@multimodalart
I just built a demo for this Light Migration LoRA on @huggingface the quality surprises me on every output 🤯 https://t.co/xmzEU0Nua2
🐦 Twitter Post Details
Viewing enriched Twitter post
📊 Media Metadata
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1997966542513021047/media_0.mp4?",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1997966542513021047/media_0.mp4?",
"type": "video",
"filename": "media_0.mp4"
}
],
"processed_at": "2025-12-08T13:35:45.586962",
"pipeline_version": "2.0"
}🔧 Raw API Response
{
"type": "tweet",
"id": "1997966542513021047",
"url": "https://x.com/multimodalart/status/1997966542513021047",
"twitterUrl": "https://twitter.com/multimodalart/status/1997966542513021047",
"text": "I just built a demo for this Light Migration LoRA on @huggingface \n\nthe quality surprises me on every output 🤯 https://t.co/xmzEU0Nua2",
"source": "Twitter for iPhone",
"retweetCount": 8,
"replyCount": 7,
"likeCount": 63,
"quoteCount": 3,
"viewCount": 14820,
"createdAt": "Mon Dec 08 09:48:38 +0000 2025",
"lang": "en",
"bookmarkCount": 55,
"isReply": false,
"inReplyToId": null,
"conversationId": "1997966542513021047",
"displayTextRange": [
0,
110
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "multimodalart",
"url": "https://x.com/multimodalart",
"twitterUrl": "https://twitter.com/multimodalart",
"id": "1415428329210105859",
"name": "apolinario 🌐",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1501000577165275142/cS4FyQjl_normal.jpg",
"coverPicture": "",
"description": "ML for Art and Creativity, working @HuggingFace (apolinario@multimodal.art)",
"location": "",
"followers": 14998,
"following": 607,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Wed Jul 14 21:50:22 +0000 2021",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "multimodal.art",
"expanded_url": "http://multimodal.art",
"url": "https://t.co/3at25IrpIY",
"indices": [
0,
23
]
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 5946,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 1017,
"statusesCount": 4041,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {
"label": {
"url": {
"url": "https://twitter.com/huggingface",
"urlType": "DeepLink"
},
"badge": {
"url": "https://pbs.twimg.com/profile_images/1991559933473497089/mbrRS49P_bigger.jpg"
},
"description": "Hugging Face",
"userLabelType": "BusinessLabel",
"userLabelDisplayType": "Badge"
}
},
"possiblySensitive": false,
"pinnedTweetIds": [],
"profile_bio": {},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.x.com/xmzEU0Nua2",
"expanded_url": "https://x.com/multimodalart/status/1997966542513021047/video/1",
"id_str": "1997966368390676480",
"indices": [
111,
134
],
"media_key": "13_1997966368390676480",
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1997966368390676480/img/kCdYvuvm6d9qAyss.jpg",
"type": "video",
"url": "https://t.co/xmzEU0Nua2",
"additional_media_info": {
"monetizable": false
},
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1080,
"w": 1352,
"resize": "fit"
},
"medium": {
"h": 959,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 543,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1080,
"width": 1352,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
169,
135
],
"duration_millis": 17044,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/pl/mmfE7ypeAzyjOioP.m3u8?v=cfc"
},
{
"bitrate": 256000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/338x270/ODMGmUE_sggh8Jl8.mp4"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/450x360/1F4O3t1-QSDjkYEe.mp4"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/900x720/QbFBRIQHiCiXirXW.mp4"
},
{
"bitrate": 10368000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/1352x1080/c58V6leO0md9iHVc.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "13_1997966368390676480"
}
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/xmzEU0Nua2",
"expanded_url": "https://x.com/multimodalart/status/1997966542513021047/video/1",
"id_str": "1997966368390676480",
"indices": [
111,
134
],
"media_key": "13_1997966368390676480",
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1997966368390676480/img/kCdYvuvm6d9qAyss.jpg",
"type": "video",
"url": "https://t.co/xmzEU0Nua2",
"additional_media_info": {
"monetizable": false
},
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1080,
"w": 1352,
"resize": "fit"
},
"medium": {
"h": 959,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 543,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1080,
"width": 1352,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
169,
135
],
"duration_millis": 17044,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/pl/mmfE7ypeAzyjOioP.m3u8?v=cfc"
},
{
"bitrate": 256000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/338x270/ODMGmUE_sggh8Jl8.mp4"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/450x360/1F4O3t1-QSDjkYEe.mp4"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/900x720/QbFBRIQHiCiXirXW.mp4"
},
{
"bitrate": 10368000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/1997966368390676480/vid/avc1/1352x1080/c58V6leO0md9iHVc.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "13_1997966368390676480"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "778764142412984320",
"name": "Hugging Face",
"screen_name": "huggingface",
"indices": [
53,
65
]
}
]
},
"quoted_tweet": {
"type": "tweet",
"id": "1997860137315520516",
"url": "https://x.com/Ali_TongyiLab/status/1997860137315520516",
