🐦 Twitter Post Details

Viewing enriched Twitter post

@RisingSayak

Last year, I got to collaborate on a number of serious projects at the intersection of Diffusers x optimization ⚡️ First, NONE of them were bootstrapped with any AI agents but pure domain knowledge and expertise. So, besides just feeling good, it's also very reassuring to me to know how important those two traits are. Now, coming to the projects that I think are worth mentioning: * `flux-fast`: Showing a combination of `torch.compile` + unscaled FP8 FA3 + no CPU-GPU sync + dynamic FP8 is great for accelerating Flux.1-*. https://t.co/Fagw9bkFPA * `torch.compile` x Diffusers: What does it take to get the most out of `torch.compile` in Diffusers across different user workloads? https://t.co/J8bPgBFK1y * `lora-fast`: How to hotswap LoRAs into compiled models without incurring (slow) recompilation issues? How to set it up for success? https://t.co/FhY8ATz4c0 * `zerogpu-brrr`: How to optimize a ZeroGPU HF Space with AOT + FA3 and other goodies? This helps save 💰 and improve the user experience of your ZeroGPU applications. https://t.co/DdPsS6O5Ky Hopefully, this will make you realize there's still a LOT that you can do (preferably pairing with AI) if you're curious and deeply invested in stuff you care about.

Media 1
Media 2
Media 3

📊 Media Metadata

{
  "media": [
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036300599915077992/media_0.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036300599915077992/media_0.jpg",
      "type": "photo",
      "filename": "media_0.jpg"
    },
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036300599915077992/media_1.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036300599915077992/media_1.jpg",
      "type": "photo",
      "filename": "media_1.jpg"
    },
    {
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036300599915077992/media_2.jpg",
      "media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036300599915077992/media_2.jpg",
      "type": "photo",
      "filename": "media_2.jpg"
    }
  ],
  "processed_at": "2026-03-24T10:50:16.341127",
  "pipeline_version": "2.0"
}

