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pschaldenbrand /text2video:aecb4d85
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=pschaldenbrand/text2video
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 pschaldenbrand/text2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"pschaldenbrand/text2video:aecb4d8545c9456f101d37d85ef14641ab98b336156a1465c1a544613ee82c38",
{
input: {
fast: false,
width: 640,
height: 360,
prompts: "The dog is walking through a beautiful forest&A dog flying into the night sky",
frame_rate: 8,
temperature: 30,
frames_per_promt: 40
}
}
);
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 pschaldenbrand/text2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"pschaldenbrand/text2video:aecb4d8545c9456f101d37d85ef14641ab98b336156a1465c1a544613ee82c38",
input={
"fast": False,
"width": 640,
"height": 360,
"prompts": "The dog is walking through a beautiful forest&A dog flying into the night sky",
"frame_rate": 8,
"temperature": 30,
"frames_per_promt": 40
}
)
# The pschaldenbrand/text2video model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
# https://replicate.com/pschaldenbrand/text2video/api#output-schema
print(item)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 pschaldenbrand/text2video 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": "aecb4d8545c9456f101d37d85ef14641ab98b336156a1465c1a544613ee82c38",
"input": {
"fast": false,
"width": 640,
"height": 360,
"prompts": "The dog is walking through a beautiful forest&A dog flying into the night sky",
"frame_rate": 8,
"temperature": 30,
"frames_per_promt": 40
}
}' \
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": "2022-10-23T17:22:07.163325Z",
"created_at": "2022-10-23T17:19:02.412869Z",
"data_removed": false,
"error": null,
"id": "5cdcmxg5ovbyfdl633uriwmxii",
"input": {
"fast": false,
"width": 640,
"height": 360,
"prompts": "The dog is walking through a beautiful forest&A dog flying into the night sky",
"frame_rate": 8,
"temperature": 30,
"frames_per_promt": 40
},
"logs": "0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:02<05:36, 2.83s/it]\n 2%|▏ | 2/120 [00:04<04:03, 2.06s/it]\n 2%|▎ | 3/120 [00:05<03:31, 1.81s/it]\n 3%|▎ | 4/120 [00:07<03:15, 1.69s/it]\n 4%|▍ | 5/120 [00:08<03:09, 1.64s/it]\n 5%|▌ | 6/120 [00:10<03:01, 1.59s/it]\n 6%|▌ | 7/120 [00:11<02:58, 1.58s/it]\n 7%|▋ | 8/120 [00:13<02:53, 1.55s/it]\n 8%|▊ | 9/120 [00:14<02:51, 1.54s/it]\n 8%|▊ | 10/120 [00:16<02:49, 1.54s/it]\n 9%|▉ | 11/120 [00:18<02:47, 1.54s/it]\n 10%|█ | 12/120 [00:19<02:47, 1.55s/it]\n 11%|█ | 13/120 [00:21<02:45, 1.54s/it]\n 12%|█▏ | 14/120 [00:22<02:43, 1.54s/it]\n 12%|█▎ | 15/120 [00:24<02:42, 1.55s/it]\n 13%|█▎ | 16/120 [00:25<02:41, 1.55s/it]\n 14%|█▍ | 17/120 [00:27<02:38, 1.54s/it]\n 15%|█▌ | 18/120 [00:28<02:37, 1.54s/it]\n 16%|█▌ | 19/120 [00:30<02:35, 1.54s/it]\n 17%|█▋ | 20/120 [00:31<02:34, 1.54s/it]\n 18%|█▊ | 21/120 [00:33<02:32, 1.54s/it]\n 18%|█▊ | 22/120 [00:35<02:30, 1.54s/it]\n 19%|█▉ | 23/120 [00:36<02:28, 1.53s/it]\n 20%|██ | 24/120 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[02:18<00:45, 1.50s/it]\n 76%|███████▌ | 91/120 [02:19<00:43, 1.51s/it]\n 77%|███████▋ | 92/120 [02:21<00:42, 