🐦 Twitter Post Details

Viewing enriched Twitter post

@avnermay

Excited to announce our new LLM inference algorithm, speculative speculative decoding (SSD)! It is fast 🚀 — up to 2x faster than state-of-the-art inference engines (vLLM, SGLang). Working on this with @tanishqkumar07 and @tri_dao was a blast. Details in thread:

📊 Media Metadata

{
  "score": 0.4,
  "score_components": {
    "author": 0.09,
    "engagement": 0.0,
    "quality": 0.1,
    "source": 0.135,
    "nlp": 0.05,
    "recency": 0.025
  },
  "scored_at": "2026-03-06T07:22:24.193249",
  "import_source": "api_import",
  "source_tagged_at": "2026-03-06T07:22:24.193254",
  "enriched": true,
  "enriched_at": "2026-03-06T07:22:24.193255"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2029251985934041232",
  "url": "https://x.com/avnermay/status/2029251985934041232",
  "twitterUrl": "https://twitter.com/avnermay/status/2029251985934041232",
  "text": "Excited to announce our new LLM inference algorithm, speculative speculative decoding (SSD)! \n\nIt is fast 🚀 — up to 2x faster than state-of-the-art inference engines (vLLM, SGLang).\n\nWorking on this with @tanishqkumar07 and @tri_dao was a blast.\n\nDetails in thread:",
  "source": "Twitter for iPhone",
  "retweetCount": 43,
  "replyCount": 19,
  "likeCount": 668,
  "quoteCount": 1,
  "viewCount": 56294,
  "createdAt": "Wed Mar 04 17:45:49 +0000 2026",
  "lang": "en",
  "bookmarkCount": 359,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2029251985934041232",
  "displayTextRange": [
    0,
    265
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "avnermay",
    "url": "https://x.com/avnermay",
    "twitterUrl": "https://twitter.com/avnermay",
    "id": "41314685",
    "name": "Avner May",
    "isVerified": false,
    "isBlueVerified": false,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/666836088883802112/7Tea6kK3_normal.jpg",
    "coverPicture": "",
    "description": "",
    "location": "Brooklyn, NY",
    "followers": 1069,
    "following": 239,
    "status": "",
    "canDm": false,
    "canMediaTag": false,
    "createdAt": "Wed May 20 07:16:11 +0000 2009",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 54,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 2,
    "statusesCount": 47,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "2029251985934041232"
    ],
    "profile_bio": {
      "description": "Staff Research Scientist at https://t.co/WEMkSSRVeZ.\n\nFormerly research scientist at Google, postdoc at Stanford, and PhD student at Columbia.",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [
            {
              "display_url": "together.ai",
              "expanded_url": "http://together.ai",
              "indices": [
                28,
                51
              ],
              "url": "https://t.co/WEMkSSRVeZ"
            }
          ],
          "user_mentions": []
        },
        "url": {
          "urls": [
            {
              "display_url": "avnermay.github.io",
              "expanded_url": "https://avnermay.github.io/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/equfzg9YK0"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {},
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [],
    "user_mentions": [
      {
        "id_str": "1544735653828624384",
        "indices": [
          204,
          219
        ],
        "name": "Tanishq Kumar",
        "screen_name": "tanishqkumar07"
      },
      {
        "id_str": "568879807",
        "indices": [
          224,
          232
        ],
        "name": "Tri Dao",
        "screen_name": "tri_dao"
      }
    ]
  },
  "quoted_tweet": {
    "type": "tweet",
    "id": "2029251146196631872",
    "url": "https://x.com/tanishqkumar07/status/2029251146196631872",
    "twitterUrl": "https://twitter.com/tanishqkumar07/status/2029251146196631872",
    "text": "I've been working on a new LLM inference algorithm. \n\nIt's called Speculative Speculative Decoding  (SSD) and it's up to 2x faster than the strongest inference engines in the world. \n\nCollab w/ @tri_dao @avnermay. Details in thread.",
    "source": "Twitter for iPhone",
    "retweetCount": 439,
    "replyCount": 127,
    "likeCount": 3953,
    "quoteCount": 97,
    "viewCount": 570015,
    "createdAt": "Wed Mar 04 17:42:29 +0000 2026",
    "lang": "en",
    "bookmarkCount": 2700,
    "isReply": false,
    "inReplyToId": null,
    "conversationId": "2029251146196631872",
    "displayTextRange": [
      0,
      232
    ],
    "inReplyToUserId": null,
    "inReplyToUsername": null,
    "author": {
      "type": "user",
      "userName": "tanishqkumar07",
      "url": "https://x.com/tanishqkumar07",
      "twitterUrl": "https://twitter.com/tanishqkumar07",
      "id": "1544735653828624384",
      "name": "Tanishq Kumar",
      "isVerified": false,
      "isBlueVerified": true,
      "verifiedType": null,
      "profilePicture": "https://pbs.twimg.com/profile_images/1904982101314998272/Wnplx6-n_normal.jpg",
