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update changelog
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Lincoln Stein
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@ -4,45 +4,228 @@ title: Changelog
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# :octicons-log-16: **Changelog**
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## v2.0.1 (13 October 2022)
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## v2.1.0 <small>(2 November 2022)</small>
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- fix noisy images at high step count when using k* samplers
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- dream.py script now calls invoke.py module directly rather than
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via a new python process (which could break the environment)
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- update mac instructions to use invokeai for env name by @willwillems in
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https://github.com/invoke-ai/InvokeAI/pull/1030
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- Update .gitignore by @blessedcoolant in
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https://github.com/invoke-ai/InvokeAI/pull/1040
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- reintroduce fix for m1 from https://github.com/invoke-ai/InvokeAI/pull/579
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missing after merge by @skurovec in
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https://github.com/invoke-ai/InvokeAI/pull/1056
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- Update Stable_Diffusion_AI_Notebook.ipynb (Take 2) by @ChloeL19 in
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https://github.com/invoke-ai/InvokeAI/pull/1060
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- Print out the device type which is used by @manzke in
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https://github.com/invoke-ai/InvokeAI/pull/1073
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- Hires Addition by @hipsterusername in
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https://github.com/invoke-ai/InvokeAI/pull/1063
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- fix for "1 leaked semaphore objects to clean up at shutdown" on M1 by
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@skurovec in https://github.com/invoke-ai/InvokeAI/pull/1081
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- Forward dream.py to invoke.py using the same interpreter, add deprecation
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warning by @db3000 in https://github.com/invoke-ai/InvokeAI/pull/1077
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- fix noisy images at high step counts by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1086
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- Generalize facetool strength argument by @db3000 in
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https://github.com/invoke-ai/InvokeAI/pull/1078
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- Enable fast switching among models at the invoke> command line by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1066
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- Fix Typo, committed changing ldm environment to invokeai by @jdries3 in
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https://github.com/invoke-ai/InvokeAI/pull/1095
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- Update generate.py by @unreleased in
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https://github.com/invoke-ai/InvokeAI/pull/1109
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- Update 'ldm' env to 'invokeai' in troubleshooting steps by @19wolf in
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https://github.com/invoke-ai/InvokeAI/pull/1125
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- Fixed documentation typos and resolved merge conflicts by @rupeshs in
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https://github.com/invoke-ai/InvokeAI/pull/1123
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- Fix broken doc links, fix malaprop in the project subtitle by @majick in
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https://github.com/invoke-ai/InvokeAI/pull/1131
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- Only output facetool parameters if enhancing faces by @db3000 in
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https://github.com/invoke-ai/InvokeAI/pull/1119
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- Update gitignore to ignore codeformer weights at new location by
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@spezialspezial in https://github.com/invoke-ai/InvokeAI/pull/1136
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- fix links to point to invoke-ai.github.io #1117 by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1143
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- Rework-mkdocs by @mauwii in https://github.com/invoke-ai/InvokeAI/pull/1144
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- add option to CLI and pngwriter that allows user to set PNG compression level
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by @lstein in https://github.com/invoke-ai/InvokeAI/pull/1127
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- Fix img2img DDIM index out of bound by @wfng92 in
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https://github.com/invoke-ai/InvokeAI/pull/1137
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- Fix gh actions by @mauwii in https://github.com/invoke-ai/InvokeAI/pull/1128
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- update mac instructions to use invokeai for env name by @willwillems in
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https://github.com/invoke-ai/InvokeAI/pull/1030
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- Update .gitignore by @blessedcoolant in
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https://github.com/invoke-ai/InvokeAI/pull/1040
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- reintroduce fix for m1 from https://github.com/invoke-ai/InvokeAI/pull/579
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missing after merge by @skurovec in
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https://github.com/invoke-ai/InvokeAI/pull/1056
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- Update Stable_Diffusion_AI_Notebook.ipynb (Take 2) by @ChloeL19 in
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https://github.com/invoke-ai/InvokeAI/pull/1060
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- Print out the device type which is used by @manzke in
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https://github.com/invoke-ai/InvokeAI/pull/1073
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- Hires Addition by @hipsterusername in
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https://github.com/invoke-ai/InvokeAI/pull/1063
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- fix for "1 leaked semaphore objects to clean up at shutdown" on M1 by
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@skurovec in https://github.com/invoke-ai/InvokeAI/pull/1081
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- Forward dream.py to invoke.py using the same interpreter, add deprecation
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warning by @db3000 in https://github.com/invoke-ai/InvokeAI/pull/1077
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- fix noisy images at high step counts by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1086
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- Generalize facetool strength argument by @db3000 in
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https://github.com/invoke-ai/InvokeAI/pull/1078
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- Enable fast switching among models at the invoke> command line by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1066
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- Fix Typo, committed changing ldm environment to invokeai by @jdries3 in
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https://github.com/invoke-ai/InvokeAI/pull/1095
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- Fixed documentation typos and resolved merge conflicts by @rupeshs in
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https://github.com/invoke-ai/InvokeAI/pull/1123
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- Only output facetool parameters if enhancing faces by @db3000 in
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https://github.com/invoke-ai/InvokeAI/pull/1119
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- add option to CLI and pngwriter that allows user to set PNG compression level
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by @lstein in https://github.com/invoke-ai/InvokeAI/pull/1127
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- Fix img2img DDIM index out of bound by @wfng92 in
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https://github.com/invoke-ai/InvokeAI/pull/1137
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- Add text prompt to inpaint mask support by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1133
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- Respect http[s] protocol when making socket.io middleware by @damian0815 in
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https://github.com/invoke-ai/InvokeAI/pull/976
