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lucataco /animate-diff:beecf59c
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=lucataco/animate-diff
or set up a project from scratch
Install Replicate’s Node.js client library:
npm install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import and set up the client:
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run lucataco/animate-diff using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"lucataco/animate-diff:beecf59c4aee8d81bf04f0381033dfa10dc16e845b4ae00d281e2fa377e48a9f",
{
input: {
path: "toonyou_beta3.safetensors",
seed: 255224557,
steps: 25,
prompt: "masterpiece, best quality, 1girl, solo, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes",
n_prompt: "badhandv4, easynegative, ng_deepnegative_v1_75t, verybadimagenegative_v1.3, bad-artist, bad_prompt_version2-neg, teeth",
motion_module: "mm_sd_v14",
guidance_scale: 7.5
}
}
);
console.log(output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:
pip install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import the client:
import replicateRun lucataco/animate-diff using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"lucataco/animate-diff:beecf59c4aee8d81bf04f0381033dfa10dc16e845b4ae00d281e2fa377e48a9f",
input={
"path": "toonyou_beta3.safetensors",
"seed": 255224557,
"steps": 25,
"prompt": "masterpiece, best quality, 1girl, solo, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes",
"n_prompt": "badhandv4, easynegative, ng_deepnegative_v1_75t, verybadimagenegative_v1.3, bad-artist, bad_prompt_version2-neg, teeth",
"motion_module": "mm_sd_v14",
"guidance_scale": 7.5
}
)
print(output)To learn more, take a look at the guide on getting started with Python.
Set the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Run lucataco/animate-diff using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "beecf59c4aee8d81bf04f0381033dfa10dc16e845b4ae00d281e2fa377e48a9f",
"input": {
"path": "toonyou_beta3.safetensors",
"seed": 255224557,
"steps": 25,
"prompt": "masterpiece, best quality, 1girl, solo, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes",
"n_prompt": "badhandv4, easynegative, ng_deepnegative_v1_75t, verybadimagenegative_v1.3, bad-artist, bad_prompt_version2-neg, teeth",
"motion_module": "mm_sd_v14",
"guidance_scale": 7.5
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Add a payment method to run this model.
Sign in with GitHub
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terms of service and privacy policy
Output
{
"completed_at": "2024-03-28T18:23:42.527367Z",
"created_at": "2024-03-28T18:22:06.915013Z",
"data_removed": false,
"error": null,
"id": "kenvfm3blv37ggkxxx36zogvym",
"input": {
"path": "toonyou_beta3.safetensors",
"seed": 255224557,
"steps": 25,
"prompt": "masterpiece, best quality, 1girl, solo, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes",