1.51s/it]\n 78%|███████▊ | 93/120 [02:22<00:40, 1.50s/it]\n 78%|███████▊ | 94/120 [02:24<00:38, 1.50s/it]\n 79%|███████▉ | 95/120 [02:25<00:37, 1.50s/it]\n 80%|████████ | 96/120 [02:27<00:36, 1.50s/it]\n 81%|████████ | 97/120 [02:28<00:34, 1.50s/it]\n 82%|████████▏ | 98/120 [02:30<00:32, 1.50s/it]\n 82%|████████▎ | 99/120 [02:31<00:31, 1.49s/it]\n 83%|████████▎ | 100/120 [02:33<00:29, 1.49s/it]\n 84%|████████▍ | 101/120 [02:34<00:28, 1.49s/it]\n 85%|████████▌ | 102/120 [02:36<00:26, 1.50s/it]\n 86%|████████▌ | 103/120 [02:37<00:25, 1.51s/it]\n 87%|████████▋ | 104/120 [02:39<00:24, 1.51s/it]\n 88%|████████▊ | 105/120 [02:40<00:22, 1.50s/it]\n 88%|████████▊ | 106/120 [02:42<00:20, 1.49s/it]\n 89%|████████▉ | 107/120 [02:43<00:19, 1.49s/it]\n 90%|█████████ | 108/120 [02:45<00:17, 1.49s/it]\n 91%|█████████ | 109/120 [02:46<00:16, 1.49s/it]\n 92%|█████████▏| 110/120 [02:48<00:14, 1.50s/it]\n 92%|█████████▎| 111/120 [02:49<00:13, 1.49s/it]\n 93%|█████████▎| 112/120 [02:51<00:11, 1.49s/it]\n 94%|█████████▍| 113/120 [02:52<00:10, 1.48s/it]\n 95%|█████████▌| 114/120 [02:54<00:08, 1.49s/it]\n 96%|█████████▌| 115/120 [02:55<00:07, 1.49s/it]\n 97%|█████████▋| 116/120 [02:57<00:05, 1.49s/it]\n 98%|█████████▊| 117/120 [02:58<00:04, 1.50s/it]\n 98%|█████████▊| 118/120 [03:00<00:03, 1.51s/it]\n 99%|█████████▉| 119/120 [03:01<00:01, 1.51s/it]\n100%|██████████| 120/120 [03:03<00:00, 1.51s/it]ffmpeg version 4.2.7-0ubuntu0.1 Copyright (c) 2000-2022 the FFmpeg developers\n built with gcc 9 (Ubuntu 9.4.0-1ubuntu1~20.04.1)\n configuration: --prefix=/usr --extra-version=0ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --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-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\n libavutil 56. 31.100 / 56. 31.100\n libavcodec 58. 54.100 / 58. 54.100\n libavformat 58. 29.100 / 58. 29.100\n libavdevice 58. 8.100 / 58. 8.100\n libavfilter 7. 57.100 / 7. 57.100\n libavresample 4. 0. 0 / 4. 0. 0\n libswscale 5. 5.100 / 5. 5.100\n libswresample 3. 5.100 / 3. 5.100\n libpostproc 55. 5.100 / 55. 5.100\nInput #0, image2, from 'cog_out/frame%06d.jpg':\n Duration: 00:00:03.20, start: 0.000000, bitrate: N/A\n Stream #0:0: Video: mjpeg (Baseline), yuvj420p(pc, bt470bg/unknown/unknown), 640x360 [SAR 1:1 DAR 16:9], 25 fps, 25 tbr, 25 tbn, 25 tbc\nStream mapping:\n Stream #0:0 -> #0:0 (mjpeg (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\n[swscaler @ 0x55d70599d880] deprecated pixel format used, make sure you did set range correctly\n[libx264 @ 0x55d705593840] using SAR=1/1\n[libx264 @ 0x55d705593840] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2\n[libx264 @ 0x55d705593840] profile High, level 2.2\n[libx264 @ 0x55d705593840] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - 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=11 lookahead_threads=1 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=8 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to 'cog_out/out.mp4':\n Metadata:\n encoder : Lavf58.29.100\n Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p, 640x360 [SAR 1:1 DAR 16:9], q=-1--1, 8 fps, 16384 tbn, 8 tbc\n Metadata:\n encoder : Lavc58.54.100 libx264\n Side data:\n cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1\nframe= 80 fps=0.0 q=-1.0 Lsize= 2060kB time=00:00:09.62 bitrate=1753.3kbits/s speed= 10x\nvideo:2058kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.086920%\n[libx264 @ 0x55d705593840] frame I:2 Avg QP:25.74 size: 37269\n[libx264 @ 0x55d705593840] frame P:20 Avg QP:27.24 size: 31342\n[libx264 @ 0x55d705593840] frame B:58 Avg QP:27.93 size: 24235\n[libx264 @ 0x55d705593840] consecutive B-frames: 2.5% 0.0% 7.5% 90.0%\n[libx264 @ 0x55d705593840] mb I I16..4: 0.0% 97.0% 3.0%\n[libx264 @ 0x55d705593840] mb P I16..4: 0.0% 86.6% 4.1% P16..4: 3.2% 3.8% 2.4% 0.0% 0.0% skip: 0.0%\n[libx264 @ 0x55d705593840] mb B I16..4: 0.0% 28.3% 4.7% B16..8: 16.5% 10.4% 6.1% direct:33.8% skip: 0.2% L0:33.7% L1:25.1% BI:41.2%\n[libx264 @ 0x55d705593840] 8x8 transform intra:90.8% inter:90.0%\n[libx264 @ 0x55d705593840] coded y,uvDC,uvAC intra: 98.8% 98.2% 71.4% inter: 96.5% 94.1% 25.9%\n[libx264 @ 0x55d705593840] i16 v,h,dc,p: 7% 7% 0% 86%\n[libx264 @ 0x55d705593840] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 20% 16% 15% 5% 8% 9% 8% 7% 11%\n[libx264 @ 0x55d705593840] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 19% 15% 9% 7% 10% 10% 10% 9% 10%\n[libx264 @ 0x55d705593840] i8c dc,h,v,p: 50% 23% 15% 11%\n[libx264 @ 0x55d705593840] Weighted P-Frames: Y:55.0% UV:55.0%\n[libx264 @ 0x55d705593840] ref P L0: 40.1% 16.4% 19.1% 18.1% 6.4%\n[libx264 @ 0x55d705593840] ref B L0: 86.8% 10.3% 2.9%\n[libx264 @ 0x55d705593840] ref B L1: 95.1% 4.9%\n[libx264 @ 0x55d705593840] kb/s:1685.59\n\n100%|██████████| 120/120 [03:04<00:00, 1.54s/it]",
"metrics": {
"predict_time": 184.779911,
"total_time": 184.750456
},
"output": [
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"https://replicate.delivery/pbxt/mHbRWxPVQSKAFVmebdd5ctH3Hv7qS3CfnQ8g0shyRKRKoy4PA/frame000005.jpg",
"https://replicate.delivery/pbxt/8NYsAa9gBNbxARQCfbHXLltIydMn3BxbwApKG70at2NJUZ8HA/frame000010.jpg",
"https://replicate.delivery/pbxt/Yaq3fzcWzw2WBaTcKGJ2nwmWR7Jey8ID7qWVsld3YkNaoy4PA/frame000015.jpg",
"https://replicate.delivery/pbxt/uKmLrXiYq6JYJNLWJZ01P1ViJrOjcVYOLFvWWieacDhQUZ8HA/frame000020.jpg",
"https://replicate.delivery/pbxt/QF13GA1e4ftfxIGIGLJlPuAjXfT0cA10HXPrf0YpMwOGFVGfD/frame000025.jpg",
"https://replicate.delivery/pbxt/akhcL4GZohaPMVvLTNlkMOzmfefpS8sReUDRm0cipczDjKjfB/frame000030.jpg",
"https://replicate.delivery/pbxt/uBIeRvoJSkRJOKmTKUW0CbcuAP6VXtrfIypjfH1NLzpuRlxfA/frame000035.jpg",
"https://replicate.delivery/pbxt/rASVJaUV2mqPDZr2pBO2V94iGzBOWeh7m9lyEVtjvc6foy4PA/out.mp4",
"https://replicate.delivery/pbxt/hszH7CFDQkbNB5LlMNe5FM7fI814v4RKr3Z4bIbvBpoApy4PA/out.mp4"
],
"started_at": "2022-10-23T17:19:02.383414Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/5cdcmxg5ovbyfdl633uriwmxii",
"cancel": "https://api.replicate.com/v1/predictions/5cdcmxg5ovbyfdl633uriwmxii/cancel"
},
"version": "aecb4d8545c9456f101d37d85ef14641ab98b336156a1465c1a544613ee82c38"
}Generated in
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100%|██████████| 120/120 [03:03<00:00, 1.51s/it]ffmpeg version 4.2.7-0ubuntu0.1 Copyright (c) 2000-2022 the FFmpeg developers
built with gcc 9 (Ubuntu 9.4.0-1ubuntu1~20.04.1)