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- WebUI: Adds Codeformer support by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1151
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- Skips normalizing prompts for web UI metadata by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1165
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- Add Asymmetric Tiling by @carson-katri in
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https://github.com/invoke-ai/InvokeAI/pull/1132
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- Web UI: Increases max CFG Scale to 200 by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1172
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- Corrects color channels in face restoration; Fixes #1167 by @psychedelicious
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in https://github.com/invoke-ai/InvokeAI/pull/1175
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- Flips channels using array slicing instead of using OpenCV by @psychedelicious
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in https://github.com/invoke-ai/InvokeAI/pull/1178
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- Fix typo in docs: s/Formally/Formerly by @noodlebox in
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https://github.com/invoke-ai/InvokeAI/pull/1176
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- fix clipseg loading problems by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1177
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- Correct color channels in upscale using array slicing by @wfng92 in
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https://github.com/invoke-ai/InvokeAI/pull/1181
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- Web UI: Filters existing images when adding new images; Fixes #1085 by
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@psychedelicious in https://github.com/invoke-ai/InvokeAI/pull/1171
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- fix a number of bugs in textual inversion by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1190
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- Improve !fetch, add !replay command by @ArDiouscuros in
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https://github.com/invoke-ai/InvokeAI/pull/882
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- Fix generation of image with s>1000 by @holstvoogd in
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https://github.com/invoke-ai/InvokeAI/pull/951
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- Web UI: Gallery improvements by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1198
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- Update CLI.md by @krummrey in https://github.com/invoke-ai/InvokeAI/pull/1211
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- outcropping improvements by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1207
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- add support for loading VAE autoencoders by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1216
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- remove duplicate fix_func for MPS by @wfng92 in
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https://github.com/invoke-ai/InvokeAI/pull/1210
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- Metadata storage and retrieval fixes by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1204
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- nix: add shell.nix file by @Cloudef in
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https://github.com/invoke-ai/InvokeAI/pull/1170
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- Web UI: Changes vite dist asset paths to relative by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1185
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- Web UI: Removes isDisabled from PromptInput by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1187
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- Allow user to generate images with initial noise as on M1 / mps system by
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@ArDiouscuros in https://github.com/invoke-ai/InvokeAI/pull/981
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- feat: adding filename format template by @plucked in
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https://github.com/invoke-ai/InvokeAI/pull/968
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- Web UI: Fixes broken bundle by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1242
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- Support runwayML custom inpainting model by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1243
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- Update IMG2IMG.md by @talitore in
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https://github.com/invoke-ai/InvokeAI/pull/1262
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- New dockerfile - including a build- and a run- script as well as a GH-Action
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by @mauwii in https://github.com/invoke-ai/InvokeAI/pull/1233
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- cut over from karras to model noise schedule for higher steps by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1222
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- Prompt tweaks by @lstein in https://github.com/invoke-ai/InvokeAI/pull/1268
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- Outpainting implementation by @Kyle0654 in
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https://github.com/invoke-ai/InvokeAI/pull/1251
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- fixing aspect ratio on hires by @tjennings in
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https://github.com/invoke-ai/InvokeAI/pull/1249
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- Fix-build-container-action by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1274
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- handle all unicode characters by @damian0815 in
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https://github.com/invoke-ai/InvokeAI/pull/1276
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- adds models.user.yml to .gitignore by @JakeHL in
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https://github.com/invoke-ai/InvokeAI/pull/1281
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- remove debug branch, set fail-fast to false by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1284
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- Protect-secrets-on-pr by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1285
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- Web UI: Adds initial inpainting implementation by @psychedelicious in
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https://github.com/invoke-ai/InvokeAI/pull/1225
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- fix environment-mac.yml - tested on x64 and arm64 by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1289
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- Use proper authentication to download model by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1287
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- Prevent indexing error for mode RGB by @spezialspezial in
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https://github.com/invoke-ai/InvokeAI/pull/1294
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- Integrate sd-v1-5 model into test matrix (easily expandable), remove
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unecesarry caches by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1293
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- add --no-interactive to preload_models step by @mauwii in
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https://github.com/invoke-ai/InvokeAI/pull/1302
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- 1-click installer and updater. Uses micromamba to install git and conda into a
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contained environment (if necessary) before running the normal installation
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script by @cmdr2 in https://github.com/invoke-ai/InvokeAI/pull/1253
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- preload_models.py script downloads the weight files by @lstein in
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https://github.com/invoke-ai/InvokeAI/pull/1290
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## v2.0.1 <small>(13 October 2022)</small>
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- fix noisy images at high step count when using k\* samplers
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- dream.py script now calls invoke.py module directly rather than via a new
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python process (which could break the environment)
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## v2.0.0 <small>(9 October 2022)</small>
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- `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains
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for backward compatibility.
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- `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains for
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backward compatibility.