"n_prompt": "badhandv4, easynegative, ng_deepnegative_v1_75t, verybadimagenegative_v1.3, bad-artist, bad_prompt_version2-neg, teeth",
"motion_module": "mm_sd_v14",
"guidance_scale": 7.5
},
"logs": "loaded temporal unet's pretrained weights from /AnimateDiff/models/StableDiffusion/stable-diffusion-v1-5/unet ...\n### missing keys: 560;\n### unexpected keys: 0;\n### Temporal Module Parameters: 417.1376 M\nUsing seed: 255224557\nsampling: masterpiece, best quality, 1girl, solo, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes ...\n 0%| | 0/25 [00:00<?, ?it/s]\n 4%|▍ | 1/25 [00:01<00:38, 1.59s/it]\n 8%|▊ | 2/25 [00:03<00:36, 1.59s/it]\n 12%|█▏ | 3/25 [00:04<00:34, 1.59s/it]\n 16%|█▌ | 4/25 [00:06<00:33, 1.59s/it]\n 20%|██ | 5/25 [00:07<00:31, 1.59s/it]\n 24%|██▍ | 6/25 [00:09<00:30, 1.59s/it]\n 28%|██▊ | 7/25 [00:11<00:28, 1.59s/it]\n 32%|███▏ | 8/25 [00:12<00:27, 1.59s/it]\n 36%|███▌ | 9/25 [00:14<00:25, 1.59s/it]\n 40%|████ | 10/25 [00:15<00:23, 1.59s/it]\n 44%|████▍ | 11/25 [00:17<00:22, 1.59s/it]\n 48%|████▊ | 12/25 [00:19<00:20, 1.59s/it]\n 52%|█████▏ | 13/25 [00:20<00:19, 1.59s/it]\n 56%|█████▌ | 14/25 [00:22<00:17, 1.59s/it]\n 60%|██████ | 15/25 [00:23<00:15, 1.59s/it]\n 64%|██████▍ | 16/25 [00:25<00:14, 1.59s/it]\n 68%|██████▊ | 17/25 [00:27<00:12, 1.59s/it]\n 72%|███████▏ | 18/25 [00:28<00:11, 1.59s/it]\n 76%|███████▌ | 19/25 [00:30<00:09, 1.59s/it]\n 80%|████████ | 20/25 [00:31<00:07, 1.59s/it]\n 84%|████████▍ | 21/25 [00:33<00:06, 1.59s/it]\n 88%|████████▊ | 22/25 [00:35<00:04, 1.59s/it]\n 92%|█████████▏| 23/25 [00:36<00:03, 1.59s/it]\n 96%|█████████▌| 24/25 [00:38<00:01, 1.59s/it]\n100%|██████████| 25/25 [00:39<00:00, 1.59s/it]\n100%|██████████| 25/25 [00:39<00:00, 1.59s/it]\n 0%| | 0/16 [00:00<?, ?it/s]\n 31%|███▏ | 5/16 [00:00<00:00, 46.80it/s]\n 62%|██████▎ | 10/16 [00:00<00:00, 24.55it/s]\n 88%|████████▊ | 14/16 [00:00<00:00, 21.66it/s]\n100%|██████████| 16/16 [00:00<00:00, 22.73it/s]\nffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\nbuilt with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\nlibavutil 56. 70.100 / 56. 70.100\nlibavcodec 58.134.100 / 58.134.100\nlibavformat 58. 76.100 / 58. 76.100\nlibavdevice 58. 13.100 / 58. 13.100\nlibavfilter 7.110.100 / 7.110.100\nlibswscale 5. 9.100 / 5. 9.100\nlibswresample 3. 9.100 / 3. 9.100\nlibpostproc 55. 9.100 / 55. 9.100\nInput #0, gif, from 'output.gif':\nDuration: 00:00:02.08, start: 0.000000, bitrate: 6722 kb/s\nStream #0:0: Video: gif, bgra, 512x512, 7.67 fps, 23.08 tbr, 100 tbn, 100 tbc\nStream mapping:\nStream #0:0 -> #0:0 (gif (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\n[libx264 @ 0x557ff6e9a080] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2\n[libx264 @ 0x557ff6e9a080] profile High, level 3.0, 4:2:0, 8-bit\n[libx264 @ 0x557ff6e9a080] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=23 scenecut=40 intra_refresh=0 rc=cqp mbtree=0 qp=17 ip_ratio=1.40 pb_ratio=1.30 