🔧 Raw API Response

{
  "type": "tweet",
  "id": "2036300599915077992",
  "url": "https://x.com/RisingSayak/status/2036300599915077992",
  "twitterUrl": "https://twitter.com/RisingSayak/status/2036300599915077992",
  "text": "Last year, I got to collaborate on a number of serious projects at the intersection of Diffusers x optimization ⚡️\n\nFirst, NONE of them were bootstrapped with any AI agents but pure domain knowledge and expertise. So, besides just feeling good, it's also very reassuring to me to know how important those two traits are.\n\nNow, coming to the projects that I think are worth mentioning:\n\n* `flux-fast`: Showing a combination of `torch.compile` + unscaled FP8 FA3 + no CPU-GPU sync + dynamic FP8 is great for accelerating Flux.1-*. https://t.co/Fagw9bkFPA\n\n* `torch.compile` x Diffusers: What does it take to get the most out of `torch.compile` in Diffusers across different user workloads? https://t.co/J8bPgBFK1y\n\n* `lora-fast`: How to hotswap LoRAs into compiled models without incurring (slow) recompilation issues? How to set it up for success? https://t.co/FhY8ATz4c0\n\n* `zerogpu-brrr`: How to optimize a ZeroGPU HF Space with AOT + FA3 and other goodies? This helps save 💰 and improve the user experience of your ZeroGPU applications. https://t.co/DdPsS6O5Ky\n\nHopefully, this will make you realize there's still a LOT that you can do (preferably pairing with AI) if you're curious and deeply invested in stuff you care about.",
  "source": "Twitter for iPhone",
  "retweetCount": 5,
  "replyCount": 1,
  "likeCount": 39,
  "quoteCount": 0,
  "viewCount": 2516,
  "createdAt": "Tue Mar 24 04:34:30 +0000 2026",
  "lang": "en",
  "bookmarkCount": 20,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2036300599915077992",
  "displayTextRange": [
    0,
    279
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "RisingSayak",
    "url": "https://x.com/RisingSayak",
    "twitterUrl": "https://twitter.com/RisingSayak",
    "id": "593407733",
    "name": "Sayak Paul",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1485518937404350464/DYrpvgPr_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/593407733/1623139623",
    "description": "",
    "location": "Earth",
    "followers": 23284,
    "following": 125,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Tue May 29 05:54:18 +0000 2012",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 8760,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 1159,
    "statusesCount": 6689,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1941010150191685980"
    ],
    "profile_bio": {
      "description": "ML at Hugging Face 🤗",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [],
          "user_mentions": []
        },
        "url": {
          "urls": [
            {
              "display_url": "sayak.dev",
              "expanded_url": "https://sayak.dev/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/s3lLLzfGXS"
            }
          ]
        }
      }
    },
    "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/2035052616087216130/V173WfAj?format=jpg&name=800x419",
            "width": 800
          }
        }
      },
      {
        "key": "thumbnail_image",
        "value": {
          "image_value": {
            "height": 200,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=400x400",
            "width": 400
          }
        }
      },
      {
        "key": "description",
        "value": {
          "string_value": "Making Flux go brrr on GPUs. Contribute to huggingface/flux-fast development by creating an account on GitHub."
        }
      },
      {
        "key": "domain",
        "value": {
          "string_value": "github.com"
        }
      },
      {
        "key": "thumbnail_image_large",
        "value": {
          "image_value": {
            "height": 300,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=600x600",
            "width": 600
          }
        }
      },
      {
        "key": "summary_photo_image_small",
        "value": {
          "image_value": {
            "height": 202,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=386x202",
            "width": 386
          }
        }
      },
      {
        "key": "thumbnail_image_original",
        "value": {
          "image_value": {
            "height": 600,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=orig",
            "width": 1200
          }
        }
      },
      {
        "key": "site",
        "value": {
          "scribe_key": "publisher_id",
          "user_value": {
            "id_str": "13334762",
            "path": []
          }
        }
      },
      {
        "key": "photo_image_full_size_small",
        "value": {
          "image_value": {
            "height": 202,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=386x202",
            "width": 386
          }
        }
      },
      {
        "key": "summary_photo_image_large",
        "value": {
          "image_value": {
            "height": 419,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=800x419",
            "width": 800
          }
        }
      },
      {
        "key": "thumbnail_image_small",
        "value": {
          "image_value": {
            "height": 72,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=144x144",
            "width": 144
          }
        }
      },
      {
        "key": "thumbnail_image_x_large",
        "value": {
          "image_value": {
            "height": 600,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=png&name=2048x2048_2_exp",
            "width": 1200
          }
        }
      },
      {
        "key": "photo_image_full_size_original",
        "value": {
          "image_value": {
            "height": 600,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=orig",
            "width": 1200
          }
        }
      },
      {
        "key": "photo_image_full_size_alt_text",
        "value": {
          "string_value": "Making Flux go brrr on GPUs. Contribute to huggingface/flux-fast development by creating an account on GitHub."
        }
      },
      {
        "key": "vanity_url",
        "value": {
          "scribe_key": "vanity_url",
          "string_value": "github.com"
        }
      },
      {
        "key": "photo_image_full_size",
        "value": {
          "image_value": {
            "height": 314,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=600x314",
            "width": 600
          }
        }
      },
      {
        "key": "summary_photo_image_alt_text",
        "value": {
          "string_value": "Making Flux go brrr on GPUs. Contribute to huggingface/flux-fast development by creating an account on GitHub."
        }
      },
      {
        "key": "thumbnail_image_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 91.49,
                "rgb": {
                  "blue": 255,
                  "green": 255,
                  "red": 255
                }
              },
              {
                "percentage": 2.56,
                "rgb": {
                  "blue": 166,
                  "green": 115,
                  "red": 53
                }
              },
              {
                "percentage": 2.12,
                "rgb": {
                  "blue": 23,
                  "green": 194,
                  "red": 254
                }
              },
              {
                "percentage": 0.54,
                "rgb": {
                  "blue": 81,
                  "green": 224,
                  "red": 137
                }
              },
              {
                "percentage": 0.49,
                "rgb": {
                  "blue": 227,
                  "green": 242,
                  "red": 252
                }
              }
            ]
          }
        }
      },
      {
        "key": "title",
        "value": {
          "string_value": "GitHub - huggingface/flux-fast: Making Flux go brrr on GPUs."
        }
      },
      {
