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bytedance /sa2va-26b-video:b5f31abc
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=bytedance/sa2va-26b-video
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 bytedance/sa2va-26b-video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"bytedance/sa2va-26b-video:b5f31abc431a2348551fb0f60845572ea61ff3d1d4d55cf2bd59209290680681",
{
input: {
video: "https://replicate.delivery/pbxt/MXbmbHYHjCwOVD24dhKMSD7ttWW596GHhOLw8IoRFN2kCTR9/sora-otter-5.mp4",
instruction: "segment the otter",
frame_interval: 4
}
}
);
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 bytedance/sa2va-26b-video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"bytedance/sa2va-26b-video:b5f31abc431a2348551fb0f60845572ea61ff3d1d4d55cf2bd59209290680681",
input={
"video": "https://replicate.delivery/pbxt/MXbmbHYHjCwOVD24dhKMSD7ttWW596GHhOLw8IoRFN2kCTR9/sora-otter-5.mp4",
"instruction": "segment the otter",
"frame_interval": 4
}
)
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 bytedance/sa2va-26b-video 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": "b5f31abc431a2348551fb0f60845572ea61ff3d1d4d55cf2bd59209290680681",
"input": {
"video": "https://replicate.delivery/pbxt/MXbmbHYHjCwOVD24dhKMSD7ttWW596GHhOLw8IoRFN2kCTR9/sora-otter-5.mp4",
"instruction": "segment the otter",
"frame_interval": 4
}
}' \
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
response
Sure, [SEG] .<|im_end|>
masked_video
{
"completed_at": "2025-02-23T17:07:18.746745Z",
"created_at": "2025-02-23T17:06:54.071000Z",
"data_removed": false,
"error": null,
"id": "nmh06pdfyxrj60cn6f38was9w8",
"input": {
"video": "https://replicate.delivery/pbxt/MXbmbHYHjCwOVD24dhKMSD7ttWW596GHhOLw8IoRFN2kCTR9/sora-otter-5.mp4",
"instruction": "segment the otter",
"frame_interval": 4
},
"logs": "propagate in video: 0%| | 0/45 [00:00<?, ?it/s]\npropagate in video: 18%|█▊ | 8/45 [00:00<00:00, 63.62it/s]\npropagate in video: 33%|███▎ | 15/45 [00:00<00:00, 31.85it/s]\npropagate in video: 42%|████▏ | 19/45 [00:00<00:00, 28.18it/s]\npropagate in video: 51%|█████ | 23/45 [00:00<00:00, 26.10it/s]\npropagate in video: 58%|█████▊ | 26/45 [00:00<00:00, 25.08it/s]\npropagate in video: 64%|██████▍ | 29/45 [00:01<00:00, 24.34it/s]\npropagate in video: 71%|███████ | 32/45 [00:01<00:00, 23.81it/s]\npropagate in video: 78%|███████▊ | 35/45 [00:01<00:00, 23.43it/s]\npropagate in video: 84%|████████▍ | 38/45 [00:01<00:00, 23.14it/s]\npropagate in video: 91%|█████████ | 41/45 [00:01<00:00, 22.93it/s]\npropagate in video: 98%|█████████▊| 44/45 [00:01<00:00, 22.78it/s]\npropagate in video: 100%|██████████| 45/45 [00:01<00:00, 25.42it/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, avi, from '/tmp/output/temp_masked.avi':\nMetadata:\nsoftware : Lavf59.27.100\nDuration: 00:00:06.01, start: 0.000000, bitrate: 1706 kb/s\nStream #0:0: Video: mjpeg (Baseline) (MJPG / 0x47504A4D), yuvj420p(pc, bt470bg/unknown/unknown), 1940x1096, 1731 kb/s, 7.48 fps, 7.48 tbr, 7.48 tbn, 7.48 tbc\nStream mapping:\nStream #0:0 -> #0:0 (mjpeg (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\n[swscaler @ 0x64be41f58d40] deprecated pixel format used, make sure you did set range correctly\n[libx264 @ 