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- Completely new WebGUI - launch with `python3 scripts/invoke.py --web`
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- Support for [inpainting](features/INPAINTING.md) and [outpainting](features/OUTPAINTING.md)
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- img2img runs on all k* samplers
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- Support for [negative prompts](features/PROMPTS.md#negative-and-unconditioned-prompts)
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- Support for [inpainting](features/INPAINTING.md) and
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[outpainting](features/OUTPAINTING.md)
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- img2img runs on all k\* samplers
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- Support for
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[negative prompts](features/PROMPTS.md#negative-and-unconditioned-prompts)
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- Support for CodeFormer face reconstruction
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- Support for Textual Inversion on Macintoshes
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- Support in both WebGUI and CLI for [post-processing of previously-generated images](features/POSTPROCESS.md)
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using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E infinite canvas),
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and "embiggen" upscaling. See the `!fix` command.
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- New `--hires` option on `invoke>` line allows [larger images to be created without duplicating elements](features/CLI.md#this-is-an-example-of-txt2img), at the cost of some performance.
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- New `--perlin` and `--threshold` options allow you to add and control variation
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during image generation (see [Thresholding and Perlin Noise Initialization](features/OTHER.md#thresholding-and-perlin-noise-initialization-options))
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- Extensive metadata now written into PNG files, allowing reliable regeneration of images
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and tweaking of previous settings.
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- Command-line completion in `invoke.py` now works on Windows, Linux and Mac platforms.
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- Improved [command-line completion behavior](features/CLI.md)
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New commands added:
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- Support in both WebGUI and CLI for
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[post-processing of previously-generated images](features/POSTPROCESS.md)
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using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E
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infinite canvas), and "embiggen" upscaling. See the `!fix` command.
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- New `--hires` option on `invoke>` line allows
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[larger images to be created without duplicating elements](features/CLI.md#this-is-an-example-of-txt2img),
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at the cost of some performance.
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- New `--perlin` and `--threshold` options allow you to add and control
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variation during image generation (see
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[Thresholding and Perlin Noise Initialization](features/OTHER.md#thresholding-and-perlin-noise-initialization-options))
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- Extensive metadata now written into PNG files, allowing reliable regeneration
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of images and tweaking of previous settings.
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- Command-line completion in `invoke.py` now works on Windows, Linux and Mac
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platforms.
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- Improved [command-line completion behavior](features/CLI.md) New commands
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added:
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- List command-line history with `!history`
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- Search command-line history with `!search`
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- Clear history with `!clear`
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- Deprecated `--full_precision` / `-F`. Simply omit it and `invoke.py` will auto
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configure. To switch away from auto use the new flag like `--precision=float32`.
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configure. To switch away from auto use the new flag like
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`--precision=float32`.
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## v1.14 <small>(11 September 2022)</small>
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- Memory optimizations for small-RAM cards. 512x512 now possible on 4 GB GPUs.
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- Full support for Apple hardware with M1 or M2 chips.
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- Add "seamless mode" for circular tiling of image. Generates beautiful effects.
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([prixt](https://github.com/prixt)).
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([prixt](https://github.com/prixt)).
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- Inpainting support.
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- Improved web server GUI.
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- Lots of code and documentation cleanups.
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@ -50,16 +233,17 @@ title: Changelog
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## v1.13 <small>(3 September 2022)</small>
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- Support image variations (see [VARIATIONS](features/VARIATIONS.md)
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([Kevin Gibbons](https://github.com/bakkot) and many contributors and reviewers)
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- Supports a Google Colab notebook for a standalone server running on Google hardware
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[Arturo Mendivil](https://github.com/artmen1516)
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([Kevin Gibbons](https://github.com/bakkot) and many contributors and
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reviewers)
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- Supports a Google Colab notebook for a standalone server running on Google
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hardware [Arturo Mendivil](https://github.com/artmen1516)
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- WebUI supports GFPGAN/ESRGAN facial reconstruction and upscaling
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[Kevin Gibbons](https://github.com/bakkot)
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[Kevin Gibbons](https://github.com/bakkot)
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- WebUI supports incremental display of in-progress images during generation
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[Kevin Gibbons](https://github.com/bakkot)
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[Kevin Gibbons](https://github.com/bakkot)
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- A new configuration file scheme that allows new models (including upcoming
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stable-diffusion-v1.5) to be added without altering the code.
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([David Wager](https://github.com/maddavid12))
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stable-diffusion-v1.5) to be added without altering the code.
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([David Wager](https://github.com/maddavid12))
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- Can specify --grid on invoke.py command line as the default.
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- Miscellaneous internal bug and stability fixes.
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- Works on M1 Apple hardware.
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@ -71,49 +255,59 @@ title: Changelog
|
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- Improved file handling, including ability to read prompts from standard input.
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(kudos to [Yunsaki](https://github.com/yunsaki)
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- The web server is now integrated with the invoke.py script. Invoke by adding --web to
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the invoke.py command arguments.
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- The web server is now integrated with the invoke.py script. Invoke by adding
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--web to the invoke.py command arguments.
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- Face restoration and upscaling via GFPGAN and Real-ESGAN are now automatically
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enabled if the GFPGAN directory is located as a sibling to Stable Diffusion.
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VRAM requirements are modestly reduced. Thanks to both [Blessedcoolant](https://github.com/blessedcoolant) and
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VRAM requirements are modestly reduced. Thanks to both
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[Blessedcoolant](https://github.com/blessedcoolant) and
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[Oceanswave](https://github.com/oceanswave) for their work on this.
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- You can now swap samplers on the invoke> command line. [Blessedcoolant](https://github.com/blessedcoolant)
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- You can now swap samplers on the invoke> command line.