      "coverPicture": "https://pbs.twimg.com/profile_banners/1544735653828624384/1739719120",
      "description": "",
      "location": "Stanford, CA",
      "followers": 5048,
      "following": 79,
      "status": "",
      "canDm": true,
      "canMediaTag": true,
      "createdAt": "Wed Jul 06 17:31:04 +0000 2022",
      "entities": {
        "description": {
          "urls": []
        },
        "url": {}
      },
      "fastFollowersCount": 0,
      "favouritesCount": 393,
      "hasCustomTimelines": true,
      "isTranslator": false,
      "mediaCount": 15,
      "statusesCount": 133,
      "withheldInCountries": [],
      "affiliatesHighlightedLabel": {},
      "possiblySensitive": false,
      "pinnedTweetIds": [
        "2029251146196631872"
      ],
      "profile_bio": {
        "description": "CS PhD student @StanfordAILab. prev math undergrad @Harvard",
        "entities": {
          "description": {
            "hashtags": [],
            "symbols": [],
            "urls": [],
            "user_mentions": [
              {
                "id_str": "0",
                "indices": [
                  15,
                  29
                ],
                "name": "",
                "screen_name": "StanfordAILab"
              },
              {
                "id_str": "0",
                "indices": [
                  51,
                  59
                ],
                "name": "",
                "screen_name": "Harvard"
              }
            ]
          },
          "url": {
            "urls": [
              {
                "display_url": "tanishqkumar.github.io",
                "expanded_url": "http://tanishqkumar.github.io",
                "indices": [
                  0,
                  23
                ],
                "url": "https://t.co/LD18pD2k9Y"
              }
            ]
          }
        }
      },
      "isAutomated": false,
      "automatedBy": null
    },
    "extendedEntities": {
      "media": [
        {
          "additional_media_info": {
            "monetizable": false
          },
          "allow_download_status": {
            "allow_download": true
          },
          "display_url": "pic.twitter.com/fbjwL7RWcy",
          "expanded_url": "https://twitter.com/tanishqkumar07/status/2029251146196631872/video/1",
          "ext_media_availability": {
            "status": "Available"
          },
          "id_str": "2029251097685319680",
          "indices": [
            233,
            256
          ],
          "media_key": "13_2029251097685319680",
          "media_results": {
            "id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAARwpWR81muAAAAA=",
            "result": {
              "__typename": "ApiMedia",
              "id": "QXBpTWVkaWE6DAAECgABHClZHzWa4AAAAA==",
              "media_key": "13_2029251097685319680"
            }
          },
          "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2029251097685319680/img/4o82UnXLxQc_4OIp.jpg",
          "original_info": {
            "focus_rects": [],
            "height": 720,
            "width": 1278
          },
          "sizes": {
            "large": {
              "h": 720,
              "w": 1278
            }
          },
          "type": "video",
          "url": "https://t.co/fbjwL7RWcy",
          "video_info": {
            "aspect_ratio": [
              71,
              40
            ],
            "duration_millis": 9066,
            "variants": [
              {
                "content_type": "application/x-mpegURL",
                "url": "https://video.twimg.com/amplify_video/2029251097685319680/pl/CsxHlQe-pWojYALC.m3u8?tag=21"
              },
              {
                "bitrate": 256000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2029251097685319680/vid/avc1/478x270/Ty-p2MBx3ihidfBD.mp4?tag=21"
              },
              {
                "bitrate": 832000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2029251097685319680/vid/avc1/638x360/Yd9SVczQrpGr90jd.mp4?tag=21"
              },
              {
                "bitrate": 2176000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2029251097685319680/vid/avc1/1278x720/OURIy6CwE_UF4J5u.mp4?tag=21"
              }
            ]
          }
        }
      ]
    },
    "card": null,
    "place": {},
    "entities": {
      "hashtags": [],
      "symbols": [],
      "timestamps": [],
      "urls": [],
      "user_mentions": [
        {
          "id_str": "568879807",
          "indices": [
            194,
            202
          ],
          "name": "Tri Dao",
          "screen_name": "tri_dao"
        },
        {
          "id_str": "41314685",
          "indices": [
            203,
            212
          ],
          "name": "Avner May",
          "screen_name": "avnermay"
        }
      ]
    },
    "quoted_tweet": null,
    "retweeted_tweet": null,
    "isLimitedReply": false,
    "article": null
  },
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}