        "key": "summary_photo_image_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 91.49,
                "rgb": {
                  "blue": 255,
                  "green": 255,
                  "red": 255
                }
              },
              {
                "percentage": 2.56,
                "rgb": {
                  "blue": 166,
                  "green": 115,
                  "red": 53
                }
              },
              {
                "percentage": 2.12,
                "rgb": {
                  "blue": 23,
                  "green": 194,
                  "red": 254
                }
              },
              {
                "percentage": 0.54,
                "rgb": {
                  "blue": 81,
                  "green": 224,
                  "red": 137
                }
              },
              {
                "percentage": 0.49,
                "rgb": {
                  "blue": 227,
                  "green": 242,
                  "red": 252
                }
              }
            ]
          }
        }
      },
      {
        "key": "summary_photo_image_x_large",
        "value": {
          "image_value": {
            "height": 600,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=png&name=2048x2048_2_exp",
            "width": 1200
          }
        }
      },
      {
        "key": "summary_photo_image",
        "value": {
          "image_value": {
            "height": 314,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=jpg&name=600x314",
            "width": 600
          }
        }
      },
      {
        "key": "photo_image_full_size_color",
        "value": {
          "image_color_value": {
            "palette": [
              {
                "percentage": 91.49,
                "rgb": {
                  "blue": 255,
                  "green": 255,
                  "red": 255
                }
              },
              {
                "percentage": 2.56,
                "rgb": {
                  "blue": 166,
                  "green": 115,
                  "red": 53
                }
              },
              {
                "percentage": 2.12,
                "rgb": {
                  "blue": 23,
                  "green": 194,
                  "red": 254
                }
              },
              {
                "percentage": 0.54,
                "rgb": {
                  "blue": 81,
                  "green": 224,
                  "red": 137
                }
              },
              {
                "percentage": 0.49,
                "rgb": {
                  "blue": 227,
                  "green": 242,
                  "red": 252
                }
              }
            ]
          }
        }
      },
      {
        "key": "photo_image_full_size_x_large",
        "value": {
          "image_value": {
            "height": 600,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?format=png&name=2048x2048_2_exp",
            "width": 1200
          }
        }
      },
      {
        "key": "card_url",
        "value": {
          "scribe_key": "card_url",
          "string_value": "https://t.co/Fagw9bkFPA"
        }
      },
      {
        "key": "summary_photo_image_original",
        "value": {
          "image_value": {
            "height": 600,
            "url": "https://pbs.twimg.com/card_img/2035052616087216130/V173WfAj?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/Fagw9bkFPA",
    "user_refs_results": [
      {
        "rest_id": "13334762",
        "result": {
          "__typename": "User",
          "action_counts": {
            "favorites_count": 8658
          },
          "avatar": {
            "image_url": "https://pbs.twimg.com/profile_images/1633247750010830848/8zfRrYjA_normal.png"
          },
          "banner": {
            "image_url": "https://pbs.twimg.com/profile_banners/13334762/1765308302"
          },
          "core": {
            "created_at": "Mon Feb 11 04:41:50 +0000 2008",
            "name": "GitHub",
            "screen_name": "github"
          },
          "dm_permissions": {
            "can_dm": false
          },
          "exclusive_tweet_following": false,
          "follow_request_sent": false,
          "identity_profile_labels_highlighted_label": {},
          "location": {
            "location": "San Francisco, CA"
          },
          "media_permissions": {
            "can_media_tag": true
          },
          "notifications_settings": {
            "notifications_enabled": false
          },
          "pinned_items": {
            "tweet_ids_str": [
              "2019093909981257849"
            ]
          },
          "privacy": {
            "protected": false,
            "suspended": false
          },
          "private_super_following": false,
          "profile_bio": {
            "description": "The AI-powered developer platform to build, scale, and deliver secure software.",
            "entities": {
              "description": {
                "hashtags": [],
                "symbols": [],
                "urls": [],
                "user_mentions": []
              },
              "url": {
                "urls": [
                  {
                    "display_url": "github.com",
                    "expanded_url": "http://github.com",
                    "indices": [
                      0,
                      23
                    ],
                    "url": "https://t.co/bbJgfyzKzp"
                  }
                ]
              }
            }
          },
          "profile_image_shape": "Square",
          "profile_metadata": {
            "profile_interstitial_type": "",
            "profile_link_color": "981CEB"
          },
          "profile_translation": {
            "translator_type_enum": "None"
          },
          "properties": {
            "has_extended_profile": true
          },
          "relationship_counts": {
            "followers": 2624744,
            "following": 333
          },
          "relationship_perspectives": {
            "blocked_by": false,
            "blocking": false,
            "followed_by": false,
            "following": false,
            "live_following": false,
            "muting": false
          },
          "rest_id": "13334762",
          "smart_blocked_by": false,
          "smart_blocking": false,
          "super_follow_eligible": false,
          "super_followed_by": false,
          "super_following": false,
          "tweet_counts": {
            "media_tweets": 2931,
            "tweets": 10444
          },
          "verification": {
            "is_blue_verified": true,
            "verified": false,
            "verified_type": "Business"
          },
          "website": {
            "url": "https://t.co/bbJgfyzKzp"
          }
        }
      }
    ]
  },
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [
      {
        "display_url": "github.com/huggingface/fl…",
        "expanded_url": "https://github.com/huggingface/flux-fast/",
        "indices": [
          529,
          552
        ],
        "url": "https://t.co/Fagw9bkFPA"
      },
      {
        "display_url": "pytorch.org/blog/torch-com…",
        "expanded_url": "https://pytorch.org/blog/torch-compile-and-diffusers-a-hands-on-guide-to-peak-performance/",
        "indices": [
          688,
          711
        ],
        "url": "https://t.co/J8bPgBFK1y"
      },
      {
        "display_url": "github.com/huggingface/lo…",
        "expanded_url": "https://github.com/huggingface/lora-fast",
        "indices": [
          847,
          870
        ],
        "url": "https://t.co/FhY8ATz4c0"
      },
      {
        "display_url": "huggingface.co/blog/zerogpu-a…",
        "expanded_url": "https://huggingface.co/blog/zerogpu-aoti",
        "indices": [
          1039,
          1062
        ],
        "url": "https://t.co/DdPsS6O5Ky"
      }
    ],
    "user_mentions": []
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}