/.Trash 463 | kill $SPIN_PID 464 | wait $SPIN_PID 2> /dev/null 465 | printf "\e[?25h" 466 | echo -ne "\r${G}Deleted ${N}\n\n" 467 | break ;; 468 | n|N) echo; break ;; 469 | *) 470 | roll=$(($RANDOM % 8)) 471 | wtf=("That option is Coming Soon™" "Are you sure about that?" "Try again with, I don't know, [y] or [n]?" "I don't know what that is, and at this point, I'm too afraid to ask" "I know you're happy about the script, but please stop keysmashing" "¯\_(ツ)_/¯" "ಠಿ_ಠ" "ಠ_ಠ") 472 | echo -e "\n${R}${wtf[$roll]}${N}\n" 473 | ;; 474 | esac 475 | done 476 | 477 | break ;; 478 | n|N) echo; break ;; 479 | *) 480 | roll=$(($RANDOM % 8)) 481 | wtf=("That option is Coming Soon™" "Are you sure about that?" "Try again with, I don't know, [y] or [n]?" "I don't know what that is, and at this point, I'm too afraid to ask" "I know you're happy about the script, but please stop keysmashing" "¯\_(ツ)_/¯" "ಠಿ_ಠ" "ಠ_ಠ") 482 | echo -e "\n${R}${wtf[$roll]}${N}\n" 483 | ;; 484 | esac 485 | done 486 | 487 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 488 | 489 | break ;; 490 | 491 | ####################################################### 492 | ## ## 493 | ## SafeTensors → Diffusers ## 494 | ## ## 495 | ####################################################### 496 | 497 | "SafeTensors → Diffusers") 498 | echo -e "\n${G}Converting ${mname} to Diffusers...${N}\n" 499 | 500 | SECONDS=0 501 | 502 | until 503 | python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path ${mname}.safetensors --from_safetensors --device cpu --extract_ema --dump_path ${mname}_diffusers 504 | do 505 | osascript -e 'display notification "Conversion to Diffusers failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 506 | echo -e "\n${R}Conversion of ${mname} to Diffusers failed. Trying again in 30s...${N}\n" 507 | sleep 30 508 | done 509 | 510 | time=$SECONDS 511 | 512 | osascript -e 'display notification "Conversion to Diffusers completed 🥳" with title "SD to Core ML" sound name "Funk"' 513 | echo -e "\n${G}Conversion of ${mname} to Diffusers completed in $(($time / 60))min and $(($time % 60))s${N}\n" 514 | 515 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 516 | 517 | break ;; 518 | 519 | ####################################################### 520 | ## ## 521 | ## Diffusers → ORIGINAL ## 522 | ## ## 523 | ####################################################### 524 | 525 | "Diffusers → ORIGINAL") 526 | echo -e "\n${G}Converting ${mname} to ORIGINAL...${N}\n" 527 | 528 | SECONDS=0 529 | 530 | until 531 | python -m python_coreml_stable_diffusion.torch2coreml --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original && python -m python_coreml_stable_diffusion.torch2coreml --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original 532 | do 533 | osascript -e 'display notification "Conversion to ORIGINAL failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 534 | echo -e "\n${R}Conversion of ${mname} to ORIGINAL failed. Trying again in 30s...${N}\n" 535 | sleep 30 536 | done 537 | 538 | mv ${mname}_original deleting... 539 | mv deleting.../Resources deleting.../${mname}_original 540 | mv deleting.../${mname}_original . 541 | rm -rf deleting... 542 | 543 | time=$SECONDS 544 | 545 | osascript -e 'display notification "Conversion to ORIGINAL completed 🥳" with title "SD to Core ML" sound name "Funk"' 546 | echo -e "\n${G}Conversion of ${mname} to ORIGINAL completed in $(($time / 60))min and $(($time % 60))s${N}\n" 547 | 548 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 549 | 550 | break ;; 551 | 552 | ####################################################### 553 | ## ## 554 | ## Diffusers → ORIGINAL 512x768 ## 555 | ## ## 556 | ####################################################### 557 | 558 | "Diffusers → ORIGINAL 512x768") 559 | echo -e "\n${G}Converting ${mname} to ORIGINAL 512x768...${N}\n" 560 | 561 | SECONDS=0 562 | 563 | until 564 | python -m python_coreml_stable_diffusion.torch2coreml --latent-w 64 --latent-h 96 --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_512x768 && python -m python_coreml_stable_diffusion.torch2coreml --latent-w 64 --latent-h 96 --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_512x768 565 | do 566 | osascript -e 'display notification "Conversion to ORIGINAL 512x768 failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 567 | echo -e "\n${R}Conversion of ${mname} to ORIGINAL 512x768 failed. Trying again in 30s...${N}\n" 568 | sleep 30 569 | done 570 | 571 | mv ${mname}_original_512x768 deleting... 572 | mv deleting.../Resources deleting.../${mname}_original_512x768 573 | mv deleting.../${mname}_original_512x768 . 