@kellerjordan0
New modded-NanoGPT optimization benchmark result: @wen_kaiyue has improved upon both the Muon and AdamW baselines, by replacing their weight decay with hyperball optimization. The new record is 3325 steps. https://t.co/8hitPuZmU7
Viewing enriched Twitter post
New modded-NanoGPT optimization benchmark result: @wen_kaiyue has improved upon both the Muon and AdamW baselines, by replacing their weight decay with hyperball optimization. The new record is 3325 steps. https://t.co/8hitPuZmU7
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2050258177162412218/media_0.jpg",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2050258177162412218/media_0.jpg",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-05-11T22:35:48.604580",
"pipeline_version": "2.0"
} {
"type": "tweet",
"id": "2050258177162412218",
"url": "https://x.com/kellerjordan0/status/2050258177162412218",
"twitterUrl": "https://twitter.com/kellerjordan0/status/2050258177162412218",
"text": "New modded-NanoGPT optimization benchmark result: @wen_kaiyue has improved upon both the Muon and AdamW baselines, by replacing their weight decay with hyperball optimization. The new record is 3325 steps. https://t.co/8hitPuZmU7",
"source": "Twitter for iPhone",
"retweetCount": 42,
"replyCount": 7,
"likeCount": 425,
"quoteCount": 6,
"viewCount": 57809,
"createdAt": "Fri May 01 16:56:56 +0000 2026",
"lang": "en",
"bookmarkCount": 161,
"isReply": false,
"inReplyToId": null,
"conversationId": "2050258177162412218",
"displayTextRange": [
0,
205
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "kellerjordan0",
"url": "https://x.com/kellerjordan0",
"twitterUrl": "https://twitter.com/kellerjordan0",
"id": "712781250327490560",
"name": "Keller Jordan",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1836751527886905344/2Bwigj48_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/712781250327490560/1712441648",
"description": "",
"location": "San Francisco",
"followers": 16831,
"following": 423,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Wed Mar 23 23:21:07 +0000 2016",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 3443,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 182,
"statusesCount": 1542,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1646572378292629504"
],
"profile_bio": {
"description": "CIFAR-10 fanatic\nPretraining @OpenAI OpCo LLC.",
"entities": {
"description": {
"user_mentions": [
{
"id_str": "",
"indices": [
29,
36
],
"name": "",
"screen_name": "OpenAI"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"display_url": "pic.twitter.com/8hitPuZmU7",
"expanded_url": "https://twitter.com/kellerjordan0/status/2050258177162412218/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"orig": {
"faces": []
}
},
"id_str": "2050098108449861632",
"indices": [
206,
229
],
"media_key": "3_2050098108449861632",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARxzaV4k2rAACgACHHP68wubALoAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABHHNpXiTasAAKAAIcc/rzC5sAugAA",
"media_key": "3_2050098108449861632"
}
},
"media_url_https": "https://pbs.twimg.com/media/HHNpXiTasAAF6Uo.jpg",
"original_info": {
"focus_rects": [
{
"h": 544,
"w": 972,
"x": 0,
"y": 0
},
{
"h": 703,
"w": 703,
"x": 269,
"y": 0
},
{
"h": 703,
"w": 617,
"x": 348,
"y": 0
},
{
"h": 703,
"w": 352,
"x": 480,
"y": 0
},
{
"h": 703,
"w": 972,
"x": 0,
"y": 0
}
],
"height": 703,
"width": 972
},
"sizes": {
"large": {
"h": 703,
"w": 972
}
},
"type": "photo",
"url": "https://t.co/8hitPuZmU7"
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1672114677659365378",
"indices": [
50,
61
],
"name": "Kaiyue Wen",
"screen_name": "wen_kaiyue"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"communityInfo": null,
"article": null
}