Viewing enriched Twitter post
@alexellisuk I use pi for the harness. Haven't observed looping - I think the key is to limit the reasoning budget. I saw your blog post today. I would recommend to try to load the MTP model to the side in Q4_0 - should give you extra ~15% perf. See my config for that: https://t.co/byftAF17un
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2067539416436867230/media_0.jpg",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2067539416436867230/media_0.jpg",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-06-18T09:34:20.493953",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2067539416436867230",
"url": "https://x.com/ggerganov/status/2067539416436867230",
"twitterUrl": "https://twitter.com/ggerganov/status/2067539416436867230",
"text": "@alexellisuk I use pi for the harness. Haven't observed looping - I think the key is to limit the reasoning budget.\n\nI saw your blog post today. I would recommend to try to load the MTP model to the side in Q4_0 - should give you extra ~15% perf.\n\nSee my config for that:\n\nhttps://t.co/byftAF17un",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 0,
"likeCount": 0,
"quoteCount": 0,
"viewCount": 4,
"createdAt": "Thu Jun 18 09:26:24 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": true,
"inReplyToId": "2066858405193568749",
"conversationId": "2061111969105449180",
"displayTextRange": [
13,
271
],
"inReplyToUserId": "706910608663453698",
"inReplyToUsername": "alexellisuk",
"author": {
"type": "user",
"userName": "ggerganov",
"url": "https://x.com/ggerganov",
"twitterUrl": "https://twitter.com/ggerganov",
"id": "3300401027",
"name": "Georgi Gerganov",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1654097134315098113/zCZD0wYz_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/3300401027/1781278153",
"description": "",
"location": "",
"followers": 62083,
"following": 292,
"status": "",
"canDm": true,
"canMediaTag": false,
"createdAt": "Wed May 27 12:56:54 +0000 2015",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 3212,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 310,
"statusesCount": 1738,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2038632534414680223"
],
"profile_bio": {
"description": "24th at the Electrica puzzle challenge | building https://t.co/baTQS2bL7I | engineer @huggingface",
"entities": {
"description": {
"urls": [
{
"display_url": "github.com/ggml-org",
"expanded_url": "https://github.com/ggml-org",
"indices": [
50,
73
],
"url": "https://t.co/baTQS2bL7I"
}
],
"user_mentions": [
{
"id_str": "",
"indices": [
85,
97
],
"name": "",
"screen_name": "huggingface"
}
]
},
"url": {
"urls": [
{
"display_url": "github.com/ggerganov",
"expanded_url": "https://github.com/ggerganov",
"indices": [
0,
23
],
"url": "https://t.co/0H5L2tx8zQ"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 150,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=280x150",
"width": 278
}
}
},
{
"key": "description",
"value": {
"string_value": "We’re on a journey to advance and democratize artificial intelligence through open source and open science."
}
},
{
"key": "domain",
"value": {
"string_value": "huggingface.co"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 320,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=800x320_1",
"width": 593
}
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 648,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=orig",
"width": 1200
}
}
},
{
"key": "site",
"value": {
"scribe_key": "publisher_id",
"user_value": {
"id_str": "778764142412984320",
"path": []
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 78,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=144x144",
"width": 144
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 648,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 648,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=orig",
"width": 1200
}
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "huggingface.co"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 23.38,
"rgb": {
"blue": 219,
"green": 103,
"red": 70
}
},
{
"percentage": 15.57,
"rgb": {
"blue": 79,
"green": 131,
"red": 191