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[Blessedcoolant](https://github.com/blessedcoolant)
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|
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---
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## v1.11 <small>(26 August 2022)</small>
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- NEW FEATURE: Support upscaling and face enhancement using the GFPGAN module. (kudos to [Oceanswave](https://github.com/Oceanswave)
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- You now can specify a seed of -1 to use the previous image's seed, -2 to use the seed for the image generated before that, etc.
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Seed memory only extends back to the previous command, but will work on all images generated with the -n# switch.
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- NEW FEATURE: Support upscaling and face enhancement using the GFPGAN module.
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(kudos to [Oceanswave](https://github.com/Oceanswave)
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- You now can specify a seed of -1 to use the previous image's seed, -2 to use
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the seed for the image generated before that, etc. Seed memory only extends
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back to the previous command, but will work on all images generated with the
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-n# switch.
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- Variant generation support temporarily disabled pending more general solution.
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- Created a feature branch named **yunsaki-morphing-invoke** which adds experimental support for
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iteratively modifying the prompt and its parameters. Please see[Pull Request #86](https://github.com/lstein/stable-diffusion/pull/86)
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for a synopsis of how this works. Note that when this feature is eventually added to the main branch, it will may be modified
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significantly.
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- Created a feature branch named **yunsaki-morphing-invoke** which adds
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experimental support for iteratively modifying the prompt and its parameters.
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Please
|
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see[Pull Request #86](https://github.com/lstein/stable-diffusion/pull/86) for
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a synopsis of how this works. Note that when this feature is eventually added
|
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to the main branch, it will may be modified significantly.
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|
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---
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## v1.10 <small>(25 August 2022)</small>
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- A barebones but fully functional interactive web server for online generation of txt2img and img2img.
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- A barebones but fully functional interactive web server for online generation
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of txt2img and img2img.
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|
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---
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||||
|
||||
## v1.09 <small>(24 August 2022)</small>
|
||||
|
||||
- A new -v option allows you to generate multiple variants of an initial image
|
||||
in img2img mode. (kudos to [Oceanswave](https://github.com/Oceanswave). [
|
||||
See this discussion in the PR for examples and details on use](https://github.com/lstein/stable-diffusion/pull/71#issuecomment-1226700810))
|
||||
- Added ability to personalize text to image generation (kudos to [Oceanswave](https://github.com/Oceanswave) and [nicolai256](https://github.com/nicolai256))
|
||||
in img2img mode. (kudos to [Oceanswave](https://github.com/Oceanswave).
|
||||
[ See this discussion in the PR for examples and details on use](https://github.com/lstein/stable-diffusion/pull/71#issuecomment-1226700810))
|
||||
- Added ability to personalize text to image generation (kudos to
|
||||
[Oceanswave](https://github.com/Oceanswave) and
|
||||
[nicolai256](https://github.com/nicolai256))
|
||||
- Enabled all of the samplers from k_diffusion
|
||||
|
||||
---
|
||||
|
||||
## v1.08 <small>(24 August 2022)</small>
|
||||
|
||||
- Escape single quotes on the invoke> command before trying to parse. This avoids
|
||||
parse errors.
|
||||
- Escape single quotes on the invoke> command before trying to parse. This
|
||||
avoids parse errors.
|
||||
- Removed instruction to get Python3.8 as first step in Windows install.
|
||||
Anaconda3 does it for you.
|
||||
- Added bounds checks for numeric arguments that could cause crashes.
|
||||
@ -123,34 +317,36 @@ title: Changelog
|
||||
|
||||
## v1.07 <small>(23 August 2022)</small>
|
||||
|
||||
- Image filenames will now never fill gaps in the sequence, but will be assigned the
|
||||
next higher name in the chosen directory. This ensures that the alphabetic and chronological
|
||||
sort orders are the same.
|
||||
- Image filenames will now never fill gaps in the sequence, but will be assigned
|
||||
the next higher name in the chosen directory. This ensures that the alphabetic
|
||||
and chronological sort orders are the same.
|
||||
|
||||
---
|
||||
|
||||
## v1.06 <small>(23 August 2022)</small>
|
||||
|
||||
- Added weighted prompt support contributed by [xraxra](https://github.com/xraxra)
|
||||
- Example of using weighted prompts to tweak a demonic figure contributed by [bmaltais](https://github.com/bmaltais)
|
||||
- Added weighted prompt support contributed by
|
||||
[xraxra](https://github.com/xraxra)
|
||||
- Example of using weighted prompts to tweak a demonic figure contributed by
|
||||
[bmaltais](https://github.com/bmaltais)
|
||||
|
||||
---
|
||||
|
||||
## v1.05 <small>(22 August 2022 - after the drop)</small>
|
||||
|
||||
- Filenames now use the following formats:
|
||||
000010.95183149.png -- Two files produced by the same command (e.g. -n2),
|
||||
000010.26742632.png -- distinguished by a different seed.
|
||||
- Filenames now use the following formats: 000010.95183149.png -- Two files
|
||||
produced by the same command (e.g. -n2), 000010.26742632.png -- distinguished
|
||||
by a different seed.
|
||||
|
||||
000011.455191342.01.png -- Two files produced by the same command using
|
||||
000011.455191342.02.png -- a batch size>1 (e.g. -b2). They have the same seed.
