convaiinnovations/laya

hf convaiinnovations/laya 2 sources, 11 claims · Watch

What each source says

PropertySourceSaidMeans here
Author
author
not compared
GGUF quantisationsBeko2210
receipt
Source
GGUF quantisations
Its words
Beko2210
Read by
field:author
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab94a9137a71bb7d3dc745d",
  "author": "Beko2210",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "datasets": [
      "PolyAI/banking77",
      "AmazonScience/massive",
      "LocalLLaMA/typed-decisions",
      "tasksource/tasksource-jev-typed-decisions",
      "nvidia/Nemotron-Safety-Guard-Dataset-v3",
      "l3cube-pune/IndicGuard",
      "PolyAI/minds14",
      "benayas/snips"
    ],
    "language": [
      "en"
    ],
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/Beko2210/statim-decide-en-large/blob/main/LICENSE-MODEL.md",
    "license_name": "statim-weights",
    "model-index": [
      {
        "name": "statim-decide-en-large",
        "results": [
          {
            "dataset": {
              "name": "typed-decisions (test split, first 2,000 decisions; its train split is replay data)",
              "type": "LocalLLaMA/typed-decisions"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.768,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Banking77 (test split, first 2,000 rows, all 77 intents in one question)",
              "type": "PolyAI/banking77"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.928,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "MASSIVE intents (English) (150 seeded stratified English test rows)",
              "type": "AmazonScience/massive"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.8667,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "AG News (zero-shot (never trained on), first 2,000 test rows)",
              "type": "fancyzhx/ag_news"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.939,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "DAIR Emotion (zero-shot, first 2,000 test rows)",
              "type": "dair-ai/emotion"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.588,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "HWU64 intents (English, 150 rows; rows overlapping MASSIVE removed)",
              "type": "hwu64"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.8333,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "SIB-200 topics (English, 150 rows; zero-shot)",
              "type": "Davlan/sib200"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.7133,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Sentiment (English, 150 rows; zero-shot)",
              "type": "tyqiangz/multilingual-sentiments"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.6733,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "HateCheck (English, 150 rows; zero-shot)",
              "type": "mteb/multi-hatecheck"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.78,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Belebele reading (English, 150 rows; zero-shot)",
              "type": "facebook/belebele"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.4533,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          }
        ]
      }
    ],
    "pipeline_tag": "zero-shot-classification",
    "tags": [
      "statim",
      "gguf",
      "decision-making",
      "text-classification",
      "zero-shot-classification",
      "ModernBERT-large"
    ]
  },
  "createdAt": "2026-09-27T16:55:45.000Z",
  "downloads": 54,
  "gated": false,
  "id": "Beko2210/statim-decide-en-large",
  "lastModified": "2026-09-27T23:11:09.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "Beko2210/statim-decide-en-large",
  "pipeline_tag": "zero-shot-classification",
  "private": false,
  "sha": "6382a49e7ee6eef0ec4c1398a26993f3dea2ac2a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "DATA_LICENSES.md"
    },
    {
      "rfilename": "LICENSE-MODEL.md"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "checkpoint/encoder/config.json"
    },
    {
      "rfilename": "checkpoint/model.safetensors"
    },
    {
      "rfilename": "checkpoint/rl_agent_config.json"
    },
    {
      "rfilename": "checkpoint/tokenizer/tokenizer.json"
    },
    {
      "rfilename": "checkpoint/tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "evaluation/eval.json"
    },
    {
      "rfilename": "statim-decide-en-large-f32.gguf"
    },
    {
      "rfilename": "statim-decide-en-large-q8_0.gguf"
    }
  ],
  "tags": [
    "gguf",
    "safetensors",
    "statim",
    "decision-making",
    "text-classification",
    "zero-shot-classification",
    "ModernBERT-large",
    "en",
    "dataset:PolyAI/banking77",
    "dataset:AmazonScience/massive",
    "dataset:LocalLLaMA/typed-decisions",
    "dataset:tasksource/tasksource-jev-typed-decisions",
    "dataset:nvidia/Nemotron-Safety-Guard-Dataset-v3",
    "dataset:l3cube-pune/IndicGuard",
    "dataset:PolyAI/minds14",
    "dataset:benayas/snips",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:other",
    "model-index",
    "region:us"
  ]
}
—
Author
author
not compared
Falconsai
receipt
Source
GGUF quantisations
Its words
Falconsai
Read by
field:author
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab48604cea68d16f9f03fb0",
  "author": "Falconsai",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "library_name": "transformers",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use",
      "falconsai",
      "model-surgeon",
      "attested-lineage"
    ]
  },
  "createdAt": "2026-09-24T02:08:04.000Z",
  "downloads": 345,
  "gated": false,
  "id": "Falconsai/laya-v796",
  "lastModified": "2026-09-24T02:23:36.000Z",
  "library_name": "transformers",
  "likes": 1,
  "modelId": "Falconsai/laya-v796",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "96c14a51525d4531d9fdb5e74d7823bcd69c5558",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "falconsai_surgeon_package_20260924-020802.zip"
    },
    {
      "rfilename": "lineage.intoto.jsonl"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "model_edited.F32.gguf"
    },
    {
      "rfilename": "model_edited.safetensors"
    },
    {
      "rfilename": "surgery_log.json"
    }
  ],
  "tags": [
    "transformers",
    "gguf",
    "unknown",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "falconsai",
    "model-surgeon",
    "attested-lineage",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Author
author
not compared
ameerhmz5
receipt
Source
GGUF quantisations
Its words
ameerhmz5
Read by
field:author
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6abd4ea7de27cf95c9c08172",
  "author": "ameerhmz5",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "datasets": [
      "SetFit/ag_news",
      "dair-ai/emotion",
      "google/boolq",
      "LocalLLaMA/typed-decisions"
    ],
    "library_name": "transformers",
    "license": "apache-2.0",
    "metrics": [
      "accuracy"
    ],
    "model_name": "laya-modernbert-decision-90pct",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-engine",
      "modernbert",
      "calibration",
      "rl",
      "rlcd",
      "classification",
      "routing",
      "system-one",
      "mlx",
      "apple-silicon",
      "fp8",
      "gguf",
      "int8"
    ]
  },
  "createdAt": "2026-09-30T18:02:15.000Z",
  "downloads": 146,
  "gated": false,
  "id": "ameerhmz5/laya-modernbert-decision-90pct",
  "lastModified": "2026-09-30T18:35:34.000Z",
  "library_name": "transformers",
  "likes": 0,
  "modelId": "ameerhmz5/laya-modernbert-decision-90pct",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "c2caad4eebb0fef37f6d6011dc79bd539f484ca9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "encoder/config.json"
    },
    {
      "rfilename": "laya.f16.gguf"
    },
    {
      "rfilename": "laya.q8_0.gguf"
    },
    {
      "rfilename": "mlx-4bit/mlx_config.json"
    },
    {
      "rfilename": "mlx-4bit/model.safetensors"
    },
    {
      "rfilename": "mlx-8bit/mlx_config.json"
    },
    {
      "rfilename": "mlx-8bit/model.safetensors"
    },
    {
      "rfilename": "mlx/mlx_config.json"
    },
    {
      "rfilename": "mlx/model.safetensors"
    },
    {
      "rfilename": "mlx_config.json"
    },
    {
      "rfilename": "model.bf16.safetensors"
    },
    {
      "rfilename": "model.fp16.safetensors"
    },
    {