configuration: --prefix=/usr --extra-version=0ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --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-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared
libavutil 56. 31.100 / 56. 31.100
libavcodec 58. 54.100 / 58. 54.100
libavformat 58. 29.100 / 58. 29.100
libavdevice 58. 8.100 / 58. 8.100
libavfilter 7. 57.100 / 7. 57.100
libavresample 4. 0. 0 / 4. 0. 0
libswscale 5. 5.100 / 5. 5.100
libswresample 3. 5.100 / 3. 5.100
libpostproc 55. 5.100 / 55. 5.100
Input #0, image2, from 'cog_out/frame%06d.jpg':
Duration: 00:00:03.20, start: 0.000000, bitrate: N/A
Stream #0:0: Video: mjpeg (Baseline), yuvj420p(pc, bt470bg/unknown/unknown), 640x360 [SAR 1:1 DAR 16:9], 25 fps, 25 tbr, 25 tbn, 25 tbc
Stream mapping:
Stream #0:0 -> #0:0 (mjpeg (native) -> h264 (libx264))
Press [q] to stop, [?] for help
[swscaler @ 0x55d70599d880] deprecated pixel format used, make sure you did set range correctly
[libx264 @ 0x55d705593840] using SAR=1/1
[libx264 @ 0x55d705593840] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2
[libx264 @ 0x55d705593840] profile High, level 2.2
[libx264 @ 0x55d705593840] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - 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=11 lookahead_threads=1 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=8 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to 'cog_out/out.mp4':
Metadata:
encoder : Lavf58.29.100
Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p, 640x360 [SAR 1:1 DAR 16:9], q=-1--1, 8 fps, 16384 tbn, 8 tbc
Metadata:
encoder : Lavc58.54.100 libx264
Side data:
cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1
frame= 80 fps=0.0 q=-1.0 Lsize= 2060kB time=00:00:09.62 bitrate=1753.3kbits/s speed= 10x
video:2058kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.086920%
[libx264 @ 0x55d705593840] frame I:2 Avg QP:25.74 size: 37269
[libx264 @ 0x55d705593840] frame P:20 Avg QP:27.24 size: 31342
[libx264 @ 0x55d705593840] frame B:58 Avg QP:27.93 size: 24235
[libx264 @ 0x55d705593840] consecutive B-frames: 2.5% 0.0% 7.5% 90.0%
[libx264 @ 0x55d705593840] mb I I16..4: 0.0% 97.0% 3.0%
[libx264 @ 0x55d705593840] mb P I16..4: 0.0% 86.6% 4.1% P16..4: 3.2% 3.8% 2.4% 0.0% 0.0% skip: 0.0%
[libx264 @ 0x55d705593840] mb B I16..4: 0.0% 28.3% 4.7% B16..8: 16.5% 10.4% 6.1% direct:33.8% skip: 0.2% L0:33.7% L1:25.1% BI:41.2%
[libx264 @ 0x55d705593840] 8x8 transform intra:90.8% inter:90.0%
[libx264 @ 0x55d705593840] coded y,uvDC,uvAC intra: 98.8% 98.2% 71.4% inter: 96.5% 94.1% 25.9%
[libx264 @ 0x55d705593840] i16 v,h,dc,p: 7% 7% 0% 86%
[libx264 @ 0x55d705593840] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 20% 16% 15% 5% 8% 9% 8% 7% 11%
[libx264 @ 0x55d705593840] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 19% 15% 9% 7% 10% 10% 10% 9% 10%
[libx264 @ 0x55d705593840] i8c dc,h,v,p: 50% 23% 15% 11%
[libx264 @ 0x55d705593840] Weighted P-Frames: Y:55.0% UV:55.0%
[libx264 @ 0x55d705593840] ref P L0: 40.1% 16.4% 19.1% 18.1% 6.4%
[libx264 @ 0x55d705593840] ref B L0: 86.8% 10.3% 2.9%
[libx264 @ 0x55d705593840] ref B L1: 95.1% 4.9%
[libx264 @ 0x55d705593840] kb/s:1685.59
100%|██████████| 120/120 [03:04<00:00, 1.54s/it]