|
||||
|
||||
000011.4160627868.grid#1-4.png -- a grid of four images (-g); the whole grid can
|
||||
be regenerated with the indicated key
|
||||
000011.4160627868.grid#1-4.png -- a grid of four images (-g); the whole grid
|
||||
can be regenerated with the indicated key
|
||||
|
||||
- It should no longer be possible for one image to overwrite another
|
||||
- You can use the "cd" and "pwd" commands at the invoke> prompt to set and retrieve
|
||||
the path of the output directory.
|
||||
- You can use the "cd" and "pwd" commands at the invoke> prompt to set and
|
||||
retrieve the path of the output directory.
|
||||
|
||||
---
|
||||
|
||||
@ -164,26 +360,28 @@ title: Changelog
|
||||
|
||||
## v1.03 <small>(22 August 2022)</small>
|
||||
|
||||
- The original txt2img and img2img scripts from the CompViz repository have been moved into
|
||||
a subfolder named "orig_scripts", to reduce confusion.
|
||||
- The original txt2img and img2img scripts from the CompViz repository have been
|
||||
moved into a subfolder named "orig_scripts", to reduce confusion.
|
||||
|
||||
---
|
||||
|
||||
## v1.02 <small>(21 August 2022)</small>
|
||||
|
||||
- A copy of the prompt and all of its switches and options is now stored in the corresponding
|
||||
image in a tEXt metadata field named "Dream". You can read the prompt using scripts/images2prompt.py,
|
||||
or an image editor that allows you to explore the full metadata.
|
||||
**Please run "conda env update" to load the k_lms dependencies!!**
|
||||
- A copy of the prompt and all of its switches and options is now stored in the
|
||||
corresponding image in a tEXt metadata field named "Dream". You can read the
|
||||
prompt using scripts/images2prompt.py, or an image editor that allows you to
|
||||
explore the full metadata. **Please run "conda env update" to load the k_lms
|
||||
dependencies!!**
|
||||
|
||||
---
|
||||
|
||||
## v1.01 <small>(21 August 2022)</small>
|
||||
|
||||
- added k_lms sampling.
|
||||
**Please run "conda env update" to load the k_lms dependencies!!**
|
||||
- use half precision arithmetic by default, resulting in faster execution and lower memory requirements
|
||||
Pass argument --full_precision to invoke.py to get slower but more accurate image generation
|
||||
- added k_lms sampling. **Please run "conda env update" to load the k_lms
|
||||
dependencies!!**
|
||||
- use half precision arithmetic by default, resulting in faster execution and
|
||||
lower memory requirements Pass argument --full_precision to invoke.py to get
|
||||
slower but more accurate image generation
|
||||
|
||||
---
|
||||
|
||||
|
||||
201
docs/index.md
201
docs/index.md
@ -14,45 +14,67 @@ title: Home
|
||||
|
||||
# ^^**InvokeAI: A Stable Diffusion Toolkit**^^ :tools: <br> <small>Formerly known as lstein/stable-diffusion</small>
|
||||
|
||||
|
||||
[](https://github.com/invoke-ai/InvokeAI)
|
||||
|
||||
[![discord badge]][discord link]
|
||||
|
||||
[![latest release badge]][latest release link] [![github stars badge]][github stars link] [![github forks badge]][github forks link]
|
||||
[![latest release badge]][latest release link]
|
||||
[![github stars badge]][github stars link]
|
||||
[![github forks badge]][github forks link]
|
||||
|
||||
[![CI checks on main badge]][CI checks on main link] [![CI checks on dev badge]][CI checks on dev link] [![latest commit to dev badge]][latest commit to dev link]
|
||||
[![CI checks on main badge]][ci checks on main link]
|
||||
[![CI checks on dev badge]][ci checks on dev link]
|
||||
[![latest commit to dev badge]][latest commit to dev link]
|
||||
|
||||
[![github open issues badge]][github open issues link] [![github open prs badge]][github open prs link]
|
||||
[![github open issues badge]][github open issues link]
|
||||
[![github open prs badge]][github open prs link]
|
||||
|
||||
[CI checks on dev badge]: https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/development?label=CI%20status%20on%20dev&cache=900&icon=github
|
||||
[CI checks on dev link]: https://github.com/invoke-ai/InvokeAI/actions?query=branch%3Adevelopment
|
||||
[CI checks on main badge]: https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/main?label=CI%20status%20on%20main&cache=900&icon=github
|
||||
[CI checks on main link]: https://github.com/invoke-ai/InvokeAI/actions/workflows/test-invoke-conda.yml
|
||||
[ci checks on dev badge]:
|
||||
https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/development?label=CI%20status%20on%20dev&cache=900&icon=github
|
||||
[ci checks on dev link]:
|
||||
https://github.com/invoke-ai/InvokeAI/actions?query=branch%3Adevelopment
|
||||
[ci checks on main badge]:
|
||||
https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/main?label=CI%20status%20on%20main&cache=900&icon=github
|
||||
[ci checks on main link]:
|
||||
https://github.com/invoke-ai/InvokeAI/actions/workflows/test-invoke-conda.yml