      "rfilename": "model.fp8.safetensors"
    },
    {
      "rfilename": "model.int8.safetensors"
    },
    {
      "rfilename": "model.safetensors"
    },
    {
      "rfilename": "rl_agent_api.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "rl_common.py"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    }
  ],
  "tags": [
    "transformers",
    "safetensors",
    "gguf",
    "modernbert",
    "fill-mask",
    "decision-engine",
    "calibration",
    "rl",
    "rlcd",
    "classification",
    "routing",
    "system-one",
    "mlx",
    "apple-silicon",
    "fp8",
    "int8",
    "text-classification",
    "dataset:SetFit/ag_news",
    "dataset:dair-ai/emotion",
    "dataset:google/boolq",
    "dataset:LocalLLaMA/typed-decisions",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Author
author
not compared
fibonacciai
receipt
Source
GGUF quantisations
Its words
fibonacciai
Read by
field:author
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab31141fc73b3983bc9a989",
  "author": "fibonacciai",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya"
    ],
    "datasets": [
      "PersianAICommunity/Fibonacci-Pre_Train-Persian-Corpus-Raw-Texts-Dataset"
    ],
    "language": [
      "fa",
      "en",
      "ar",
      "fr",
      "az",
      "es",
      "zh"
    ],
    "license": "apache-2.0",
    "pipeline_tag": "question-answering",
    "tags": [
      "laya",
      "persian",
      "jev",
      "ggmlc",
      "gguf"
    ]
  },
  "createdAt": "2026-09-22T23:37:37.000Z",
  "downloads": 213,
  "gated": false,
  "id": "fibonacciai/laya-gguf-persian-multilingual-decision",
  "lastModified": "2026-09-23T11:38:49.000Z",
  "likes": 1,
  "modelId": "fibonacciai/laya-gguf-persian-multilingual-decision",
  "pipeline_tag": "question-answering",
  "private": false,
  "sha": "8279c01d0382125f37eaf721d8641b9da3052564",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-persian-multilingual-Q4_K_M.gguf"
    },
    {
      "rfilename": "laya-persian-multilingual-head.safetensors"
    },
    {
      "rfilename": "laya_persian_multilingual_f16.gguf"
    },
    {
      "rfilename": "laya_persian_multilingual_q8_0.gguf"
    },
    {
      "rfilename": "laya_persian_multilingual_ud_q4_k_m.gguf"
    }
  ],
  "tags": [
    "gguf",
    "laya",
    "persian",
    "jev",
    "ggmlc",
    "question-answering",
    "fa",
    "en",
    "ar",
    "fr",
    "az",
    "es",
    "zh",
    "dataset:PersianAICommunity/Fibonacci-Pre_Train-Persian-Corpus-Raw-Texts-Dataset",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Author
author
not compared
fr0stbit3
receipt
Source
GGUF quantisations
Its words
fr0stbit3
Read by
field:author
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab0251878f5b3041d13bb9e",
  "author": "fr0stbit3",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "base_model_relation": "quantized",
    "library_name": "llama.cpp",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "gguf",
      "llama.cpp",
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use"
    ]
  },
  "createdAt": "2026-09-20T18:25:28.000Z",
  "downloads": 2323,
  "gated": false,
  "id": "fr0stbit3/laya-gguf",
  "lastModified": "2026-09-20T19:30:08.000Z",
  "library_name": "llama.cpp",
  "likes": 10,
  "modelId": "fr0stbit3/laya-gguf",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "ce2afdc0a8766af56a29a22dcf4a781e1f5c7d3c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-F16.gguf"
    },
    {
      "rfilename": "laya-Q4_K_M.gguf"
    },
    {
      "rfilename": "laya-Q6_K.gguf"
    },
    {
      "rfilename": "laya-Q8_0.gguf"
    },
    {
      "rfilename": "laya-head.safetensors"
    },
    {
      "rfilename": "laya_head.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "llama.cpp",
    "gguf",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Author
author
not compared
ggml-org
receipt
Source
GGUF quantisations
Its words
ggml-org
Read by
field:author
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6abed186bd91060230f941b8",
  "author": "ggml-org",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya"
    ],
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "gguf",
      "quantized",
      "decision-model"
    ]
  },
  "createdAt": "2026-10-01T21:32:54.000Z",
  "downloads": 501,
  "gated": false,
  "id": "ggml-org/Laya-GGUF",
  "lastModified": "2026-10-01T21:32:59.000Z",
  "likes": 8,
  "modelId": "ggml-org/Laya-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "da4b4753d62197659d8c90103cd4c43bef9afea6",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": ".src_sha"
    },
    {
      "rfilename": "Laya-BF16.gguf"
    },
    {
      "rfilename": "Laya-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "convert.log"
    }
  ],
  "tags": [
    "gguf",
    "quantized",
    "decision-model",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Author
author
not compared
mys
receipt
Source
GGUF quantisations
Its words
mys
Read by
field:author
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab0019a006ffa716349c9fe",
  "author": "mys",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "language": [
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "ggmlc",
      "gguf",
      "laya",
      "jev",
      "modernbert",
      "decision",
      "system-1"
    ]
  },
  "createdAt": "2026-09-20T15:54:02.000Z",
  "downloads": 6025,
  "gated": false,
  "id": "mys/laya-GGUF",
  "lastModified": "2026-09-20T16:07:32.000Z",
  "likes": 21,
  "modelId": "mys/laya-GGUF",
  "private": false,
  "sha": "713ae6f6e39fb54835e010485656e4484e5ec411",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya_english_f16.gguf"
    },
    {
      "rfilename": "laya_english_q8_0.gguf"
    },
    {
      "rfilename": "laya_english_ud_q4_k_m.gguf"
    }
  ],
  "tags": [
    "gguf",
    "ggmlc",
    "laya",
    "jev",
    "modernbert",
    "decision",
    "system-1",
    "en",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Author
author
not compared
wigcheng5566
receipt
Source
GGUF quantisations
Its words
wigcheng5566
Read by
field:author
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab3952a633bc674aa56e7f2",
  "author": "wigcheng5566",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya",
      "convaiinnovations/laya-multilingual"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "llama.cpp",
      "decision-model",
      "imx95",
      "neutron-npu",
      "edge"
    ]
  },
  "createdAt": "2026-09-23T09:00:26.000Z",
  "downloads": 214,
  "gated": false,
  "id": "wigcheng5566/laya-neutron-gguf",
  "lastModified": "2026-09-23T10:30:13.000Z",
  "likes": 2,
  "modelId": "wigcheng5566/laya-neutron-gguf",
  "private": false,
  "sha": "aa0af580eefde27f7e7b0fe345a2168285ccf30a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-ml-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-tokenizer.json"
    },
    {
      "rfilename": "laya-ml-tokenizer_config.json"
    },
    {
      "rfilename": "laya-tokenizer.json"
    },
    {
      "rfilename": "laya-tokenizer_config.json"
    },
    {
      "rfilename": "tokenize_laya.py"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "decision-model",
    "imx95",
    "neutron-npu",
    "edge",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Author
author
not compared
zerodegress
receipt
Source
GGUF quantisations
Its words
zerodegress
Read by
field:author
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab369750f963c40e60db506",
  "author": "zerodegress",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "base_model_relation": "quantized",
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "laya",
      "system-one",
      "decision-model",
      "modernbert"
    ]
  },
  "createdAt": "2026-09-23T05:53:57.000Z",
  "downloads": 155,
  "gated": false,
  "id": "zerodegress/laya-gguf",
  "lastModified": "2026-09-23T05:57:55.000Z",
  "likes": 1,
  "modelId": "zerodegress/laya-gguf",
  "private": false,
  "sha": "ff850ac9c08707e926847711a4d1819dc228ecc7",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-f16.gguf"
    },
    {
      "rfilename": "laya-f32.gguf"
    }
  ],
  "tags": [
    "gguf",
    "laya",
    "system-one",
    "decision-model",
    "modernbert",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Author
author
not compared
Hugging Face modelsconvaiinnovations
receipt
Source
Hugging Face models
Original
open at the source

