{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Model Follower: Classify and make typed decisions",
  "home_page_url": "https://openmodeldrops.com/for/classification/",
  "feed_url": "https://openmodeldrops.com/feeds/for/classification.json",
  "description": "Models with measured (third-party leaderboard) or author-reported evidence for \"Classify and make typed decisions\", dated by when the evidence was observed.",
  "language": "en",
  "items": [
    {
      "id": "81bd1c5d186d2e7efa62",
      "url": "https://openmodeldrops.com/models/frontier-infra/jebadiah-27b/",
      "title": "jebadiah-27b: Author reports Decision Index 0.2.1 54.67",
      "content_text": "frontier-infra/jebadiah-27b has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 0.2.1 54.67 (Jebadiah 27B). Source: https://huggingface.co/frontier-infra/jebadiah-27b/raw/main/README.md. Observed at 2026-10-23T20:11:33.125031+00:00.",
      "date_published": "2026-10-23T20:11:33.125031+00:00",
      "_diff": {
        "model_id": "frontier-infra/jebadiah-27b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 0.2.1 54.67",
        "source_url": "https://huggingface.co/frontier-infra/jebadiah-27b/raw/main/README.md",
        "observed_at": "2026-10-23T20:11:33.125031+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "d72c9958c4e2ce1dd68d",
      "url": "https://openmodeldrops.com/models/Mapika/decider-4b/",
      "title": "decider-4b: Author reports Decision Index 0.3, 4,500-request sample 51.02",
      "content_text": "Mapika/decider-4b has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 0.3, 4,500-request sample 51.02 (v3). Source: https://huggingface.co/Mapika/decider-4b/raw/main/README.md. Observed at 2026-10-23T20:11:28.735733+00:00.",
      "date_published": "2026-10-23T20:11:28.735733+00:00",
      "_diff": {
        "model_id": "Mapika/decider-4b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 0.3, 4,500-request sample 51.02",
        "source_url": "https://huggingface.co/Mapika/decider-4b/raw/main/README.md",
        "observed_at": "2026-10-23T20:11:28.735733+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "cc9577ef64b738c8ba1f",
      "url": "https://openmodeldrops.com/models/Mapika/decider-2b/",
      "title": "decider-2b: Author reports Decision Index 0.3, 4,500-request sample 38.18",
      "content_text": "Mapika/decider-2b has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 0.3, 4,500-request sample 38.18 (through decider.serve 1.10.0). Source: https://huggingface.co/Mapika/decider-2b/raw/main/README.md. Observed at 2026-10-23T20:11:06.043516+00:00.",
      "date_published": "2026-10-23T20:11:06.043516+00:00",
      "_diff": {
        "model_id": "Mapika/decider-2b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 0.3, 4,500-request sample 38.18",
        "source_url": "https://huggingface.co/Mapika/decider-2b/raw/main/README.md",
        "observed_at": "2026-10-23T20:11:06.043516+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "80f3315a27ece8e4ead0",
      "url": "https://openmodeldrops.com/models/moganai/lavoir/",
      "title": "lavoir: Author reports Banking77 (77 labels) .533",
      "content_text": "moganai/lavoir has author-reported evidence for \"Classify and make typed decisions\": Author reports Banking77 (77 labels) .533 (single-turn). Source: https://huggingface.co/moganai/lavoir/raw/main/README.md. Observed at 2026-10-07T20:27:06.578770+00:00.",
      "date_published": "2026-10-07T20:27:06.578770+00:00",
      "_diff": {
        "model_id": "moganai/lavoir",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Banking77 (77 labels) .533",
        "source_url": "https://huggingface.co/moganai/lavoir/raw/main/README.md",
        "observed_at": "2026-10-07T20:27:06.578770+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "b9297f30994dfa3e7123",
      "url": "https://openmodeldrops.com/models/thegovind/blink-27b/",
      "title": "blink-27b: Author reports Decision Index 0.2 balanced skill 52.72",
      "content_text": "thegovind/blink-27b has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 0.2 balanced skill 52.72 (Local development readout). Source: https://huggingface.co/thegovind/blink-27b/raw/main/README.md. Observed at 2026-10-07T20:27:03.994185+00:00.",
      "date_published": "2026-10-07T20:27:03.994185+00:00",
      "_diff": {
        "model_id": "thegovind/blink-27b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 0.2 balanced skill 52.72",
        "source_url": "https://huggingface.co/thegovind/blink-27b/raw/main/README.md",
        "observed_at": "2026-10-07T20:27:03.994185+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "3bb68681a0514a219203",
      "url": "https://openmodeldrops.com/models/caiovicentino1/Eikos-27B-FP8/",
      "title": "Eikos-27B-FP8: Author reports Decision Index 74.4",
      "content_text": "caiovicentino1/Eikos-27B-FP8 has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 74.4 (Tools & Automation). Source: https://huggingface.co/caiovicentino1/Eikos-27B-FP8/raw/main/README.md. Observed at 2026-10-07T20:27:02.451825+00:00.",
      "date_published": "2026-10-07T20:27:02.451825+00:00",
      "_diff": {
        "model_id": "caiovicentino1/Eikos-27B-FP8",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 74.4",
