DreamBlooms/kev-4b-GGUF

zetlyn/models-gguf quantisation gguf DreamBlooms/kev-4b-GGUF hf jaredpalmer/kev-4b known 2026-09-23

https://huggingface.co/DreamBlooms/kev-4b-GGUF

Properties

author	DreamBlooms receipt Source GGUF quantisations Its words `DreamBlooms` Read by `field:author` Said since 2026-09-28 11:46 UTC Last answered 2026-10-05 12:24 UTC Original open at the source What the source handed over { "_id": "6ab3a7e52ce4ed9ed0519259", "author": "DreamBlooms", "cardData": { "base_model": "jaredpalmer/kev-4b", "base_model_relation": "quantized", "datasets": [ "legacy-datasets/banking77", "google/boolq", "fancyzhx/ag_news", "nyu-mll/multi_nli", "SetFit/sst5", "Yelp/yelp_review_full", "CogComp/trec", "fancyzhx/dbpedia_14", "SetFit/amazon_reviews_multi_en", "stanfordnlp/imdb" ], "language": "en", "library_name": "llama.cpp", "license": "apache-2.0", "metrics": [ "accuracy", "brier_score", "expected_calibration_error" ], "model-index": [ { "name": "Kev-4B", "results": [ { "dataset": { "name": "decision-v7 development (1,204 records; ten trained public sources + programmatic policy data)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.872, "verified": false }, { "name": "ECE, raw probabilities", "type": "expected_calibration_error", "value": 0.075, "verified": false } ], "task": { "name": "typed decision (choice / noul / score)", "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 development (764 records; six never-trained sources + held-out policy structures)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.797, "verified": false }, { "type": "brier_score", "value": 0.299, "verified": false } ], "task": { "name": "typed decision", "out-of-domain": null, "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 test (read once)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.837, "verified": false }, { "type": "brier_score", "value": 0.255, "verified": false } ], "task": { "locked test": null, "name": "typed decision", "out-of-domain": null, "type": "text-classification" } } ] } ], "pipeline_tag": "text-classification", "tags": [ "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "gguf", "llama.cpp" ] }, "createdAt": "2026-09-23T10:20:21.000Z", "downloads": 147, "gated": false, "id": "DreamBlooms/kev-4b-GGUF", "lastModified": "2026-09-23T10:39:23.000Z", "library_name": "llama.cpp", "likes": 0, "modelId": "DreamBlooms/kev-4b-GGUF", "pipeline_tag": "text-classification", "private": false, "sha": "4b2f6805526f79ca30aaa0ff4f2bd1db15b4741d", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "kev-4b-q8_0.gguf" }, { "rfilename": "kev-head.f32" }, { "rfilename": "kev.json" } ], "tags": [ "llama.cpp", "gguf", "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "text-classification", "en", "dataset:legacy-datasets/banking77", "dataset:google/boolq", "dataset:fancyzhx/ag_news", "dataset:nyu-mll/multi_nli", "dataset:SetFit/sst5", "dataset:Yelp/yelp_review_full", "dataset:CogComp/trec", "dataset:fancyzhx/dbpedia_14", "dataset:SetFit/amazon_reviews_multi_en", "dataset:stanfordnlp/imdb", "base_model:jaredpalmer/kev-4b", "base_model:quantized:jaredpalmer/kev-4b", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "conversational" ] }
base	jaredpalmer/kev-4b receipt Source GGUF quantisations Its words `jaredpalmer/kev-4b` Read by `field:cardData.base_model[]` Said since 2026-09-28 11:46 UTC Last answered 2026-10-05 12:24 UTC Original open at the source What the source handed over { "_id": "6ab3a7e52ce4ed9ed0519259", "author": "DreamBlooms", "cardData": { "base_model": "jaredpalmer/kev-4b", "base_model_relation": "quantized", "datasets": [ "legacy-datasets/banking77", "google/boolq", "fancyzhx/ag_news", "nyu-mll/multi_nli", "SetFit/sst5", "Yelp/yelp_review_full", "CogComp/trec", "fancyzhx/dbpedia_14", "SetFit/amazon_reviews_multi_en", "stanfordnlp/imdb" ], "language": "en", "library_name": "llama.cpp", "license": "apache-2.0", "metrics": [ "accuracy", "brier_score", "expected_calibration_error" ], "model-index": [ { "name": "Kev-4B", "results": [ { "dataset": { "name": "decision-v7 development (1,204 records; ten trained public sources + programmatic policy data)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.872, "verified": false }, { "name": "ECE, raw probabilities", "type": "expected_calibration_error", "value": 0.075, "verified": false } ], "task": { "name": "typed decision (choice / noul / score)", "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 development (764 records; six never-trained sources + held-out policy structures)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.797, "verified": false }, { "type": "brier_score", "value": 0.299, "verified": false } ], "task": { "name": "typed decision", "out-of-domain": null, "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 test (read once)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.837, "verified": false }, { "type": "brier_score", "value": 0.255, "verified": false } ], "task": { "locked test": null, "name": "typed decision", "out-of-domain": null, "type": "text-classification" } } ] } ], "pipeline_tag": "text-classification", "tags": [ "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "gguf", "llama.cpp" ] }, "createdAt": "2026-09-23T10:20:21.000Z", "downloads": 147, "gated": false, "id": "DreamBlooms/kev-4b-GGUF", "lastModified": "2026-09-23T10:39:23.000Z", "library_name": "llama.cpp", "likes": 0, "modelId": "DreamBlooms/kev-4b-GGUF", "pipeline_tag": "text-classification", "private": false, "sha": "4b2f6805526f79ca30aaa0ff4f2bd1db15b4741d", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "kev-4b-q8_0.gguf" }, { "rfilename": "kev-head.f32" }, { "rfilename": "kev.json" } ], "tags": [ "llama.cpp", "gguf", "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "text-classification", "en", "dataset:legacy-datasets/banking77", "dataset:google/boolq", "dataset:fancyzhx/ag_news", "dataset:nyu-mll/multi_nli", "dataset:SetFit/sst5", "dataset:Yelp/yelp_review_full", "dataset:CogComp/trec", "dataset:fancyzhx/dbpedia_14", "dataset:SetFit/amazon_reviews_multi_en", "dataset:stanfordnlp/imdb", "base_model:jaredpalmer/kev-4b", "base_model:quantized:jaredpalmer/kev-4b", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "conversational" ] }
downloads	147 receipt Source GGUF quantisations Its words `147` Read by `field:downloads` Said since 2026-09-28 11:46 UTC Last answered 2026-10-05 12:24 UTC Original open at the source What the source handed over { "_id": "6ab3a7e52ce4ed9ed0519259", "author": "DreamBlooms", "cardData": { "base_model": "jaredpalmer/kev-4b", "base_model_relation": "quantized", "datasets": [ "legacy-datasets/banking77", "google/boolq", "fancyzhx/ag_news", "nyu-mll/multi_nli", "SetFit/sst5", "Yelp/yelp_review_full", "CogComp/trec", "fancyzhx/dbpedia_14", "SetFit/amazon_reviews_multi_en", "stanfordnlp/imdb" ], "language": "en", "library_name": "llama.cpp", "license": "apache-2.0", "metrics": [ "accuracy", "brier_score", "expected_calibration_error" ], "model-index": [ { "name": "Kev-4B", "results": [ { "dataset": { "name": "decision-v7 development (1,204 records; ten trained public sources + programmatic policy data)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.872, "verified": false }, { "name": "ECE, raw probabilities", "type": "expected_calibration_error", "value": 0.075, "verified": false } ], "task": { "name": "typed decision (choice / noul / score)", "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 development (764 records; six never-trained sources + held-out policy structures)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.797, "verified": false }, { "type": "brier_score", "value": 0.299, "verified": false } ], "task": { "name": "typed decision", "out-of-domain": null, "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 test (read once)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.837, "verified": false }, { "type": "brier_score", "value": 0.255, "verified": false } ], "task": { "locked test": null, "name": "typed decision", "out-of-domain": null, "type": "text-classification" } } ] } ], "pipeline_tag": "text-classification", "tags": [ "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "gguf", "llama.cpp" ] }, "createdAt": "2026-09-23T10:20:21.000Z", "downloads": 147, "gated": false, "id": "DreamBlooms/kev-4b-GGUF", "lastModified": "2026-09-23T10:39:23.000Z", "library_name": "llama.cpp", "likes": 0, "modelId": "DreamBlooms/kev-4b-GGUF", "pipeline_tag": "text-classification", "private": false, "sha": "4b2f6805526f79ca30aaa0ff4f2bd1db15b4741d", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "kev-4b-q8_0.gguf" }, { "rfilename": "kev-head.f32" }, { "rfilename": "kev.json" } ], "tags": [ "llama.cpp", "gguf", "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "text-classification", "en", "dataset:legacy-datasets/banking77", "dataset:google/boolq", "dataset:fancyzhx/ag_news", "dataset:nyu-mll/multi_nli", "dataset:SetFit/sst5", "dataset:Yelp/yelp_review_full", "dataset:CogComp/trec", "dataset:fancyzhx/dbpedia_14", "dataset:SetFit/amazon_reviews_multi_en", "dataset:stanfordnlp/imdb", "base_model:jaredpalmer/kev-4b", "base_model:quantized:jaredpalmer/kev-4b", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "conversational" ] }
licence	apache-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 2026-10-05 12:24 UTC Original open at the source What the source handed over { "_id": "6ab3a7e52ce4ed9ed0519259", "author": "DreamBlooms", "cardData": { "base_model": "jaredpalmer/kev-4b", "base_model_relation": "quantized", "datasets": [ "legacy-datasets/banking77", "google/boolq", "fancyzhx/ag_news", "nyu-mll/multi_nli", "SetFit/sst5", "Yelp/yelp_review_full", "CogComp/trec", "fancyzhx/dbpedia_14", "SetFit/amazon_reviews_multi_en", "stanfordnlp/imdb" ], "language": "en", "library_name": "llama.cpp", "license": "apache-2.0", "metrics": [ "accuracy", "brier_score", "expected_calibration_error" ], "model-index": [ { "name": "Kev-4B", "results": [ { "dataset": { "name": "decision-v7 development (1,204 records; ten trained public sources + programmatic policy data)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.872, "verified": false }, { "name": "ECE, raw probabilities", "type": "expected_calibration_error", "value": 0.075, "verified": false } ], "task": { "name": "typed decision (choice / noul / score)", "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 development (764 records; six never-trained sources + held-out policy structures)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.797, "verified": false }, { "type": "brier_score", "value": 0.299, "verified": false } ], "task": { "name": "typed decision", "out-of-domain": null, "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 test (read once)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.837, "verified": false }, { "type": "brier_score", "value": 0.255, "verified": false } ], "task": { "locked test": null, "name": "typed decision", "out-of-domain": null, "type": "text-classification" } } ] } ], "pipeline_tag": "text-classification", "tags": [ "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "gguf", "llama.cpp" ] }, "createdAt": "2026-09-23T10:20:21.000Z", "downloads": 147, "gated": false, "id": "DreamBlooms/kev-4b-GGUF", "lastModified": "2026-09-23T10:39:23.000Z", "library_name": "llama.cpp", "likes": 0, "modelId": "DreamBlooms/kev-4b-GGUF", "pipeline_tag": "text-classification", "private": false, "sha": "4b2f6805526f79ca30aaa0ff4f2bd1db15b4741d", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "kev-4b-q8_0.gguf" }, { "rfilename": "kev-head.f32" }, { "rfilename": "kev.json" } ], "tags": [ "llama.cpp", "gguf", "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "text-classification", "en", "dataset:legacy-datasets/banking77", "dataset:google/boolq", "dataset:fancyzhx/ag_news", "dataset:nyu-mll/multi_nli", "dataset:SetFit/sst5", "dataset:Yelp/yelp_review_full", "dataset:CogComp/trec", "dataset:fancyzhx/dbpedia_14", "dataset:SetFit/amazon_reviews_multi_en", "dataset:stanfordnlp/imdb", "base_model:jaredpalmer/kev-4b", "base_model:quantized:jaredpalmer/kev-4b", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "conversational" ] }
likes	0 receipt Source GGUF quantisations Its words `0` Read by `field:likes` Said since 2026-09-28 11:46 UTC Last answered 2026-10-05 12:24 UTC Original open at the source What the source handed over { "_id": "6ab3a7e52ce4ed9ed0519259", "author": "DreamBlooms", "cardData": { "base_model": "jaredpalmer/kev-4b", "base_model_relation": "quantized", "datasets": [ "legacy-datasets/banking77", "google/boolq", "fancyzhx/ag_news", "nyu-mll/multi_nli", "SetFit/sst5", "Yelp/yelp_review_full", "CogComp/trec", "fancyzhx/dbpedia_14", "SetFit/amazon_reviews_multi_en", "stanfordnlp/imdb" ], "language": "en", "library_name": "llama.cpp", "license": "apache-2.0", "metrics": [ "accuracy", "brier_score", "expected_calibration_error" ], "model-index": [ { "name": "Kev-4B", "results": [ { "dataset": { "name": "decision-v7 development (1,204 records; ten trained public sources + programmatic policy data)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.872, "verified": false }, { "name": "ECE, raw probabilities", "type": "expected_calibration_error", "value": 0.075, "verified": false } ], "task": { "name": "typed decision (choice / noul / score)", "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 development (764 records; six never-trained sources + held-out policy structures)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.797, "verified": false }, { "type": "brier_score", "value": 0.299, "verified": false } ], "task": { "name": "typed decision", "out-of-domain": null, "type": "text-classification" } }, { "dataset": { "name": "transfer-v4 test (read once)", "type": "mixed" }, "metrics": [ { "type": "accuracy", "value": 0.837, "verified": false }, { "type": "brier_score", "value": 0.255, "verified": false } ], "task": { "locked test": null, "name": "typed decision", "out-of-domain": null, "type": "text-classification" } } ] } ], "pipeline_tag": "text-classification", "tags": [ "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "gguf", "llama.cpp" ] }, "createdAt": "2026-09-23T10:20:21.000Z", "downloads": 147, "gated": false, "id": "DreamBlooms/kev-4b-GGUF", "lastModified": "2026-09-23T10:39:23.000Z", "library_name": "llama.cpp", "likes": 0, "modelId": "DreamBlooms/kev-4b-GGUF", "pipeline_tag": "text-classification", "private": false, "sha": "4b2f6805526f79ca30aaa0ff4f2bd1db15b4741d", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "kev-4b-q8_0.gguf" }, { "rfilename": "kev-head.f32" }, { "rfilename": "kev.json" } ], "tags": [ "llama.cpp", "gguf", "decision-model", "calibration", "lora", "multiple-choice", "typesafe", "qwen3.5", "text-classification", "en", "dataset:legacy-datasets/banking77", "dataset:google/boolq", "dataset:fancyzhx/ag_news", "dataset:nyu-mll/multi_nli", "dataset:SetFit/sst5", "dataset:Yelp/yelp_review_full", "dataset:CogComp/trec", "dataset:fancyzhx/dbpedia_14", "dataset:SetFit/amazon_reviews_multi_en", "dataset:stanfordnlp/imdb", "base_model:jaredpalmer/kev-4b", "base_model:quantized:jaredpalmer/kev-4b", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "conversational" ] }

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This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/DreamBlooms/kev-4b-GGUF.