0x64be41f20f80] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n[libx264 @ 0x64be41f20f80] profile High, level 4.2, 4:2:0, 8-bit\n[libx264 @ 0x64be41f20f80] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=2 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=6 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=1 keyint=250 keyint_min=7 scenecut=40 intra_refresh=0 rc_lookahead=30 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to '/tmp/output/masked_video.mp4':\nMetadata:\nsoftware : Lavf59.27.100\nencoder : Lavf58.76.100\nStream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, bt470bg/unknown/unknown, progressive), 1940x1096, q=2-31, 7.48 fps, 14964 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= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 45 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x\nframe= 45 fps=0.0 q=-1.0 Lsize= 178kB time=00:00:05.61 bitrate= 260.2kbits/s speed=8.61x\nvideo:177kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.739327%\n[libx264 @ 0x64be41f20f80] frame I:1 Avg QP: 6.97 size: 5474\n[libx264 @ 0x64be41f20f80] frame P:18 Avg QP:16.42 size: 4613\n[libx264 @ 0x64be41f20f80] frame B:26 Avg QP:18.41 size: 3540\n[libx264 @ 0x64be41f20f80] consecutive B-frames: 13.3% 13.3% 46.7% 26.7%\n[libx264 @ 0x64be41f20f80] mb I I16..4: 87.6% 10.4% 2.0%\n[libx264 @ 0x64be41f20f80] mb P I16..4: 0.4% 2.1% 1.4% P16..4: 1.7% 0.5% 0.2% 0.0% 0.0% skip:93.9%\n[libx264 @ 0x64be41f20f80] mb B I16..4: 0.4% 0.0% 0.2% B16..8: 2.5% 1.3% 0.4% direct: 0.1% skip:95.1% L0:52.1% L1:44.6% BI: 3.3%\n[libx264 @ 0x64be41f20f80] 8x8 transform intra:26.0% inter:2.1%\n[libx264 @ 0x64be41f20f80] coded y,uvDC,uvAC intra: 8.3% 0.0% 0.0% inter: 0.4% 0.0% 0.0%\n[libx264 @ 0x64be41f20f80] i16 v,h,dc,p: 92% 6% 2% 0%\n[libx264 @ 0x64be41f20f80] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 37% 14% 48% 0% 0% 0% 0% 0% 0%\n[libx264 @ 0x64be41f20f80] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 21% 23% 40% 3% 2% 2% 4% 1% 4%\n[libx264 @ 0x64be41f20f80] i8c dc,h,v,p: 100% 0% 0% 0%\n[libx264 @ 0x64be41f20f80] Weighted P-Frames: Y:0.0% UV:0.0%\n[libx264 @ 0x64be41f20f80] ref P L0: 43.9% 56.1%\n[libx264 @ 0x64be41f20f80] ref B L0: 87.9% 12.1%\n[libx264 @ 0x64be41f20f80] ref B L1: 98.4% 1.6%\n[libx264 @ 0x64be41f20f80] kb/s:240.16",
"metrics": {
"predict_time": 24.669130252,
"total_time": 24.675745
},
"output": {
"response": "Sure, [SEG] .<|im_end|>",
"masked_video": "https://replicate.delivery/yhqm/6ikEAmEmzjr7Ltef2XHQEi1S79lTkUil9oIrQpeeKUEZ8BJRB/masked_video.mp4"
},
"started_at": "2025-02-23T17:06:54.077615Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/nmh06pdfyxrj60cn6f38was9w8",
"cancel": "https://api.replicate.com/v1/predictions/nmh06pdfyxrj60cn6f38was9w8/cancel"
},
"version": "b5f31abc431a2348551fb0f60845572ea61ff3d1d4d55cf2bd59209290680681"
}Generated in
propagate in video: 0%| | 0/45 [00:00<?, ?it/s]
propagate in video: 18%|█▊ | 8/45 [00:00<00:00, 63.62it/s]
propagate in video: 33%|███▎ | 15/45 [00:00<00:00, 31.85it/s]
propagate in video: 42%|████▏ | 19/45 [00:00<00:00, 28.18it/s]
propagate in video: 51%|█████ | 23/45 [00:00<00:00, 26.10it/s]
propagate in video: 58%|█████▊ | 26/45 [00:00<00:00, 25.08it/s]
propagate in video: 64%|██████▍ | 29/45 [00:01<00:00, 24.34it/s]