This source has not kept a receipt for this claim yet. The next update that reads it will.

—
Base
base
GGUF quantisationsconvaiinnovations/laya
receipt
Source
GGUF quantisations
Its words
convaiinnovations/laya
Read by
field:cardData.base_model[]
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab48604cea68d16f9f03fb0",
  "author": "Falconsai",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "library_name": "transformers",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use",
      "falconsai",
      "model-surgeon",
      "attested-lineage"
    ]
  },
  "createdAt": "2026-09-24T02:08:04.000Z",
  "downloads": 345,
  "gated": false,
  "id": "Falconsai/laya-v796",
  "lastModified": "2026-09-24T02:23:36.000Z",
  "library_name": "transformers",
  "likes": 1,
  "modelId": "Falconsai/laya-v796",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "96c14a51525d4531d9fdb5e74d7823bcd69c5558",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "falconsai_surgeon_package_20260924-020802.zip"
    },
    {
      "rfilename": "lineage.intoto.jsonl"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "model_edited.F32.gguf"
    },
    {
      "rfilename": "model_edited.safetensors"
    },
    {
      "rfilename": "surgery_log.json"
    }
  ],
  "tags": [
    "transformers",
    "gguf",
    "unknown",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "falconsai",
    "model-surgeon",
    "attested-lineage",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Base
base
convaiinnovations/laya, convaiinnovations/laya-multilingual
receipt
Source
GGUF quantisations
Its words
convaiinnovations/laya, convaiinnovations/laya-multilingual
Read by
field:cardData.base_model[]
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab3952a633bc674aa56e7f2",
  "author": "wigcheng5566",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya",
      "convaiinnovations/laya-multilingual"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "llama.cpp",
      "decision-model",
      "imx95",
      "neutron-npu",
      "edge"
    ]
  },
  "createdAt": "2026-09-23T09:00:26.000Z",
  "downloads": 214,
  "gated": false,
  "id": "wigcheng5566/laya-neutron-gguf",
  "lastModified": "2026-09-23T10:30:13.000Z",
  "likes": 2,
  "modelId": "wigcheng5566/laya-neutron-gguf",
  "private": false,
  "sha": "aa0af580eefde27f7e7b0fe345a2168285ccf30a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-ml-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-tokenizer.json"
    },
    {
      "rfilename": "laya-ml-tokenizer_config.json"
    },
    {
      "rfilename": "laya-tokenizer.json"
    },
    {
      "rfilename": "laya-tokenizer_config.json"
    },
    {
      "rfilename": "tokenize_laya.py"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "decision-model",
    "imx95",
    "neutron-npu",
    "edge",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Downloads
downloads
not compared
GGUF quantisations146
receipt
Source
GGUF quantisations
Its words
146
Read by
field:downloads
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6abd4ea7de27cf95c9c08172",
  "author": "ameerhmz5",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "datasets": [
      "SetFit/ag_news",
      "dair-ai/emotion",
      "google/boolq",
      "LocalLLaMA/typed-decisions"
    ],
    "library_name": "transformers",
    "license": "apache-2.0",
    "metrics": [
      "accuracy"
    ],
    "model_name": "laya-modernbert-decision-90pct",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-engine",
      "modernbert",
      "calibration",
      "rl",
      "rlcd",
      "classification",
      "routing",
      "system-one",
      "mlx",
      "apple-silicon",
      "fp8",
      "gguf",
      "int8"
    ]
  },
  "createdAt": "2026-09-30T18:02:15.000Z",
  "downloads": 146,
  "gated": false,
  "id": "ameerhmz5/laya-modernbert-decision-90pct",
  "lastModified": "2026-09-30T18:35:34.000Z",
  "library_name": "transformers",
  "likes": 0,
  "modelId": "ameerhmz5/laya-modernbert-decision-90pct",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "c2caad4eebb0fef37f6d6011dc79bd539f484ca9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "encoder/config.json"
    },
    {
      "rfilename": "laya.f16.gguf"
    },
    {
      "rfilename": "laya.q8_0.gguf"
    },
    {
      "rfilename": "mlx-4bit/mlx_config.json"
    },
    {
      "rfilename": "mlx-4bit/model.safetensors"
    },
    {
      "rfilename": "mlx-8bit/mlx_config.json"
    },
    {
      "rfilename": "mlx-8bit/model.safetensors"
    },
    {
      "rfilename": "mlx/mlx_config.json"
    },
    {
      "rfilename": "mlx/model.safetensors"
    },
    {
      "rfilename": "mlx_config.json"
    },
    {
      "rfilename": "model.bf16.safetensors"
    },
    {
      "rfilename": "model.fp16.safetensors"
    },
    {
      "rfilename": "model.fp8.safetensors"
    },
    {
      "rfilename": "model.int8.safetensors"
    },
    {
      "rfilename": "model.safetensors"
    },
    {
      "rfilename": "rl_agent_api.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "rl_common.py"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    }
  ],
  "tags": [
    "transformers",
    "safetensors",
    "gguf",
    "modernbert",
    "fill-mask",
    "decision-engine",
    "calibration",
    "rl",
    "rlcd",
    "classification",
    "routing",
    "system-one",
    "mlx",
    "apple-silicon",
    "fp8",
    "int8",
    "text-classification",
    "dataset:SetFit/ag_news",
    "dataset:dair-ai/emotion",
    "dataset:google/boolq",
    "dataset:LocalLLaMA/typed-decisions",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
155
receipt
Source
GGUF quantisations
Its words
155
Read by
field:downloads
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab369750f963c40e60db506",
  "author": "zerodegress",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "base_model_relation": "quantized",
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "laya",
      "system-one",
      "decision-model",
      "modernbert"
    ]
  },
  "createdAt": "2026-09-23T05:53:57.000Z",
  "downloads": 155,
  "gated": false,
  "id": "zerodegress/laya-gguf",
  "lastModified": "2026-09-23T05:57:55.000Z",
  "likes": 1,
  "modelId": "zerodegress/laya-gguf",
  "private": false,
  "sha": "ff850ac9c08707e926847711a4d1819dc228ecc7",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-f16.gguf"
    },
    {
      "rfilename": "laya-f32.gguf"
    }
  ],
  "tags": [
    "gguf",
