🐦 Twitter Post Details

Viewing enriched Twitter post

@vllm_project

🚀 Excited to be the exclusive day-0 launch partner for @lightseekorg's Tokenspeed project! We've integrated Tokenspeed's MLA library, optimized specifically for agentic workloads with long context and multi-turn, purpose-built for Kimi 2.5/2.6 and DeepSeek R1 on NVIDIA Blackwell hardware! Try it out today with our preview image - nightly support coming soon!

Media 1

📊 Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2052051210530914510/media_0.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2052051210530914510/media_0.jpg",
      "type": "photo",
      "filename": "media_0.jpg"
    }
  ],
  "processed_at": "2026-05-11T22:37:38.871419",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2052051210530914510",
  "url": "https://x.com/vllm_project/status/2052051210530914510",
  "twitterUrl": "https://twitter.com/vllm_project/status/2052051210530914510",
  "text": "🚀 Excited to be the exclusive day-0 launch partner for @lightseekorg's Tokenspeed project!\n\nWe've integrated Tokenspeed's MLA library, optimized specifically for agentic workloads with long context and multi-turn, purpose-built for Kimi 2.5/2.6 and DeepSeek R1 on NVIDIA Blackwell hardware! \n\nTry it out today with our preview image - nightly support coming soon!",
  "source": "Twitter for iPhone",
  "retweetCount": 27,
  "replyCount": 9,
  "likeCount": 199,
  "quoteCount": 3,
  "viewCount": 31521,
  "createdAt": "Wed May 06 15:41:48 +0000 2026",
  "lang": "en",
  "bookmarkCount": 105,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2052051210530914510",
  "displayTextRange": [
    0,
    270
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "vllm_project",
    "url": "https://x.com/vllm_project",
    "twitterUrl": "https://twitter.com/vllm_project",
    "id": "1774187564276289536",
    "name": "vLLM",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1774187681746182144/N_5NJ8B1_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/1774187564276289536/1733806062",
    "description": "",
    "location": "",
    "followers": 38270,
    "following": 36,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Sat Mar 30 21:31:01 +0000 2024",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 588,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 274,
    "statusesCount": 981,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "A high-throughput and memory-efficient inference and serving engine for LLMs. Join https://t.co/lxJ0SfX5pJ to discuss together with the community!",
      "entities": {
        "description": {
          "urls": [
            {
              "display_url": "slack.vllm.ai",
              "expanded_url": "http://slack.vllm.ai",
              "indices": [
                83,
                106
              ],
              "url": "https://t.co/lxJ0SfX5pJ"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "vllm.ai",
              "expanded_url": "https://vllm.ai",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/OSHR5C6pCV"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.twitter.com/wm19Qo9mJZ",
        "expanded_url": "https://twitter.com/vllm_project/status/2052051210530914510/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "orig": {
            "faces": []
          }
        },
        "id_str": "2052050209765728256",
        "indices": [
          271,
          294
        ],
        "media_key": "3_2052050209765728256",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx6WMsmWiAACgACHHpZtCibAM4AAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHHpYyyZaIAAKAAIcelm0KJsAzgAA",
            "media_key": "3_2052050209765728256"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HHpYyyZaIAAkxf9.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 326,
              "w": 582,
              "x": 0,
              "y": 0
            },
            {
              "h": 326,
              "w": 326,
              "x": 44,
              "y": 0
            },
            {
              "h": 326,
              "w": 286,
              "x": 64,
              "y": 0
            },
            {
              "h": 326,
              "w": 163,
              "x": 126,
              "y": 0
            },
            {
              "h": 326,
              "w": 1190,
              "x": 0,
              "y": 0
            }
          ],
          "height": 326,
          "width": 1190
        },
        "sizes": {
          "large": {
            "h": 326,
            "w": 1190
          }
        },
        "type": "photo",
        "url": "https://t.co/wm19Qo9mJZ"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [],
    "user_mentions": [
      {
        "id_str": "1979779961419620352",
        "indices": [
          55,
          68
        ],
        "name": "LightSeek Foundation",
        "screen_name": "lightseekorg"
      }
    ]
  },
  "quoted_tweet": {
    "type": "tweet",
    "id": "2052048105412141376",
    "url": "https://x.com/lightseekorg/status/2052048105412141376",
    "twitterUrl": "https://twitter.com/lightseekorg/status/2052048105412141376",
    "text": "Introducing TokenSpeed, a speed-of-light LLM inference engine.\n\n> TensorRT LLM level performance\n\n> vLLM level usability\n\n> Built by a lean and mission-driven team in two months\n\n> MIT license, open-source\n\nhttps://t.co/MJzhCEg7m8\n\nhttps://t.co/anhoETwwS9 https://t.co/BWn4Me62x7",
    "source": "Twitter for iPhone",
    "retweetCount": 123,
    "replyCount": 39,
    "likeCount": 1089,
    "quoteCount": 22,
    "viewCount": 1584749,
    "createdAt": "Wed May 06 15:29:28 +0000 2026",
    "lang": "en",
    "bookmarkCount": 917,
    "isReply": false,
    "inReplyToId": null,
    "conversationId": "2052048105412141376",
    "displayTextRange": [
      0,
      267
    ],
    "inReplyToUserId": null,
    "inReplyToUsername": null,
    "author": {
      "type": "user",
      "userName": "lightseekorg",
      "url": "https://x.com/lightseekorg",
      "twitterUrl": "https://twitter.com/lightseekorg",
      "id": "1979779961419620352",
      "name": "LightSeek Foundation",
      "isVerified": false,
      "isBlueVerified": true,
      "verifiedType": "Business",
      "profilePicture": "https://pbs.twimg.com/profile_images/1988150856152477703/KDjkKvgk_normal.jpg",
      "coverPicture": "",
      "description": "",