aq=0\nOutput #0, mp4, to '/tmp/tmp3xgjte17/out.mp4':\nMetadata:\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 512x512, q=2-31, 23.08 fps, 17728 tbn\nMetadata:\nencoder : Lavc58.134.100 libx264\nSide data:\ncpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\nframe= 3 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A dup=2 drop=0 speed=N/A\n[mp4 @ 0x557ff6e98e80] Starting second pass: moving the moov atom to the beginning of the file\nframe= 48 fps=0.0 q=-1.0 Lsize= 696kB time=00:00:01.94 bitrate=2924.6kbits/s dup=32 drop=0 speed=7.18x\nvideo:695kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.200772%\n[libx264 @ 0x557ff6e9a080] frame I:1 Avg QP:14.00 size: 64566\n[libx264 @ 0x557ff6e9a080] frame P:12 Avg QP:17.00 size: 44144\n[libx264 @ 0x557ff6e9a080] frame B:35 Avg QP:18.66 size: 3323\n[libx264 @ 0x557ff6e9a080] consecutive B-frames: 2.1% 0.0% 6.2% 91.7%\n[libx264 @ 0x557ff6e9a080] mb I I16..4: 6.3% 20.0% 73.6%\n[libx264 @ 0x557ff6e9a080] mb P I16..4: 5.6% 18.1% 36.8% P16..4: 11.3% 16.5% 11.6% 0.0% 0.0% skip: 0.1%\n[libx264 @ 0x557ff6e9a080] mb B I16..4: 0.3% 0.8% 2.3% B16..8: 3.5% 1.9% 1.1% direct: 1.0% skip:89.1% L0:43.5% L1:36.2% BI:20.2%\n[libx264 @ 0x557ff6e9a080] 8x8 transform intra:27.9% inter:33.2%\n[libx264 @ 0x557ff6e9a080] coded y,uvDC,uvAC intra: 74.8% 93.3% 84.6% inter: 13.4% 17.0% 11.7%\n[libx264 @ 0x557ff6e9a080] i16 v,h,dc,p: 36% 28% 15% 21%\n[libx264 @ 0x557ff6e9a080] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 15% 12% 16% 9% 11% 11% 10% 8% 8%\n[libx264 @ 0x557ff6e9a080] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 21% 14% 15% 8% 11% 10% 9% 7% 6%\n[libx264 @ 0x557ff6e9a080] i8c dc,h,v,p: 51% 17% 19% 13%\n[libx264 @ 0x557ff6e9a080] Weighted P-Frames: Y:58.3% UV:58.3%\n[libx264 @ 0x557ff6e9a080] ref P L0: 49.1% 18.4% 20.0% 7.2% 5.3%\n[libx264 @ 0x557ff6e9a080] ref B L0: 74.2% 9.9% 15.9%\n[libx264 @ 0x557ff6e9a080] ref B L1: 99.5% 0.5%\n[libx264 @ 0x557ff6e9a080] kb/s:2733.88\nsaved to file",
"metrics": {
"predict_time": 53.580551,
"total_time": 95.612354
},
"output": "https://replicate.delivery/pbxt/FeVB9R2sarznfUHHxQxIvoEtpidL2HGtvnzK61dmhsJuesJlA/out.mp4",
"started_at": "2024-03-28T18:22:48.946816Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/kenvfm3blv37ggkxxx36zogvym",
"cancel": "https://api.replicate.com/v1/predictions/kenvfm3blv37ggkxxx36zogvym/cancel"
},
"version": "beecf59c4aee8d81bf04f0381033dfa10dc16e845b4ae00d281e2fa377e48a9f"
}Generated in
loaded temporal unet's pretrained weights from /AnimateDiff/models/StableDiffusion/stable-diffusion-v1-5/unet ...
### missing keys: 560;
### unexpected keys: 0;
### Temporal Module Parameters: 417.1376 M
Using seed: 255224557
sampling: masterpiece, best quality, 1girl, solo, cherry blossoms, hanami, pink flower, white flower, spring season, wisteria, petals, flower, plum blossoms, outdoors, falling petals, white hair, black eyes ...