    "laya",
    "system-one",
    "decision-model",
    "modernbert",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
213
receipt
Source
GGUF quantisations
Its words
213
Read by
field:downloads
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab31141fc73b3983bc9a989",
  "author": "fibonacciai",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya"
    ],
    "datasets": [
      "PersianAICommunity/Fibonacci-Pre_Train-Persian-Corpus-Raw-Texts-Dataset"
    ],
    "language": [
      "fa",
      "en",
      "ar",
      "fr",
      "az",
      "es",
      "zh"
    ],
    "license": "apache-2.0",
    "pipeline_tag": "question-answering",
    "tags": [
      "laya",
      "persian",
      "jev",
      "ggmlc",
      "gguf"
    ]
  },
  "createdAt": "2026-09-22T23:37:37.000Z",
  "downloads": 213,
  "gated": false,
  "id": "fibonacciai/laya-gguf-persian-multilingual-decision",
  "lastModified": "2026-09-23T11:38:49.000Z",
  "likes": 1,
  "modelId": "fibonacciai/laya-gguf-persian-multilingual-decision",
  "pipeline_tag": "question-answering",
  "private": false,
  "sha": "8279c01d0382125f37eaf721d8641b9da3052564",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-persian-multilingual-Q4_K_M.gguf"
    },
    {
      "rfilename": "laya-persian-multilingual-head.safetensors"
    },
    {
      "rfilename": "laya_persian_multilingual_f16.gguf"
    },
    {
      "rfilename": "laya_persian_multilingual_q8_0.gguf"
    },
    {
      "rfilename": "laya_persian_multilingual_ud_q4_k_m.gguf"
    }
  ],
  "tags": [
    "gguf",
    "laya",
    "persian",
    "jev",
    "ggmlc",
    "question-answering",
    "fa",
    "en",
    "ar",
    "fr",
    "az",
    "es",
    "zh",
    "dataset:PersianAICommunity/Fibonacci-Pre_Train-Persian-Corpus-Raw-Texts-Dataset",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
214
receipt
Source
GGUF quantisations
Its words
214
Read by
field:downloads
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab3952a633bc674aa56e7f2",
  "author": "wigcheng5566",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya",
      "convaiinnovations/laya-multilingual"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "llama.cpp",
      "decision-model",
      "imx95",
      "neutron-npu",
      "edge"
    ]
  },
  "createdAt": "2026-09-23T09:00:26.000Z",
  "downloads": 214,
  "gated": false,
  "id": "wigcheng5566/laya-neutron-gguf",
  "lastModified": "2026-09-23T10:30:13.000Z",
  "likes": 2,
  "modelId": "wigcheng5566/laya-neutron-gguf",
  "private": false,
  "sha": "aa0af580eefde27f7e7b0fe345a2168285ccf30a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-ml-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-tokenizer.json"
    },
    {
      "rfilename": "laya-ml-tokenizer_config.json"
    },
    {
      "rfilename": "laya-tokenizer.json"
    },
    {
      "rfilename": "laya-tokenizer_config.json"
    },
    {
      "rfilename": "tokenize_laya.py"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "decision-model",
    "imx95",
    "neutron-npu",
    "edge",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Downloads
downloads
not compared
2323
receipt
Source
GGUF quantisations
Its words
2323
Read by
field:downloads
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab0251878f5b3041d13bb9e",
  "author": "fr0stbit3",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "base_model_relation": "quantized",
    "library_name": "llama.cpp",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "gguf",
      "llama.cpp",
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use"
    ]
  },
  "createdAt": "2026-09-20T18:25:28.000Z",
  "downloads": 2323,
  "gated": false,
  "id": "fr0stbit3/laya-gguf",
  "lastModified": "2026-09-20T19:30:08.000Z",
  "library_name": "llama.cpp",
  "likes": 10,
  "modelId": "fr0stbit3/laya-gguf",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "ce2afdc0a8766af56a29a22dcf4a781e1f5c7d3c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-F16.gguf"
    },
    {
      "rfilename": "laya-Q4_K_M.gguf"
    },
    {
      "rfilename": "laya-Q6_K.gguf"
    },
    {
      "rfilename": "laya-Q8_0.gguf"
    },
    {
      "rfilename": "laya-head.safetensors"
    },
    {
      "rfilename": "laya_head.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "llama.cpp",
    "gguf",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Downloads
downloads
not compared
345
receipt
Source
GGUF quantisations
Its words
345
Read by
field:downloads
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab48604cea68d16f9f03fb0",
  "author": "Falconsai",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "library_name": "transformers",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use",
      "falconsai",
      "model-surgeon",
      "attested-lineage"
    ]
  },
  "createdAt": "2026-09-24T02:08:04.000Z",
  "downloads": 345,
  "gated": false,
  "id": "Falconsai/laya-v796",
  "lastModified": "2026-09-24T02:23:36.000Z",
  "library_name": "transformers",
  "likes": 1,
  "modelId": "Falconsai/laya-v796",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "96c14a51525d4531d9fdb5e74d7823bcd69c5558",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "falconsai_surgeon_package_20260924-020802.zip"
    },
    {
      "rfilename": "lineage.intoto.jsonl"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "model_edited.F32.gguf"
    },
    {
      "rfilename": "model_edited.safetensors"
    },
    {
      "rfilename": "surgery_log.json"
    }
  ],
  "tags": [
    "transformers",
    "gguf",
    "unknown",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "falconsai",
    "model-surgeon",
    "attested-lineage",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
501
receipt
Source
GGUF quantisations
Its words
501
Read by
field:downloads
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6abed186bd91060230f941b8",
  "author": "ggml-org",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya"
    ],
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "gguf",
      "quantized",
      "decision-model"
    ]
  },
  "createdAt": "2026-10-01T21:32:54.000Z",
  "downloads": 501,
  "gated": false,
  "id": "ggml-org/Laya-GGUF",
  "lastModified": "2026-10-01T21:32:59.000Z",
  "likes": 8,
  "modelId": "ggml-org/Laya-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "da4b4753d62197659d8c90103cd4c43bef9afea6",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": ".src_sha"
    },
    {