propagate in video: 71%|███████ | 32/45 [00:01<00:00, 23.81it/s]
propagate in video: 78%|███████▊ | 35/45 [00:01<00:00, 23.43it/s]
propagate in video: 84%|████████▍ | 38/45 [00:01<00:00, 23.14it/s]
propagate in video: 91%|█████████ | 41/45 [00:01<00:00, 22.93it/s]
propagate in video: 98%|█████████▊| 44/45 [00:01<00:00, 22.78it/s]
propagate in video: 100%|██████████| 45/45 [00:01<00:00, 25.42it/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, avi, from '/tmp/output/temp_masked.avi':
Metadata:
software : Lavf59.27.100
Duration: 00:00:06.01, start: 0.000000, bitrate: 1706 kb/s
Stream #0:0: Video: mjpeg (Baseline) (MJPG / 0x47504A4D), yuvj420p(pc, bt470bg/unknown/unknown), 1940x1096, 1731 kb/s, 7.48 fps, 7.48 tbr, 7.48 tbn, 7.48 tbc
Stream mapping:
Stream #0:0 -> #0:0 (mjpeg (native) -> h264 (libx264))
Press [q] to stop, [?] for help
[swscaler @ 0x64be41f58d40] deprecated pixel format used, make sure you did set range correctly
[libx264 @ 0x64be41f20f80] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512
[libx264 @ 0x64be41f20f80] profile High, level 4.2, 4:2:0, 8-bit
[libx264 @ 0x64be41f20f80] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=2 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=6 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=1 keyint=250 keyint_min=7 scenecut=40 intra_refresh=0 rc_lookahead=30 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to '/tmp/output/masked_video.mp4':
Metadata:
software : Lavf59.27.100
encoder : Lavf58.76.100
Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, bt470bg/unknown/unknown, progressive), 1940x1096, q=2-31, 7.48 fps, 14964 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= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x
frame= 45 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x
frame= 45 fps=0.0 q=-1.0 Lsize= 178kB time=00:00:05.61 bitrate= 260.2kbits/s speed=8.61x
video:177kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.739327%
[libx264 @ 0x64be41f20f80] frame I:1 Avg QP: 6.97 size: 5474
[libx264 @ 0x64be41f20f80] frame P:18 Avg QP:16.42 size: 4613
[libx264 @ 0x64be41f20f80] frame B:26 Avg QP:18.41 size: 3540
[libx264 @ 0x64be41f20f80] consecutive B-frames: 13.3% 13.3% 46.7% 26.7%
[libx264 @ 0x64be41f20f80] mb I I16..4: 87.6% 10.4% 2.0%
[libx264 @ 0x64be41f20f80] mb P I16..4: 0.4% 2.1% 1.4% P16..4: 1.7% 0.5% 0.2% 0.0% 0.0% skip:93.9%
[libx264 @ 0x64be41f20f80] mb B I16..4: 0.4% 0.0% 0.2% B16..8: 2.5% 1.3% 0.4% direct: 0.1% skip:95.1% L0:52.1% L1:44.6% BI: 3.3%
[libx264 @ 0x64be41f20f80] 8x8 transform intra:26.0% inter:2.1%
[libx264 @ 0x64be41f20f80] coded y,uvDC,uvAC intra: 8.3% 0.0% 0.0% inter: 0.4% 0.0% 0.0%
[libx264 @ 0x64be41f20f80] i16 v,h,dc,p: 92% 6% 2% 0%
[libx264 @ 0x64be41f20f80] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 37% 14% 48% 0% 0% 0% 0% 0% 0%
[libx264 @ 0x64be41f20f80] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 21% 23% 40% 3% 2% 2% 4% 1% 4%
[libx264 @ 0x64be41f20f80] i8c dc,h,v,p: 100% 0% 0% 0%
[libx264 @ 0x64be41f20f80] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x64be41f20f80] ref P L0: 43.9% 56.1%
[libx264 @ 0x64be41f20f80] ref B L0: 87.9% 12.1%
[libx264 @ 0x64be41f20f80] ref B L1: 98.4% 1.6%
[libx264 @ 0x64be41f20f80] kb/s:240.16