|
||||
[discord badge]: https://flat.badgen.net/discord/members/ZmtBAhwWhy?icon=discord
|
||||
[discord link]: https://discord.gg/ZmtBAhwWhy
|
||||
[github forks badge]: https://flat.badgen.net/github/forks/invoke-ai/InvokeAI?icon=github
|
||||
[github forks link]: https://useful-forks.github.io/?repo=lstein%2Fstable-diffusion
|
||||
[github open issues badge]: https://flat.badgen.net/github/open-issues/invoke-ai/InvokeAI?icon=github
|
||||
[github open issues link]: https://github.com/invoke-ai/InvokeAI/issues?q=is%3Aissue+is%3Aopen
|
||||
[github open prs badge]: https://flat.badgen.net/github/open-prs/invoke-ai/InvokeAI?icon=github
|
||||
[github open prs link]: https://github.com/invoke-ai/InvokeAI/pulls?q=is%3Apr+is%3Aopen
|
||||
[github stars badge]: https://flat.badgen.net/github/stars/invoke-ai/InvokeAI?icon=github
|
||||
[github forks badge]:
|
||||
https://flat.badgen.net/github/forks/invoke-ai/InvokeAI?icon=github
|
||||
[github forks link]:
|
||||
https://useful-forks.github.io/?repo=lstein%2Fstable-diffusion
|
||||
[github open issues badge]:
|
||||
https://flat.badgen.net/github/open-issues/invoke-ai/InvokeAI?icon=github
|
||||
[github open issues link]:
|
||||
https://github.com/invoke-ai/InvokeAI/issues?q=is%3Aissue+is%3Aopen
|
||||
[github open prs badge]:
|
||||
https://flat.badgen.net/github/open-prs/invoke-ai/InvokeAI?icon=github
|
||||
[github open prs link]:
|
||||
https://github.com/invoke-ai/InvokeAI/pulls?q=is%3Apr+is%3Aopen
|
||||
[github stars badge]:
|
||||
https://flat.badgen.net/github/stars/invoke-ai/InvokeAI?icon=github
|
||||
[github stars link]: https://github.com/invoke-ai/InvokeAI/stargazers
|
||||
[latest commit to dev badge]: https://flat.badgen.net/github/last-commit/invoke-ai/InvokeAI/development?icon=github&color=yellow&label=last%20dev%20commit&cache=900
|
||||
[latest commit to dev link]: https://github.com/invoke-ai/InvokeAI/commits/development
|
||||
[latest release badge]: https://flat.badgen.net/github/release/invoke-ai/InvokeAI/development?icon=github
|
||||
[latest commit to dev badge]:
|
||||
https://flat.badgen.net/github/last-commit/invoke-ai/InvokeAI/development?icon=github&color=yellow&label=last%20dev%20commit&cache=900
|
||||
[latest commit to dev link]:
|
||||
https://github.com/invoke-ai/InvokeAI/commits/development
|
||||
[latest release badge]:
|
||||
https://flat.badgen.net/github/release/invoke-ai/InvokeAI/development?icon=github
|
||||
[latest release link]: https://github.com/invoke-ai/InvokeAI/releases
|
||||
|
||||
</div>
|
||||
|
||||
<a href="https://github.com/invoke-ai/InvokeAI">InvokeAI</a> is an
|
||||
implementation of Stable Diffusion, the open source text-to-image and
|
||||
image-to-image generator. It provides a streamlined process with
|
||||
various new features and options to aid the image generation
|
||||
process. It runs on Windows, Mac and Linux machines, and runs on GPU
|
||||
cards with as little as 4 GB or RAM.
|
||||
image-to-image generator. It provides a streamlined process with various new
|
||||
features and options to aid the image generation process. It runs on Windows,
|
||||
Mac and Linux machines, and runs on GPU cards with as little as 4 GB or RAM.
|
||||
|
||||
**Quick links**: [<a href="https://discord.gg/NwVCmKwY">Discord Server</a>] [<a href="https://github.com/invoke-ai/InvokeAI/">Code and Downloads</a>] [<a href="https://github.com/invoke-ai/InvokeAI/issues">Bug Reports</a>] [<a href="https://github.com/invoke-ai/InvokeAI/discussions">Discussion, Ideas & Q&A</a>]
|
||||
**Quick links**: [<a href="https://discord.gg/NwVCmKwY">Discord Server</a>] [<a
|
||||
href="https://github.com/invoke-ai/InvokeAI/">Code and Downloads</a>] [<a
|
||||
href="https://github.com/invoke-ai/InvokeAI/issues">Bug Reports</a>] [<a
|
||||
href="https://github.com/invoke-ai/InvokeAI/discussions">Discussion, Ideas &
|
||||
Q&A</a>]
|
||||
|
||||
<div align="center"><img src="assets/invoke-web-server-1.png" width=640></div>
|
||||
|
||||
@ -62,8 +84,8 @@ cards with as little as 4 GB or RAM.
|
||||
|
||||
## :octicons-package-dependencies-24: Installation
|
||||
|
||||
This fork is supported across multiple platforms. You can find individual installation instructions
|
||||
below.
|
||||
This fork is supported across multiple platforms. You can find individual
|
||||
installation instructions below.
|
||||
|
||||
- :fontawesome-brands-linux: [Linux](installation/INSTALL_LINUX.md)
|
||||
- :fontawesome-brands-windows: [Windows](installation/INSTALL_WINDOWS.md)
|
||||
@ -84,7 +106,8 @@ You wil need one of the following:
|
||||
|
||||
### :fontawesome-regular-hard-drive: Disk
|
||||
|
||||
- At least 12 GB of free disk space for the machine learning model, Python, and all its dependencies.
|
||||
- At least 12 GB of free disk space for the machine learning model, Python, and
|
||||
all its dependencies.