      "rfilename": "Laya-BF16.gguf"
    },
    {
      "rfilename": "Laya-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "convert.log"
    }
  ],
  "tags": [
    "gguf",
    "quantized",
    "decision-model",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Downloads
downloads
not compared
54
receipt
Source
GGUF quantisations
Its words
54
Read by
field:downloads
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
2026-10-02 12:01 UTC54
2026-09-29 09:50 UTC20
What the source handed over
{
  "_id": "6ab94a9137a71bb7d3dc745d",
  "author": "Beko2210",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "datasets": [
      "PolyAI/banking77",
      "AmazonScience/massive",
      "LocalLLaMA/typed-decisions",
      "tasksource/tasksource-jev-typed-decisions",
      "nvidia/Nemotron-Safety-Guard-Dataset-v3",
      "l3cube-pune/IndicGuard",
      "PolyAI/minds14",
      "benayas/snips"
    ],
    "language": [
      "en"
    ],
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/Beko2210/statim-decide-en-large/blob/main/LICENSE-MODEL.md",
    "license_name": "statim-weights",
    "model-index": [
      {
        "name": "statim-decide-en-large",
        "results": [
          {
            "dataset": {
              "name": "typed-decisions (test split, first 2,000 decisions; its train split is replay data)",
              "type": "LocalLLaMA/typed-decisions"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.768,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Banking77 (test split, first 2,000 rows, all 77 intents in one question)",
              "type": "PolyAI/banking77"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.928,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "MASSIVE intents (English) (150 seeded stratified English test rows)",
              "type": "AmazonScience/massive"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.8667,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "AG News (zero-shot (never trained on), first 2,000 test rows)",
              "type": "fancyzhx/ag_news"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.939,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "DAIR Emotion (zero-shot, first 2,000 test rows)",
              "type": "dair-ai/emotion"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.588,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "HWU64 intents (English, 150 rows; rows overlapping MASSIVE removed)",
              "type": "hwu64"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.8333,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "SIB-200 topics (English, 150 rows; zero-shot)",
              "type": "Davlan/sib200"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.7133,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Sentiment (English, 150 rows; zero-shot)",
              "type": "tyqiangz/multilingual-sentiments"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.6733,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "HateCheck (English, 150 rows; zero-shot)",
              "type": "mteb/multi-hatecheck"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.78,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Belebele reading (English, 150 rows; zero-shot)",
              "type": "facebook/belebele"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.4533,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          }
        ]
      }
    ],
    "pipeline_tag": "zero-shot-classification",
    "tags": [
      "statim",
      "gguf",
      "decision-making",
      "text-classification",
      "zero-shot-classification",
      "ModernBERT-large"
    ]
  },
  "createdAt": "2026-09-27T16:55:45.000Z",
  "downloads": 54,
  "gated": false,
  "id": "Beko2210/statim-decide-en-large",
  "lastModified": "2026-09-27T23:11:09.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "Beko2210/statim-decide-en-large",
  "pipeline_tag": "zero-shot-classification",
  "private": false,
  "sha": "6382a49e7ee6eef0ec4c1398a26993f3dea2ac2a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "DATA_LICENSES.md"
    },
    {
      "rfilename": "LICENSE-MODEL.md"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "checkpoint/encoder/config.json"
    },
    {
      "rfilename": "checkpoint/model.safetensors"
    },
    {
      "rfilename": "checkpoint/rl_agent_config.json"
    },
    {
      "rfilename": "checkpoint/tokenizer/tokenizer.json"
    },
    {
      "rfilename": "checkpoint/tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "evaluation/eval.json"
    },
    {
      "rfilename": "statim-decide-en-large-f32.gguf"
    },
    {
      "rfilename": "statim-decide-en-large-q8_0.gguf"
    }
  ],
  "tags": [
    "gguf",
    "safetensors",
    "statim",
    "decision-making",
    "text-classification",
    "zero-shot-classification",
    "ModernBERT-large",
    "en",
    "dataset:PolyAI/banking77",
    "dataset:AmazonScience/massive",
    "dataset:LocalLLaMA/typed-decisions",
    "dataset:tasksource/tasksource-jev-typed-decisions",
    "dataset:nvidia/Nemotron-Safety-Guard-Dataset-v3",
    "dataset:l3cube-pune/IndicGuard",
    "dataset:PolyAI/minds14",
    "dataset:benayas/snips",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:other",
    "model-index",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
6025
receipt
Source
GGUF quantisations
Its words
6025
Read by
field:downloads
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab0019a006ffa716349c9fe",
  "author": "mys",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "language": [
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "ggmlc",
      "gguf",
      "laya",
      "jev",
      "modernbert",
      "decision",
      "system-1"
    ]
  },
  "createdAt": "2026-09-20T15:54:02.000Z",
  "downloads": 6025,
  "gated": false,
  "id": "mys/laya-GGUF",
  "lastModified": "2026-09-20T16:07:32.000Z",
  "likes": 21,
  "modelId": "mys/laya-GGUF",
  "private": false,
  "sha": "713ae6f6e39fb54835e010485656e4484e5ec411",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya_english_f16.gguf"
    },
    {
      "rfilename": "laya_english_q8_0.gguf"
    },
    {
      "rfilename": "laya_english_ud_q4_k_m.gguf"
    }
  ],
  "tags": [
    "gguf",
    "ggmlc",
    "laya",
    "jev",
    "modernbert",
    "decision",
    "system-1",
    "en",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
Hugging Face models0
receipt
Source
Hugging Face models
Original
open at the source