574 | rm -rf deleting... 575 | 576 | time=$SECONDS 577 | 578 | osascript -e 'display notification "Conversion to ORIGINAL 512x768 completed 🥳" with title "SD to Core ML" sound name "Funk"' 579 | echo -e "\n${G}Conversion of ${mname} to ORIGINAL 512x768 completed in $(($time / 60))min and $(($time % 60))s${N}\n" 580 | 581 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 582 | 583 | break ;; 584 | 585 | ####################################################### 586 | ## ## 587 | ## Diffusers → ORIGINAL 768x512 ## 588 | ## ## 589 | ####################################################### 590 | 591 | "Diffusers → ORIGINAL 768x512") 592 | echo -e "\n${G}Converting ${mname} to ORIGINAL 768x512...${N}\n" 593 | 594 | SECONDS=0 595 | 596 | until 597 | python -m python_coreml_stable_diffusion.torch2coreml --latent-w 96 --latent-h 64 --compute-unit CPU_AND_GPU --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_768x512 && python -m python_coreml_stable_diffusion.torch2coreml --latent-w 96 --latent-h 64 --compute-unit CPU_AND_GPU --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation ORIGINAL -o ${mname}_original_768x512 598 | do 599 | osascript -e 'display notification "Conversion to ORIGINAL 768x512 failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 600 | echo -e "\n${R}Conversion of ${mname} to ${R}ORIGINAL 768x512${R} failed. Trying again in 30s...${N}\n" 601 | sleep 30 602 | done 603 | 604 | mv ${mname}_original_768x512 deleting... 605 | mv deleting.../Resources deleting.../${mname}_original_768x512 606 | mv deleting.../${mname}_original_768x512 . 607 | rm -rf deleting... 608 | 609 | time=$SECONDS 610 | 611 | osascript -e 'display notification "Conversion to ORIGINAL 768x512 completed 🥳" with title "SD to Core ML" sound name "Funk"' 612 | echo -e "\n${G}Conversion of ${mname} to ORIGINAL 768x512 completed in $(($time / 60))min and $(($time % 60))s${N}\n" 613 | 614 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 615 | 616 | break ;; 617 | 618 | ###################################################### 619 | ## ## 620 | ## Diffusers → SPLIT_EINSUM ## 621 | ## ## 622 | ###################################################### 623 | 624 | "Diffusers → SPLIT_EINSUM") 625 | echo -e "\n${G}Converting ${mname} to SPLIT_EINSUM...${N}\n" 626 | 627 | SECONDS=0 628 | 629 | until 630 | python -m python_coreml_stable_diffusion.torch2coreml --convert-vae-decoder --convert-vae-encoder --convert-unet --convert-text-encoder --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation SPLIT_EINSUM -o ${mname}_split-einsum && python -m python_coreml_stable_diffusion.torch2coreml --convert-unet --unet-support-controlnet --model-version ${mname}_diffusers --bundle-resources-for-swift-cli --attention-implementation SPLIT_EINSUM -o ${mname}_split-einsum 631 | do 632 | osascript -e 'display notification "Conversion to SPLIT_EINSUM failed 😢 Trying again in 30s..." with title "SD to Core ML" sound name "Sosumi"' 633 | echo -e "\n${R}Conversion of ${mname} to ${R}SPLIT_EINSUM${R} failed. Trying again in 30s...${N}\n" 634 | sleep 30 635 | done 636 | 637 | mv ${mname}_split-einsum deleting... 638 | mv deleting.../Resources deleting.../${mname}_split-einsum 639 | mv deleting.../${mname}_split-einsum . 640 | rm -rf deleting... 641 | 642 | time=$SECONDS 643 | 644 | osascript -e 'display notification "Conversion to SPLIT_EINSUM completed 🥳" with title "SD to Core ML" sound name "Funk"' 645 | echo -e "\n${G}Conversion of ${mname} to SPLIT_EINSUM completed in $(($time / 60))min and $(($time % 60))s${N}\n" 646 | 647 | read -p "Press [Enter] to see the menu or [Control+C] to quit " 648 | 649 | break ;; 650 | 651 | ####################################################### 652 | ## ## 653 | ## Change model name ## 654 | ## ## 655 | ####################################################### 656 | 657 | "Change model name") break 2 ;; 658 | 659 | ####################################################### 660 | ## ## 661 | ## WTF? ## 662 | ## ## 663 | ####################################################### 664 | 665 | *) 666 | roll=$(($RANDOM % 8)) 667 | wtf=("That option is Coming Soon™" "Are you sure about that?" "Try again with, I don't know, maybe a number in the menu?" "I don't know what that is, and at this point, I'm too afraid to ask" "I know you're happy about the script, but please stop keysmashing" "¯\_(ツ)_/¯" "ಠಿ_ಠ" "ಠ_ಠ") 668 | echo -e "\n${R}${wtf[$roll]}${N}" 669 | ;; 670 | 671 | esac 672 | done 673 | done 674 | done 675 | --------------------------------------------------------------------------------