"twitterUrl": "https://twitter.com/Ali_TongyiLab/status/1997860137315520516",
"text": "Love seeing what the community builds with @ModelScope2022 .\n@dx8152 just dropped a game-changing Light Migration LoRA for Qwen-Image-Edit-2509. It solves the \"secondary lighting\" headache perfectly. Incredible work. 👏 https://t.co/5IYTfR53uD",
"source": "Twitter for iPhone",
"retweetCount": 1,
"replyCount": 7,
"likeCount": 63,
"quoteCount": 2,
"viewCount": 14976,
"createdAt": "Mon Dec 08 02:45:49 +0000 2025",
"lang": "en",
"bookmarkCount": 22,
"isReply": false,
"inReplyToId": null,
"conversationId": "1997860137315520516",
"displayTextRange": [
0,
218
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "Ali_TongyiLab",
"url": "https://x.com/Ali_TongyiLab",
"twitterUrl": "https://twitter.com/Ali_TongyiLab",
"id": "1899009772961357824",
"name": "Tongyi Lab",
"isVerified": false,
"isBlueVerified": false,
"verifiedType": "Business",
"profilePicture": "https://pbs.twimg.com/profile_images/1997160796757827585/rowFq_2i_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1899009772961357824/1751006607",
"description": "We advance the development of ASI and foster open source collaboration towards a smarter future.",
"location": "",
"followers": 14214,
"following": 22,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Mon Mar 10 08:10:00 +0000 2025",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "careers-tongyi.alibaba.com/?lang=zh",
"expanded_url": "https://careers-tongyi.alibaba.com/?lang=zh",
"url": "https://t.co/hQ75qNRvBv",
"indices": [
0,
23
]
}
]
}
},
"fastFollowersCount": 0,
"favouritesCount": 139,
"hasCustomTimelines": false,
"isTranslator": false,
"mediaCount": 153,
"statusesCount": 604,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1993931277695631557"
],
"profile_bio": {},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860026690547712",
"indices": [
219,
242
],
"media_key": "16_1997860026690547712",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG_HXsAAv793.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG_HXsAAv793.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860026690547712"
}
}
},
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860026501783552",
"indices": [
219,
242
],
"media_key": "16_1997860026501783552",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG-aXYAAr3c5.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG-aXYAAr3c5.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860026501783552"
}
}
},
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860025767694336",
"indices": [
219,
242
],
"media_key": "16_1997860025767694336",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG7rWEAAc46j.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG7rWEAAc46j.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860025767694336"
}
}
},
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860025776156672",
"indices": [
219,
242
],
"media_key": "16_1997860025776156672",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG7tXMAAkg3C.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG7tXMAAkg3C.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860025776156672"
}
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860026690547712",
"indices": [
219,
242
],
"media_key": "16_1997860026690547712",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG_HXsAAv793.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG_HXsAAv793.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860026690547712"
}
}
},
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860026501783552",
"indices": [
219,
242
],
"media_key": "16_1997860026501783552",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG-aXYAAr3c5.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG-aXYAAr3c5.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860026501783552"
}
}
},
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860025767694336",
"indices": [
219,
242
],
"media_key": "16_1997860025767694336",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG7rWEAAc46j.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG7rWEAAc46j.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860025767694336"
}
}
},
{
"display_url": "pic.x.com/5IYTfR53uD",
"expanded_url": "https://x.com/Ali_TongyiLab/status/1997860137315520516/photo/1",
"id_str": "1997860025776156672",
"indices": [
219,
242
],
"media_key": "16_1997860025776156672",
"media_url_https": "https://pbs.twimg.com/tweet_video_thumb/G7nTG7tXMAAkg3C.jpg",
"type": "animated_gif",
"url": "https://t.co/5IYTfR53uD",
"ext_media_availability": {
"status": "Available"
},
"sizes": {
"large": {
"h": 1500,
"w": 2000,
"resize": "fit"
},
"medium": {
"h": 900,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 510,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 1500,
"width": 2000,
"focus_rects": []
},
"allow_download_status": {
"allow_download": true
},
"video_info": {
"aspect_ratio": [
4,
3
],
"variants": [
{
"bitrate": 0,
"content_type": "video/mp4",
"url": "https://video.twimg.com/tweet_video/G7nTG7tXMAAkg3C.mp4"
}
]
},
"media_results": {
"result": {
"media_key": "16_1997860025776156672"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1784494412913049600",
"name": "ModelScope",
"screen_name": "ModelScope2022",
"indices": [
43,
58
]
},
{
"id_str": "1821432542454566912",
"name": "大雄",
"screen_name": "dx8152",
"indices": [
61,
68
]
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"article": null
},
"retweeted_tweet": null,
"article": null
}