This source has not kept a receipt for this claim yet. The next update that reads it will.

—
Gated
gated
Hugging Face modelsfalse
receipt
Source
Hugging Face models
Original
open at the source

This source has not kept a receipt for this claim yet. The next update that reads it will.

—
Licence
licence
conflict
GGUF quantisationsapache-2.0
receipt
Source
GGUF quantisations
Its words
apache-2.0
Read by
field:cardData.license
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab48604cea68d16f9f03fb0",
  "author": "Falconsai",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "library_name": "transformers",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use",
      "falconsai",
      "model-surgeon",
      "attested-lineage"
    ]
  },
  "createdAt": "2026-09-24T02:08:04.000Z",
  "downloads": 345,
  "gated": false,
  "id": "Falconsai/laya-v796",
  "lastModified": "2026-09-24T02:23:36.000Z",
  "library_name": "transformers",
  "likes": 1,
  "modelId": "Falconsai/laya-v796",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "96c14a51525d4531d9fdb5e74d7823bcd69c5558",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "falconsai_surgeon_package_20260924-020802.zip"
    },
    {
      "rfilename": "lineage.intoto.jsonl"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "model_edited.F32.gguf"
    },
    {
      "rfilename": "model_edited.safetensors"
    },
    {
      "rfilename": "surgery_log.json"
    }
  ],
  "tags": [
    "transformers",
    "gguf",
    "unknown",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "falconsai",
    "model-surgeon",
    "attested-lineage",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Licence
licence
conflict
other
receipt
Source
GGUF quantisations
Its words
other
Read by
field:cardData.license
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab94a9137a71bb7d3dc745d",
  "author": "Beko2210",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "datasets": [
      "PolyAI/banking77",
      "AmazonScience/massive",
      "LocalLLaMA/typed-decisions",
      "tasksource/tasksource-jev-typed-decisions",
      "nvidia/Nemotron-Safety-Guard-Dataset-v3",
      "l3cube-pune/IndicGuard",
      "PolyAI/minds14",
      "benayas/snips"
    ],
    "language": [
      "en"
    ],
    "library_name": "gguf",
    "license": "other",
    "license_link": "https://huggingface.co/Beko2210/statim-decide-en-large/blob/main/LICENSE-MODEL.md",
    "license_name": "statim-weights",
    "model-index": [
      {
        "name": "statim-decide-en-large",
        "results": [
          {
            "dataset": {
              "name": "typed-decisions (test split, first 2,000 decisions; its train split is replay data)",
              "type": "LocalLLaMA/typed-decisions"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.768,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Banking77 (test split, first 2,000 rows, all 77 intents in one question)",
              "type": "PolyAI/banking77"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.928,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "MASSIVE intents (English) (150 seeded stratified English test rows)",
              "type": "AmazonScience/massive"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.8667,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "AG News (zero-shot (never trained on), first 2,000 test rows)",
              "type": "fancyzhx/ag_news"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.939,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "DAIR Emotion (zero-shot, first 2,000 test rows)",
              "type": "dair-ai/emotion"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.588,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "HWU64 intents (English, 150 rows; rows overlapping MASSIVE removed)",
              "type": "hwu64"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.8333,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "SIB-200 topics (English, 150 rows; zero-shot)",
              "type": "Davlan/sib200"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.7133,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Sentiment (English, 150 rows; zero-shot)",
              "type": "tyqiangz/multilingual-sentiments"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.6733,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "HateCheck (English, 150 rows; zero-shot)",
              "type": "mteb/multi-hatecheck"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.78,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          },
          {
            "dataset": {
              "name": "Belebele reading (English, 150 rows; zero-shot)",
              "type": "facebook/belebele"
            },
            "metrics": [
              {
                "type": "accuracy",
                "value": 0.4533,
                "verified": false
              }
            ],
            "task": {
              "type": "text-classification"
            }
          }
        ]
      }
    ],
    "pipeline_tag": "zero-shot-classification",
    "tags": [
      "statim",
      "gguf",
      "decision-making",
      "text-classification",
      "zero-shot-classification",
      "ModernBERT-large"
    ]
  },
  "createdAt": "2026-09-27T16:55:45.000Z",
  "downloads": 54,
  "gated": false,
  "id": "Beko2210/statim-decide-en-large",
  "lastModified": "2026-09-27T23:11:09.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "Beko2210/statim-decide-en-large",
  "pipeline_tag": "zero-shot-classification",
  "private": false,
  "sha": "6382a49e7ee6eef0ec4c1398a26993f3dea2ac2a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "DATA_LICENSES.md"
    },
    {
      "rfilename": "LICENSE-MODEL.md"
    },
    {
      "rfilename": "NOTICE"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256SUMS"
    },
    {
      "rfilename": "checkpoint/encoder/config.json"
    },
    {
      "rfilename": "checkpoint/model.safetensors"
    },
    {
      "rfilename": "checkpoint/rl_agent_config.json"
    },
    {
      "rfilename": "checkpoint/tokenizer/tokenizer.json"
    },
    {
      "rfilename": "checkpoint/tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "evaluation/eval.json"
    },
    {
      "rfilename": "statim-decide-en-large-f32.gguf"
    },
    {
      "rfilename": "statim-decide-en-large-q8_0.gguf"
    }
  ],
  "tags": [
    "gguf",
    "safetensors",
    "statim",
    "decision-making",
    "text-classification",
    "zero-shot-classification",
    "ModernBERT-large",
    "en",
    "dataset:PolyAI/banking77",
    "dataset:AmazonScience/massive",
    "dataset:LocalLLaMA/typed-decisions",
    "dataset:tasksource/tasksource-jev-typed-decisions",
    "dataset:nvidia/Nemotron-Safety-Guard-Dataset-v3",
    "dataset:l3cube-pune/IndicGuard",
    "dataset:PolyAI/minds14",
    "dataset:benayas/snips",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:other",
    "model-index",
    "region:us"
  ]
}
—
Licence
licence
conflict
Hugging Face modelsapache-2.0
receipt
Source
Hugging Face models
Original
open at the source

This source has not kept a receipt for this claim yet. The next update that reads it will.