0%| | 0/25 [00:00<?, ?it/s]
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8%|▊ | 2/25 [00:03<00:36, 1.59s/it]
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16%|█▌ | 4/25 [00:06<00:33, 1.59s/it]
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0%| | 0/16 [00:00<?, ?it/s]
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62%|██████▎ | 10/16 [00:00<00:00, 24.55it/s]
88%|████████▊ | 14/16 [00:00<00:00, 21.66it/s]
100%|██████████| 16/16 [00:00<00:00, 22.73it/s]
ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers
built with gcc 11 (Ubuntu 11.2.0-19ubuntu1)
configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared
libavutil 56. 70.100 / 56. 70.100
libavcodec 58.134.100 / 58.134.100
libavformat 58. 76.100 / 58. 76.100
libavdevice 58. 13.100 / 58. 13.100
libavfilter 7.110.100 / 7.110.100
libswscale 5. 9.100 / 5. 9.100
libswresample 3. 9.100 / 3. 9.100
libpostproc 55. 9.100 / 55. 9.100
Input #0, gif, from 'output.gif':
Duration: 00:00:02.08, start: 0.000000, bitrate: 6722 kb/s
Stream #0:0: Video: gif, bgra, 512x512, 7.67 fps, 23.08 tbr, 100 tbn, 100 tbc
Stream mapping:
Stream #0:0 -> #0:0 (gif (native) -> h264 (libx264))
Press [q] to stop, [?] for help
[libx264 @ 0x557ff6e9a080] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2
[libx264 @ 0x557ff6e9a080] profile High, level 3.0, 4:2:0, 8-bit
[libx264 @ 0x557ff6e9a080] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=15 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=23 scenecut=40 intra_refresh=0 rc=cqp mbtree=0 qp=17 ip_ratio=1.40 pb_ratio=1.30 aq=0
Output #0, mp4, to '/tmp/tmp3xgjte17/out.mp4':
Metadata:
encoder : Lavf58.76.100
Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 512x512, q=2-31, 23.08 fps, 17728 tbn
Metadata:
encoder : Lavc58.134.100 libx264
Side data:
cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A
frame= 3 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A dup=2 drop=0 speed=N/A
[mp4 @ 0x557ff6e98e80] Starting second pass: moving the moov atom to the beginning of the file
frame= 48 fps=0.0 q=-1.0 Lsize= 696kB time=00:00:01.94 bitrate=2924.6kbits/s dup=32 drop=0 speed=7.18x
video:695kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.200772%
[libx264 @ 0x557ff6e9a080] frame I:1 Avg QP:14.00 size: 64566
[libx264 @ 0x557ff6e9a080] frame P:12 Avg QP:17.00 size: 44144
[libx264 @ 0x557ff6e9a080] frame B:35 Avg QP:18.66 size: 3323
[libx264 @ 0x557ff6e9a080] consecutive B-frames: 2.1% 0.0% 6.2% 91.7%
[libx264 @ 0x557ff6e9a080] mb I I16..4: 6.3% 20.0% 73.6%
[libx264 @ 0x557ff6e9a080] mb P I16..4: 5.6% 18.1% 36.8% P16..4: 11.3% 16.5% 11.6% 0.0% 0.0% skip: 0.1%
[libx264 @ 0x557ff6e9a080] mb B I16..4: 0.3% 0.8% 2.3% B16..8: 3.5% 1.9% 1.1% direct: 1.0% skip:89.1% L0:43.5% L1:36.2% BI:20.2%
[libx264 @ 0x557ff6e9a080] 8x8 transform intra:27.9% inter:33.2%
[libx264 @ 0x557ff6e9a080] coded y,uvDC,uvAC intra: 74.8% 93.3% 84.6% inter: 13.4% 17.0% 11.7%
[libx264 @ 0x557ff6e9a080] i16 v,h,dc,p: 36% 28% 15% 21%
[libx264 @ 0x557ff6e9a080] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 15% 12% 16% 9% 11% 11% 10% 8% 8%
[libx264 @ 0x557ff6e9a080] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 21% 14% 15% 8% 11% 10% 9% 7% 6%
[libx264 @ 0x557ff6e9a080] i8c dc,h,v,p: 51% 17% 19% 13%
[libx264 @ 0x557ff6e9a080] Weighted P-Frames: Y:58.3% UV:58.3%
[libx264 @ 0x557ff6e9a080] ref P L0: 49.1% 18.4% 20.0% 7.2% 5.3%
[libx264 @ 0x557ff6e9a080] ref B L0: 74.2% 9.9% 15.9%
[libx264 @ 0x557ff6e9a080] ref B L1: 99.5% 0.5%
[libx264 @ 0x557ff6e9a080] kb/s:2733.88
saved to file