|
||||
|
||||
!!! info
|
||||
|
||||
@ -103,73 +126,127 @@ You wil need one of the following:
|
||||
|
||||
## :octicons-log-16: Latest Changes
|
||||
|
||||
### v2.1.0 <small>(2 November 2022)</small>
|
||||
|
||||
- [Inpainting](https://invoke-ai.github.io/InvokeAI/features/INPAINTING/)
|
||||
support in the WebGUI
|
||||
- Greatly improved navigation and user experience in the
|
||||
[WebGUI](https://invoke-ai.github.io/InvokeAI/features/WEB/)
|
||||
- The prompt syntax has been enhanced with
|
||||
[prompt weighting, cross-attention and prompt merging](https://invoke-ai.github.io/InvokeAI/features/PROMPTS/).
|
||||
- You can now load
|
||||
[multiple models and switch among them quickly](https://docs.google.com/presentation/d/1WywGA1rny7bpFh7CLSdTr4nNpVKdlUeT0Bj0jCsILyU/edit?usp=sharing)
|
||||
without leaving the CLI.
|
||||
- The installation process (via `scripts/preload_models.py`) now lets you select
|
||||
among several popular
|
||||
[Stable Diffusion models](https://invoke-ai.github.io/InvokeAI/installation/INSTALLING_MODELS/)
|
||||
and downloads and installs them on your behalf. Among other models, this
|
||||
script will install the current Stable Diffusion 1.5 model as well as a
|
||||
StabilityAI variable autoencoder (VAE) which improves face generation.
|
||||
- Tired of struggling with photoeditors to get the masked region of for
|
||||
inpainting just right? Let the AI make the mask for you using
|
||||
[text masking](https://docs.google.com/presentation/d/1pWoY510hCVjz0M6X9CBbTznZgW2W5BYNKrmZm7B45q8/edit#slide=id.p).
|
||||
This feature allows you to specify the part of the image to paint over using
|
||||
just English-language phrases.
|
||||
- Tired of seeing the head of your subjects cropped off? Uncrop them in the CLI
|
||||
with the
|
||||
[outcrop feature](https://invoke-ai.github.io/InvokeAI/features/OUTPAINTING/#outcrop).
|
||||
- Tired of seeing your subject's bodies duplicated or mangled when generating
|
||||
larger-dimension images? Check out the `--hires` option in the CLI, or select
|
||||
the corresponding toggle in the WebGUI.
|
||||
- We now support textual inversion and fine-tune .bin styles and subjects from
|
||||
the Hugging Face archive of
|
||||
[SD Concepts](https://huggingface.co/sd-concepts-library). Load the .bin file
|
||||
using the `--embedding_path` option. (The next version will support merging
|
||||
and loading of multiple simultaneous models).
|
||||
- ...
|
||||
|
||||
### v2.0.1 <small>(13 October 2022)</small>
|
||||
|
||||
- fix noisy images at high step count when using k* samplers
|
||||
- dream.py script now calls invoke.py module directly rather than
|
||||
via a new python process (which could break the environment)
|
||||
- fix noisy images at high step count when using k\* samplers
|
||||
- dream.py script now calls invoke.py module directly rather than via a new
|
||||
python process (which could break the environment)
|
||||
|
||||
### v2.0.0 <small>(9 October 2022)</small>
|
||||
|
||||
- `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains
|
||||
for backward compatibility.
|
||||
- `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains for
|
||||
backward compatibility.
|
||||
- Completely new WebGUI - launch with `python3 scripts/invoke.py --web`
|
||||
- Support for <a href="https://invoke-ai.github.io/InvokeAI/features/INPAINTING/">inpainting</a> and <a href="https://invoke-ai.github.io/InvokeAI/features/OUTPAINTING/">outpainting</a>
|
||||
- img2img runs on all k* samplers
|
||||
- Support for <a href="https://invoke-ai.github.io/InvokeAI/features/PROMPTS/#negative-and-unconditioned-prompts">negative prompts</a>
|
||||
- Support for
|
||||
<a href="https://invoke-ai.github.io/InvokeAI/features/INPAINTING/">inpainting</a>
|
||||
and
|
||||
<a href="https://invoke-ai.github.io/InvokeAI/features/OUTPAINTING/">outpainting</a>
|
||||
- img2img runs on all k\* samplers
|
||||
- Support for
|
||||
<a href="https://invoke-ai.github.io/InvokeAI/features/PROMPTS/#negative-and-unconditioned-prompts">negative
|
||||
prompts</a>
|
||||
- Support for CodeFormer face reconstruction
|
||||
- Support for Textual Inversion on Macintoshes
|
||||
- Support in both WebGUI and CLI for <a href="https://invoke-ai.github.io/InvokeAI/features/POSTPROCESS/">post-processing of previously-generated images</a>
|
||||
using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E infinite canvas),
|
||||
and "embiggen" upscaling. See the `!fix` command.
|
||||
- New `--hires` option on `invoke>` line allows <a href="https://invoke-ai.github.io/InvokeAI/features/CLI/#txt2img">larger images to be created without duplicating elements</a>, at the cost of some performance.
|
||||
- New `--perlin` and `--threshold` options allow you to add and control variation
|
||||
during image generation (see <a href="https://github.com/invoke-ai/InvokeAI/blob/main/docs/features/OTHER.md#thresholding-and-perlin-noise-initialization-options">Thresholding and Perlin Noise Initialization</a>
|
||||
- Extensive metadata now written into PNG files, allowing reliable regeneration of images
|
||||
and tweaking of previous settings.