—
Likes
likes
not compared
GGUF quantisations0
receipt
Source
GGUF quantisations
Its words
0
Read by
field:likes
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6abd4ea7de27cf95c9c08172",
  "author": "ameerhmz5",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "datasets": [
      "SetFit/ag_news",
      "dair-ai/emotion",
      "google/boolq",
      "LocalLLaMA/typed-decisions"
    ],
    "library_name": "transformers",
    "license": "apache-2.0",
    "metrics": [
      "accuracy"
    ],
    "model_name": "laya-modernbert-decision-90pct",
    "pipeline_tag": "text-classification",
    "tags": [
      "decision-engine",
      "modernbert",
      "calibration",
      "rl",
      "rlcd",
      "classification",
      "routing",
      "system-one",
      "mlx",
      "apple-silicon",
      "fp8",
      "gguf",
      "int8"
    ]
  },
  "createdAt": "2026-09-30T18:02:15.000Z",
  "downloads": 146,
  "gated": false,
  "id": "ameerhmz5/laya-modernbert-decision-90pct",
  "lastModified": "2026-09-30T18:35:34.000Z",
  "library_name": "transformers",
  "likes": 0,
  "modelId": "ameerhmz5/laya-modernbert-decision-90pct",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "c2caad4eebb0fef37f6d6011dc79bd539f484ca9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "encoder/config.json"
    },
    {
      "rfilename": "laya.f16.gguf"
    },
    {
      "rfilename": "laya.q8_0.gguf"
    },
    {
      "rfilename": "mlx-4bit/mlx_config.json"
    },
    {
      "rfilename": "mlx-4bit/model.safetensors"
    },
    {
      "rfilename": "mlx-8bit/mlx_config.json"
    },
    {
      "rfilename": "mlx-8bit/model.safetensors"
    },
    {
      "rfilename": "mlx/mlx_config.json"
    },
    {
      "rfilename": "mlx/model.safetensors"
    },
    {
      "rfilename": "mlx_config.json"
    },
    {
      "rfilename": "model.bf16.safetensors"
    },
    {
      "rfilename": "model.fp16.safetensors"
    },
    {
      "rfilename": "model.fp8.safetensors"
    },
    {
      "rfilename": "model.int8.safetensors"
    },
    {
      "rfilename": "model.safetensors"
    },
    {
      "rfilename": "rl_agent_api.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "rl_common.py"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    }
  ],
  "tags": [
    "transformers",
    "safetensors",
    "gguf",
    "modernbert",
    "fill-mask",
    "decision-engine",
    "calibration",
    "rl",
    "rlcd",
    "classification",
    "routing",
    "system-one",
    "mlx",
    "apple-silicon",
    "fp8",
    "int8",
    "text-classification",
    "dataset:SetFit/ag_news",
    "dataset:dair-ai/emotion",
    "dataset:google/boolq",
    "dataset:LocalLLaMA/typed-decisions",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Likes
likes
not compared
1
receipt
Source
GGUF quantisations
Its words
1
Read by
field:likes
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab48604cea68d16f9f03fb0",
  "author": "Falconsai",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "library_name": "transformers",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use",
      "falconsai",
      "model-surgeon",
      "attested-lineage"
    ]
  },
  "createdAt": "2026-09-24T02:08:04.000Z",
  "downloads": 345,
  "gated": false,
  "id": "Falconsai/laya-v796",
  "lastModified": "2026-09-24T02:23:36.000Z",
  "library_name": "transformers",
  "likes": 1,
  "modelId": "Falconsai/laya-v796",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "96c14a51525d4531d9fdb5e74d7823bcd69c5558",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "falconsai_surgeon_package_20260924-020802.zip"
    },
    {
      "rfilename": "lineage.intoto.jsonl"
    },
    {
      "rfilename": "manifest.json"
    },
    {
      "rfilename": "model_edited.F32.gguf"
    },
    {
      "rfilename": "model_edited.safetensors"
    },
    {
      "rfilename": "surgery_log.json"
    }
  ],
  "tags": [
    "transformers",
    "gguf",
    "unknown",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "falconsai",
    "model-surgeon",
    "attested-lineage",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Likes
likes
not compared
10
receipt
Source
GGUF quantisations
Its words
10
Read by
field:likes
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab0251878f5b3041d13bb9e",
  "author": "fr0stbit3",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "base_model_relation": "quantized",
    "library_name": "llama.cpp",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "gguf",
      "llama.cpp",
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use"
    ]
  },
  "createdAt": "2026-09-20T18:25:28.000Z",
  "downloads": 2323,
  "gated": false,
  "id": "fr0stbit3/laya-gguf",
  "lastModified": "2026-09-20T19:30:08.000Z",
  "library_name": "llama.cpp",
  "likes": 10,
  "modelId": "fr0stbit3/laya-gguf",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "ce2afdc0a8766af56a29a22dcf4a781e1f5c7d3c",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-F16.gguf"
    },
    {
      "rfilename": "laya-Q4_K_M.gguf"
    },
    {
      "rfilename": "laya-Q6_K.gguf"
    },
    {
      "rfilename": "laya-Q8_0.gguf"
    },
    {
      "rfilename": "laya-head.safetensors"
    },
    {
      "rfilename": "laya_head.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "llama.cpp",
    "gguf",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Likes
likes
not compared
2
receipt
Source
GGUF quantisations
Its words
2
Read by
field:likes
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab3952a633bc674aa56e7f2",
  "author": "wigcheng5566",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya",
      "convaiinnovations/laya-multilingual"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "llama.cpp",
      "decision-model",
      "imx95",
      "neutron-npu",
      "edge"
    ]
  },
  "createdAt": "2026-09-23T09:00:26.000Z",
  "downloads": 214,
  "gated": false,
  "id": "wigcheng5566/laya-neutron-gguf",
  "lastModified": "2026-09-23T10:30:13.000Z",
  "likes": 2,
  "modelId": "wigcheng5566/laya-neutron-gguf",
  "private": false,
  "sha": "aa0af580eefde27f7e7b0fe345a2168285ccf30a",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-encoder-q4_0.gguf"
    },
    {
      "rfilename": "laya-ml-head-f16.gguf"
    },
    {
      "rfilename": "laya-ml-tokenizer.json"
    },
    {
      "rfilename": "laya-ml-tokenizer_config.json"
    },
    {
      "rfilename": "laya-tokenizer.json"
    },
    {
      "rfilename": "laya-tokenizer_config.json"
    },
    {
      "rfilename": "tokenize_laya.py"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "decision-model",
    "imx95",
    "neutron-npu",
    "edge",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Likes
likes
not compared
21
receipt
Source
GGUF quantisations
Its words
21
Read by
field:likes
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab0019a006ffa716349c9fe",
  "author": "mys",
  "cardData": {
    "base_model": "convaiinnovations/laya",
    "language": [
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "ggmlc",
      "gguf",
      "laya",
      "jev",
      "modernbert",
      "decision",
      "system-1"
    ]
  },
  "createdAt": "2026-09-20T15:54:02.000Z",
  "downloads": 6025,
  "gated": false,
  "id": "mys/laya-GGUF",
  "lastModified": "2026-09-20T16:07:32.000Z",
  "likes": 21,
  "modelId": "mys/laya-GGUF",
  "private": false,
  "sha": "713ae6f6e39fb54835e010485656e4484e5ec411",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "laya_english_f16.gguf"
    },
    {
      "rfilename": "laya_english_q8_0.gguf"
    },
    {
      "rfilename": "laya_english_ud_q4_k_m.gguf"
    }
  ],
  "tags": [
    "gguf",
    "ggmlc",
    "laya",
    "jev",
    "modernbert",
    "decision",
    "system-1",
    "en",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "region:us"
  ]
}
—
Likes
likes
not compared
8
receipt
Source
GGUF quantisations
Its words
8
Read by
field:likes
Said since
2026-10-02 18:04 UTC
Last answered
2026-10-02 18:04 UTC
Original
open at the source
2026-10-02 18:04 UTC8
2026-10-02 12:01 UTC5
What the source handed over
{
  "_id": "6abed186bd91060230f941b8",
  "author": "ggml-org",
  "cardData": {
    "base_model": [
      "convaiinnovations/laya"
    ],
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "gguf",
      "quantized",
      "decision-model"
    ]
  },
  "createdAt": "2026-10-01T21:32:54.000Z",
  "downloads": 501,
  "gated": false,
  "id": "ggml-org/Laya-GGUF",
  "lastModified": "2026-10-01T21:32:59.000Z",
  "likes": 8,
  "modelId": "ggml-org/Laya-GGUF",
  "pipeline_tag": "text-classification",
  "private": false,
  "sha": "da4b4753d62197659d8c90103cd4c43bef9afea6",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": ".src_sha"
    },
    {
      "rfilename": "Laya-BF16.gguf"
    },
    {
      "rfilename": "Laya-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "convert.log"
    }
  ],
  "tags": [
    "gguf",
    "quantized",
    "decision-model",
    "text-classification",
    "base_model:convaiinnovations/laya",
    "base_model:quantized:convaiinnovations/laya",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "feature-extraction"
  ]
}
—
Likes
likes
not compared
Hugging Face models3974
receipt
Source
Hugging Face models
Original
open at the source

This source has not kept a receipt for this claim yet. The next update that reads it will.