      "location": "San Francisco Bay Area",
      "followers": 1310,
      "following": 1,
      "status": "",
      "canDm": false,
      "canMediaTag": true,
      "createdAt": "Sun Oct 19 05:21:58 +0000 2025",
      "entities": {
        "description": {
          "urls": []
        },
        "url": {}
      },
      "fastFollowersCount": 0,
      "favouritesCount": 37,
      "hasCustomTimelines": true,
      "isTranslator": false,
      "mediaCount": 3,
      "statusesCount": 24,
      "withheldInCountries": [],
      "affiliatesHighlightedLabel": {},
      "possiblySensitive": false,
      "pinnedTweetIds": [
        "2052048105412141376"
      ],
      "profile_bio": {
        "description": "Creators of TokenSpeed, TorchSpec, and SMG — building next-generation AI infra systems.",
        "entities": {
          "description": {},
          "url": {
            "urls": [
              {
                "display_url": "lightseek.org",
                "expanded_url": "https://lightseek.org",
                "indices": [
                  0,
                  23
                ],
                "url": "https://t.co/Qlj6yasAuY"
              }
            ]
          }
        }
      },
      "isAutomated": false,
      "automatedBy": null
    },
    "extendedEntities": {
      "media": [
        {
          "allow_download_status": {
            "allow_download": true
          },
          "display_url": "pic.twitter.com/BWn4Me62x7",
          "expanded_url": "https://twitter.com/lightseekorg/status/2052048105412141376/photo/1",
          "ext_media_availability": {
            "status": "Available"
          },
          "features": {
            "large": {
              "faces": []
            },
            "orig": {
              "faces": []
            }
          },
          "id_str": "2052040704302735360",
          "indices": [
            268,
            291
          ],
          "media_key": "3_2052040704302735360",
          "media_results": {
            "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx6UCX8m2AACgACHHpW4TEaoUAAAA==",
            "result": {
              "__typename": "ApiMedia",
              "id": "QXBpTWVkaWE6DAABCgABHHpQJfybYAAKAAIcelbhMRqhQAAA",
              "media_key": "3_2052040704302735360"
            }
          },
          "media_url_https": "https://pbs.twimg.com/media/HHpQJfybYAAMCpi.png",
          "original_info": {
            "focus_rects": [
              {
                "h": 605,
                "w": 1081,
                "x": 0,
                "y": 0
              },
              {
                "h": 636,
                "w": 636,
                "x": 33,
                "y": 0
              },
              {
                "h": 636,
                "w": 558,
                "x": 72,
                "y": 0
              },
              {
                "h": 636,
                "w": 318,
                "x": 192,
                "y": 0
              },
              {
                "h": 636,
                "w": 1081,
                "x": 0,
                "y": 0
              }
            ],
            "height": 636,
            "width": 1081
          },
          "sizes": {
            "large": {
              "h": 636,
              "w": 1081
            }
          },
          "type": "photo",
          "url": "https://t.co/BWn4Me62x7"
        },
        {
          "allow_download_status": {
            "allow_download": true
          },
          "display_url": "pic.twitter.com/BWn4Me62x7",
          "expanded_url": "https://twitter.com/lightseekorg/status/2052048105412141376/photo/1",
          "ext_media_availability": {
            "status": "Available"
          },
          "features": {
            "large": {
              "faces": []
            },
            "orig": {
              "faces": []
            }
          },
          "id_str": "2052041356051410944",
          "indices": [
            268,
            291
          ],
          "media_key": "3_2052041356051410944",
          "media_results": {
            "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx6UL272vAACgACHHpW4TEaoUAAAA==",
            "result": {
              "__typename": "ApiMedia",
              "id": "QXBpTWVkaWE6DAABCgABHHpQvbva8AAKAAIcelbhMRqhQAAA",
              "media_key": "3_2052041356051410944"
            }
          },
          "media_url_https": "https://pbs.twimg.com/media/HHpQvbva8AAm8vc.jpg",
          "original_info": {
            "focus_rects": [
              {
                "h": 1478,
                "w": 2640,
                "x": 0,
                "y": 0
              },
              {
                "h": 2640,
                "w": 2640,
                "x": 0,
                "y": 0
              },
              {
                "h": 3010,
                "w": 2640,
                "x": 0,
                "y": 0
              },
              {
                "h": 3020,
                "w": 1510,
                "x": 0,
                "y": 0
              },
              {
                "h": 3020,
                "w": 2640,
                "x": 0,
                "y": 0
              }
            ],
            "height": 3020,
            "width": 2640
          },
          "sizes": {
            "large": {
              "h": 2048,
              "w": 1790
            }
          },
          "type": "photo",
          "url": "https://t.co/BWn4Me62x7"
        }
      ]
    },
    "card": null,
    "place": {},
    "entities": {
      "hashtags": [],
      "symbols": [],
      "timestamps": [],
      "urls": [
        {
          "display_url": "github.com/lightseekorg/t…",
          "expanded_url": "https://github.com/lightseekorg/tokenspeed",
          "indices": [
            219,
            242
          ],
          "url": "https://t.co/MJzhCEg7m8"
        },
        {
          "display_url": "lightseek.org/blog/lightseek…",
          "expanded_url": "https://lightseek.org/blog/lightseek-tokenspeed.html",
          "indices": [
            244,
            267
          ],
          "url": "https://t.co/anhoETwwS9"
        }
      ],
      "user_mentions": []
    },
    "quoted_tweet": null,
    "retweeted_tweet": null,
    "isLimitedReply": false,
    "communityInfo": null,
    "article": null
  },
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}