|
||||
- Command-line completion in `invoke.py` now works on Windows, Linux and Mac platforms.
|
||||
- Improved <a href="https://invoke-ai.github.io/InvokeAI/features/CLI/">command-line completion behavior</a>.
|
||||
New commands added:
|
||||
- Support in both WebGUI and CLI for
|
||||
<a href="https://invoke-ai.github.io/InvokeAI/features/POSTPROCESS/">post-processing
|
||||
of previously-generated images</a> using facial reconstruction, ESRGAN
|
||||
upscaling, outcropping (similar to DALL-E infinite canvas), and "embiggen"
|
||||
upscaling. See the `!fix` command.
|
||||
- New `--hires` option on `invoke>` line allows
|
||||
<a href="https://invoke-ai.github.io/InvokeAI/features/CLI/#txt2img">larger
|
||||
images to be created without duplicating elements</a>, at the cost of some
|
||||
performance.
|
||||
- New `--perlin` and `--threshold` options allow you to add and control
|
||||
variation during image generation (see
|
||||
<a href="https://github.com/invoke-ai/InvokeAI/blob/main/docs/features/OTHER.md#thresholding-and-perlin-noise-initialization-options">Thresholding
|
||||
and Perlin Noise Initialization</a>
|
||||
- Extensive metadata now written into PNG files, allowing reliable regeneration
|
||||
of images and tweaking of previous settings.
|
||||
- Command-line completion in `invoke.py` now works on Windows, Linux and Mac
|
||||
platforms.
|
||||
- Improved
|
||||
<a href="https://invoke-ai.github.io/InvokeAI/features/CLI/">command-line
|
||||
completion behavior</a>. New commands added:
|
||||
- List command-line history with `!history`
|
||||
- Search command-line history with `!search`
|
||||
- Clear history with `!clear`
|
||||
- Deprecated `--full_precision` / `-F`. Simply omit it and `invoke.py` will auto
|
||||
configure. To switch away from auto use the new flag like `--precision=float32`.
|
||||
configure. To switch away from auto use the new flag like
|
||||
`--precision=float32`.
|
||||
|
||||
For older changelogs, please visit the **[CHANGELOG](CHANGELOG.md#v114-11-september-2022)**.
|
||||
For older changelogs, please visit the
|
||||
**[CHANGELOG](CHANGELOG/#v114-11-september-2022)**.
|
||||
|
||||
## :material-target: Troubleshooting
|
||||
|
||||
Please check out our **[:material-frequently-asked-questions: Q&A](help/TROUBLESHOOT.md)** to get solutions for common installation
|
||||
problems and other issues.
|
||||
Please check out our
|
||||
**[:material-frequently-asked-questions: Q&A](help/TROUBLESHOOT.md)** to get
|
||||
solutions for common installation problems and other issues.
|
||||
|
||||
## :octicons-repo-push-24: Contributing
|
||||
|
||||
Anyone who wishes to contribute to this project, whether documentation, features, bug fixes, code
|
||||
cleanup, testing, or code reviews, is very much encouraged to do so. If you are unfamiliar with how
|
||||
to contribute to GitHub projects, here is a
|
||||
Anyone who wishes to contribute to this project, whether documentation,
|
||||
features, bug fixes, code cleanup, testing, or code reviews, is very much
|
||||
encouraged to do so. If you are unfamiliar with how to contribute to GitHub
|
||||
projects, here is a
|
||||
[Getting Started Guide](https://opensource.com/article/19/7/create-pull-request-github).
|
||||
|
||||
A full set of contribution guidelines, along with templates, are in progress, but for now the most
|
||||
important thing is to **make your pull request against the "development" branch**, and not against
|
||||
"main". This will help keep public breakage to a minimum and will allow you to propose more radical
|
||||
changes.
|
||||
A full set of contribution guidelines, along with templates, are in progress,
|
||||
but for now the most important thing is to **make your pull request against the
|
||||
"development" branch**, and not against "main". This will help keep public
|
||||
breakage to a minimum and will allow you to propose more radical changes.
|
||||
|
||||
## :octicons-person-24: Contributors
|
||||
|
||||
This fork is a combined effort of various people from across the world.
|
||||
[Check out the list of all these amazing people](other/CONTRIBUTORS.md). We thank them for their
|
||||
time, hard work and effort.
|
||||
[Check out the list of all these amazing people](other/CONTRIBUTORS.md). We
|
||||
thank them for their time, hard work and effort.
|
||||
|
||||
## :octicons-question-24: Support
|
||||
|
||||
For support, please use this repository's GitHub Issues tracking service. Feel free to send me an
|
||||
email if you use and like the script.
|
||||
For support, please use this repository's GitHub Issues tracking service. Feel
|
||||
free to send me an email if you use and like the script.
|
||||
|
||||
Original portions of the software are Copyright (c) 2020
|
||||
[Lincoln D. Stein](https://github.com/lstein)
|
||||
|
||||
## :octicons-book-24: Further Reading
|
||||
|
||||
Please see the original README for more information on this software and underlying algorithm,
|
||||
located in the file [README-CompViz.md](other/README-CompViz.md).
|
||||
Please see the original README for more information on this software and
|
||||
underlying algorithm, located in the file
|
||||
[README-CompViz.md](other/README-CompViz.md).
|
||||
|
||||
Loading…
Reference in New Issue
Block a user