—
Likes
likes
not compared
4906
receipt
Source
Hugging Face models
Its words
4906
Read by
field:likes
Said since
2026-10-02 12:02 UTC
Original
open at the source
What the source handed over
{
  "_asked": "convaiinnovations/laya",
  "_id": "6aacc6b34a8e10ba66ac6d0f",
  "author": "convaiinnovations",
  "cardData": {
    "library_name": "transformers",
    "license": "apache-2.0",
    "pipeline_tag": "text-classification",
    "tags": [
      "laya",
      "system-one",
      "calibrated-decisions",
      "rlcd",
      "classification",
      "routing",
      "scoring",
      "guardrails",
      "moderation",
      "reinforcement-learning",
      "commercial-use"
    ]
  },
  "config": {},
  "createdAt": "2026-09-18T05:05:55.000Z",
  "disabled": false,
  "downloads": 0,
  "gated": false,
  "id": "convaiinnovations/laya",
  "lastModified": "2026-09-24T05:39:22.000Z",
  "library_name": "transformers",
  "likes": 4906,
  "model-index": null,
  "modelId": "convaiinnovations/laya",
  "pipeline_tag": "text-classification",
  "private": false,
  "safetensors": {
    "parameters": {
      "F16": 421293827,
      "F32": 3
    },
    "total": 421293830
  },
  "sha": "55cf4c4ebb4ebe31b2550e8bdf3bd21b99753851",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "assets/laya_benchmark.png"
    },
    {
      "rfilename": "assets/laya_benchmark_common.png"
    },
    {
      "rfilename": "assets/laya_vs_jev.png"
    },
    {
      "rfilename": "assets/laya_vs_jev_full.png"
    },
    {
      "rfilename": "assets/logo-lockup-dark.png"
    },
    {
      "rfilename": "assets/logo-lockup-dark.svg"
    },
    {
      "rfilename": "assets/logo-lockup.png"
    },
    {
      "rfilename": "assets/logo-lockup.svg"
    },
    {
      "rfilename": "assets/logo-mark-ink.png"
    },
    {
      "rfilename": "assets/logo-mark-ink.svg"
    },
    {
      "rfilename": "assets/logo-mark-mono.svg"
    },
    {
      "rfilename": "assets/logo-mark.png"
    },
    {
      "rfilename": "assets/logo-mark.svg"
    },
    {
      "rfilename": "email_utils.py"
    },
    {
      "rfilename": "encoder/config.json"
    },
    {
      "rfilename": "eval/benchmark_comparison.png"
    },
    {
      "rfilename": "eval/reliability_eval_in.png"
    },
    {
      "rfilename": "eval/reliability_eval_zs.png"
    },
    {
      "rfilename": "eval/results.json"
    },
    {
      "rfilename": "eval/results.md"
    },
    {
      "rfilename": "model.safetensors"
    },
    {
      "rfilename": "multilingual/encoder/config.json"
    },
    {
      "rfilename": "multilingual/model.safetensors"
    },
    {
      "rfilename": "multilingual/rl_agent_config.json"
    },
    {
      "rfilename": "multilingual/tokenizer/tokenizer.json"
    },
    {
      "rfilename": "multilingual/tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "rl_agent_api.py"
    },
    {
      "rfilename": "rl_agent_config.json"
    },
    {
      "rfilename": "rl_common.py"
    },
    {
      "rfilename": "tokenizer/tokenizer.json"
    },
    {
      "rfilename": "tokenizer/tokenizer_config.json"
    },
    {
      "rfilename": "typed-decisions/encoder/config.json"
    },
    {
      "rfilename": "typed-decisions/model.safetensors"
    },
    {
      "rfilename": "typed-decisions/rl_agent_config.json"
    },
    {
      "rfilename": "typed-decisions/tokenizer/tokenizer.json"
    },
    {
      "rfilename": "typed-decisions/tokenizer/tokenizer_config.json"
    }
  ],
  "spaces": [
    "multimodalart/jev-decision-index",
    "convaiinnovations/laya-demo",
    "embedl/hfviewer",
    "abhishekbhakat/laya-multilingual-demo",
    "mayafree/typed-decision-leaderboard",
    "pollix/stuntd",
    "CallSohail/werewolf-village",
    "afen0768/laya-zerogpu",
    "hotchpotch/S1MB-leaderboard",
    "RealFalconsAI/DecisionLab",
    "EuroEval/euroeval_leaderboard",
    "yasserrmd/laya-lab",
    "durgesh-kanzariya/conduit-backend",
    "AdnanFoisal/pdf-watermark-remover",
    "BunsDev/laya-calibration-lab",
    "dkappe/IDU",
    "aungthuhein-dev/laya-burmese-sib200-demo",
    "henrybit/jev-vs-deepseek",
    "KGFCode/laya-decision-lab",
    "2045max/laya-demo-0921",
    "nile1801/laya-demo",
    "Mezahir2025/laya-triage",
    "CallSohail/sway",
    "nccyber/laya-school-email-triage",
    "KingClancy/jev-decision-index",
    "Anuragggggggg/laya_api",
    "Dhanush4510/careerbridge-discover-quiz",
    "siloh12/laya-demo",
    "henrybit/laya",
    "arudradey/genai-vs-nongenai-key-lab",
    "wuyouxiaobai/laya-demo",
    "hadeas/laya-decision-playground",
    "aired/laya-demo",
    "Parvathy-2025/laya-prompt-guardrail",
    "nickfury6023/laya-demo",
    "khushali678/viralpilot-laya",
    "dungdq1/laya-demo",
    "AlenJoby/halo-laya",
    "RomanRG008/gyra-demo",
    "robynsd/Laya-demo",
    "antonellof/laya-trader",
    "danielgx300/KD",
    "arudradey/universal-math-game",
    "Prady0909/laya-reasoning-demo",
    "gen24AI/laya-demo",
    "souvik-dev07/laya-free-api",
    "test0709/laya-free-api",
    "gshreekar/civicpulse",
    "AbidRayhanPro/LayaAPI",
    "Slothwolf/laya-demo",
    "uulonger/laya-demo",
    "uulonger/jev-decision-index",
    "medhurgham/laya-demo",
    "Daankular/FindAJev",
    "huggyf/laya-demo",
    "beginbotbot/trick-laya",
    "sabeh26/laya-game-test",
    "hugging-apps/laya-hebrew"
  ],
  "tags": [
    "transformers",
    "safetensors",
    "laya",
    "system-one",
    "calibrated-decisions",
    "rlcd",
    "classification",
    "routing",
    "scoring",
    "guardrails",
    "moderation",
    "reinforcement-learning",
    "commercial-use",
    "text-classification",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ],
  "transformersInfo": {
    "auto_model": "AutoModel"
  },
  "usedStorage": 2366100536,
  "widgetData": [
    {
      "text": "I like you. I love you"
    }
  ]
}
—
Task
task
Hugging Face modelstext-classification
receipt
Source
Hugging Face models
Original
open at the source

This source has not kept a receipt for this claim yet. The next update that reads it will.

—

model

convaiinnovations/laya
zetlyn/models-hf · 2026-09-18
author convaiinnovations downloads 0 gated false licence apache-2.0 likes 3974 task text-classification source
convaiinnovations/laya
zetlyn/models-hf · 2026-09-18
author convaiinnovations downloads 0 gated false licence apache-2.0 likes 4906 task text-classification source

quantisation

Falconsai/laya-v796
zetlyn/models-gguf · 2026-09-24
author Falconsai base convaiinnovations/laya downloads 345 licence apache-2.0 likes 1 source
wigcheng5566/laya-neutron-gguf
zetlyn/models-gguf · 2026-09-23
author wigcheng5566 base convaiinnovations/laya, convaiinnovations/laya-multilingual downloads 214 licence apache-2.0 likes 2 source
zerodegress/laya-gguf
zetlyn/models-gguf · 2026-09-23
author zerodegress base convaiinnovations/laya downloads 155 licence apache-2.0 likes 1 source
fibonacciai/laya-gguf-persian-multilingual-decision
zetlyn/models-gguf · 2026-09-22
author fibonacciai base convaiinnovations/laya downloads 213 licence apache-2.0 likes 1 source
fr0stbit3/laya-gguf
zetlyn/models-gguf · 2026-09-20
author fr0stbit3 base convaiinnovations/laya downloads 2323 licence apache-2.0 likes 10 source
mys/laya-GGUF
zetlyn/models-gguf · 2026-09-20
author mys base convaiinnovations/laya downloads 6025 licence apache-2.0 likes 21 source
ameerhmz5/laya-modernbert-decision-90pct
zetlyn/models-gguf · 2026-09-30
author ameerhmz5 base convaiinnovations/laya downloads 146 licence apache-2.0 likes 0 source
Beko2210/statim-decide-en-large
zetlyn/models-gguf · 2026-09-27
author Beko2210 base convaiinnovations/laya downloads 54 licence other likes 1 source
ggml-org/Laya-GGUF
zetlyn/models-gguf · 2026-10-01
author ggml-org base convaiinnovations/laya downloads 501 licence apache-2.0 likes 8 source