}
},
{
"percentage": 15.21,
"rgb": {
"blue": 146,
"green": 122,
"red": 25
}
},
{
"percentage": 14.79,
"rgb": {
"blue": 198,
"green": 135,
"red": 40
}
},
{
"percentage": 6.93,
"rgb": {
"blue": 112,
"green": 48,
"red": 35
}
}
]
}
}
},
{
"key": "title",
"value": {
"string_value": "preset-32GB.ini · ggerganov/presets at main"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 23.38,
"rgb": {
"blue": 219,
"green": 103,
"red": 70
}
},
{
"percentage": 15.57,
"rgb": {
"blue": 79,
"green": 131,
"red": 191
}
},
{
"percentage": 15.21,
"rgb": {
"blue": 146,
"green": 122,
"red": 25
}
},
{
"percentage": 14.79,
"rgb": {
"blue": 198,
"green": 135,
"red": 40
}
},
{
"percentage": 6.93,
"rgb": {
"blue": 112,
"green": 48,
"red": 35
}
}
]
}
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"height": 648,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 23.38,
"rgb": {
"blue": 219,
"green": 103,
"red": 70
}
},
{
"percentage": 15.57,
"rgb": {
"blue": 79,
"green": 131,
"red": 191
}
},
{
"percentage": 15.21,
"rgb": {
"blue": 146,
"green": 122,
"red": 25
}
},
{
"percentage": 14.79,
"rgb": {
"blue": 198,
"green": 135,
"red": 40
}
},
{
"percentage": 6.93,
"rgb": {
"blue": 112,
"green": 48,
"red": 35
}
}
]
}
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"height": 648,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/byftAF17un"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"height": 648,
"url": "https://pbs.twimg.com/card_img/2067539281527107584/PuV-l8NG?format=jpg&name=orig",
"width": 1200
}
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "iPhone",
"version": "13"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/byftAF17un",
"user_refs_results": [
{
"rest_id": "778764142412984320",
"result": {
"__typename": "User",
"action_counts": {
"favorites_count": 9152
},
"avatar": {
"image_url": "https://pbs.twimg.com/profile_images/1991559933473497089/mbrRS49P_normal.jpg"
},
"banner": {
"image_url": "https://pbs.twimg.com/profile_banners/778764142412984320/1731533786"
},
"core": {
"created_at": "Thu Sep 22 01:13:35 +0000 2016",
"name": "Hugging Face",
"screen_name": "huggingface"
},
"dm_permissions": {
"can_dm": true
},
"exclusive_tweet_following": false,
"follow_request_sent": false,
"identity_profile_labels_highlighted_label": {},
"location": {
"location": "NYC and Paris and 🌏"
},
"media_permissions": {
"can_media_tag": true
},
"notifications_settings": {
"notifications_enabled": false
},
"pinned_items": {},
"privacy": {
"protected": false,
"suspended": false
},
"private_super_following": false,
"profile_bio": {
"description": "The AI community building the future. https://t.co/TpiXQMQ9rZ",
"entities": {
"description": {
"urls": [
{
"display_url": "hf.co/careers",
"expanded_url": "http://hf.co/careers",
"indices": [
38,
61
],
"url": "https://t.co/TpiXQMQ9rZ"
}
]
},
"url": {
"urls": [
{
"display_url": "huggingface.co",
"expanded_url": "https://huggingface.co",
"indices": [
0,
23
],
"url": "https://t.co/A337WqHDnG"
}
]
}
}
},
"profile_image_shape": "Circle",
"profile_metadata": {
"profile_interstitial_type": "",
"profile_link_color": "1DA1F2"
},
"profile_translation": {
"translator_type_enum": "None"
},
"properties": {
"has_extended_profile": false,
"has_no_screen_name": false
},
"relationship_counts": {
"followers": 707206,
"following": 222
},
"relationship_perspectives": {
"blocked_by": false,
"blocking": false,
"followed_by": false,
"following": false,
"live_following": false,
"muting": false
},
"rest_id": "778764142412984320",
"smart_blocked_by": false,
"smart_blocking": false,
"super_follow_eligible": false,
"super_followed_by": false,
"super_following": false,
"tweet_counts": {
"media_tweets": 471,
"tweets": 13761
},
"verification": {
"is_blue_verified": true,
"verified": false
},
"website": {
"url": "https://t.co/A337WqHDnG"
}
}
}
]
},
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "huggingface.co/ggerganov/pres…",
"expanded_url": "https://huggingface.co/ggerganov/presets/blob/main/preset-32GB.ini#L92-L95",
"indices": [
260,
283
],
"url": "https://t.co/byftAF17un"
}
],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"communityInfo": null,
"article": null
}