        "source_url": "https://huggingface.co/caiovicentino1/Eikos-27B-FP8/raw/main/README.md",
        "observed_at": "2026-10-07T20:27:02.451825+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "7c72580c4a0078c7abca",
      "url": "https://openmodeldrops.com/models/FrontiersMind/Lumma-fev-0.1b/",
      "title": "Lumma-fev-0.1b: Author reports Banking77 0.47",
      "content_text": "FrontiersMind/Lumma-fev-0.1b has author-reported evidence for \"Classify and make typed decisions\": Author reports Banking77 0.47 (Lumma-Fev-0.15B). Source: https://huggingface.co/FrontiersMind/Lumma-fev-0.1b/raw/main/README.md. Observed at 2026-10-07T20:26:23.651093+00:00.",
      "date_published": "2026-10-07T20:26:23.651093+00:00",
      "_diff": {
        "model_id": "FrontiersMind/Lumma-fev-0.1b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Banking77 0.47",
        "source_url": "https://huggingface.co/FrontiersMind/Lumma-fev-0.1b/raw/main/README.md",
        "observed_at": "2026-10-07T20:26:23.651093+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "68dcc3954d71f018f5fa",
      "url": "https://openmodeldrops.com/models/kirp/jpt-9b/",
      "title": "jpt-9b: Author reports Decision Index 0.2.1 46.89",
      "content_text": "kirp/jpt-9b has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 0.2.1 46.89. Source: https://huggingface.co/kirp/jpt-9b/raw/main/README.md. Observed at 2026-10-07T20:26:22.147729+00:00.",
      "date_published": "2026-10-07T20:26:22.147729+00:00",
      "_diff": {
        "model_id": "kirp/jpt-9b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 0.2.1 46.89",
        "source_url": "https://huggingface.co/kirp/jpt-9b/raw/main/README.md",
        "observed_at": "2026-10-07T20:26:22.147729+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "474e3b84719d07761614",
      "url": "https://openmodeldrops.com/models/FrontiersMind/Lumma-fev-0.6b/",
      "title": "Lumma-fev-0.6b: Author reports Banking77 0.90",
      "content_text": "FrontiersMind/Lumma-fev-0.6b has author-reported evidence for \"Classify and make typed decisions\": Author reports Banking77 0.90. Source: https://huggingface.co/FrontiersMind/Lumma-fev-0.6b/raw/main/README.md. Observed at 2026-10-07T20:26:06.458882+00:00.",
      "date_published": "2026-10-07T20:26:06.458882+00:00",
      "_diff": {
        "model_id": "FrontiersMind/Lumma-fev-0.6b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Banking77 0.90",
        "source_url": "https://huggingface.co/FrontiersMind/Lumma-fev-0.6b/raw/main/README.md",
        "observed_at": "2026-10-07T20:26:06.458882+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "ee50c275d4d3d18f9a5a",
      "url": "https://openmodeldrops.com/models/kirp/jpt-4b/",
      "title": "jpt-4b: Author reports Decision Index 0.2.1 57.2",
      "content_text": "kirp/jpt-4b has author-reported evidence for \"Classify and make typed decisions\": Author reports Decision Index 0.2.1 57.2 (Tools). Source: https://huggingface.co/kirp/jpt-4b/raw/main/README.md. Observed at 2026-10-07T20:25:54.610774+00:00.",
      "date_published": "2026-10-07T20:25:54.610774+00:00",
      "_diff": {
        "model_id": "kirp/jpt-4b",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Decision Index 0.2.1 57.2",
        "source_url": "https://huggingface.co/kirp/jpt-4b/raw/main/README.md",
        "observed_at": "2026-10-07T20:25:54.610774+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "7039276e66072bbf8c58",
      "url": "https://openmodeldrops.com/models/SupersonicLabs/Julia-1/",
      "title": "Julia-1: Author reports Banking77 pilot · 72 labels 64.00%",
      "content_text": "SupersonicLabs/Julia-1 has author-reported evidence for \"Classify and make typed decisions\": Author reports Banking77 pilot · 72 labels 64.00%. Source: https://huggingface.co/SupersonicLabs/Julia-1/raw/main/README.md. Observed at 2026-10-07T20:25:02.632520+00:00.",
      "date_published": "2026-10-07T20:25:02.632520+00:00",
      "_diff": {
        "model_id": "SupersonicLabs/Julia-1",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports Banking77 pilot · 72 labels 64.00%",
        "source_url": "https://huggingface.co/SupersonicLabs/Julia-1/raw/main/README.md",
        "observed_at": "2026-10-07T20:25:02.632520+00:00",
        "kind": "usecase"
      }
    },
    {
      "id": "60124e85ed397a37ced9",
      "url": "https://openmodeldrops.com/models/swiss-ai/Apertus-8B-Instruct-2509/",
      "title": "Apertus-8B-Instruct-2509: Author reports XNLI 45.3",
      "content_text": "swiss-ai/Apertus-8B-Instruct-2509 has author-reported evidence for \"Classify and make typed decisions\": Author reports XNLI 45.3 (Apertus-70B). Source: https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509/raw/main/README.md. Observed at 2026-10-07T20:21:16.370372+00:00.",
      "date_published": "2026-10-07T20:21:16.370372+00:00",
      "_diff": {
        "model_id": "swiss-ai/Apertus-8B-Instruct-2509",
        "field": "use_case:classification",
        "old": null,
        "new": "Author reports XNLI 45.3",
        "source_url": "https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509/raw/main/README.md",
        "observed_at": "2026-10-07T20:21:16.370372+00:00",
        "kind": "usecase"
      }
    }
  ]
}