kortexa-ai/shingi-27b
zetlyn/models-gguf quantisation gguf kortexa-ai/shingi-27b hf prism-ml/Ternary-Bonsai-2-27B-gguf known 2026-09-29
https://huggingface.co/kortexa-ai/shingi-27b
Properties
| author | kortexa-aireceipt
What the source handed over{
"_id": "6abbe736ad6a940b69745f84",
"author": "kortexa-ai",
"cardData": {
"base_model": "prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model_relation": "finetune",
"datasets": [
"Praveenrajus/jev-bench",
"PolyAI/banking77",
"clinc/clinc_oos",
"cais/mmlu",
"nvidia/HelpSteer2",
"nvidia/HelpSteer",
"ucberkeley-dlab/measuring-hate-speech",
"google/civil_comments",
"google-research-datasets/go_emotions",
"coastalcph/lex_glue",
"AmazonScience/massive",
"tau/commonsense_qa",
"allenai/winogrande",
"openai/gsm8k"
],
"language": [
"en"
],
"license": "apache-2.0",
"pipeline_tag": "text-classification",
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda"
]
},
"createdAt": "2026-09-29T16:28:38.000Z",
"downloads": 944,
"gated": false,
"id": "kortexa-ai/shingi-27b",
"lastModified": "2026-09-30T10:37:03.000Z",
"likes": 2,
"modelId": "kortexa-ai/shingi-27b",
"pipeline_tag": "text-classification",
"private": false,
"sha": "94b97064eae876330cca98a71fa7f74e6696d729",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "LICENSE"
},
{
"rfilename": "NOTICE"
},
{
"rfilename": "README.md"
},
{
"rfilename": "assets/banner.png"
},
{
"rfilename": "calibration.json"
},
{
"rfilename": "licenses/Bonsai-LICENSE"
},
{
"rfilename": "licenses/Bonsai-NOTICE.txt"
},
{
"rfilename": "licenses/Prism-MIT"
},
{
"rfilename": "mmproj.gguf"
},
{
"rfilename": "shingi-27b.gguf"
}
],
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda",
"en",
"dataset:Praveenrajus/jev-bench",
"dataset:PolyAI/banking77",
"dataset:clinc/clinc_oos",
"dataset:cais/mmlu",
"dataset:nvidia/HelpSteer2",
"dataset:nvidia/HelpSteer",
"dataset:ucberkeley-dlab/measuring-hate-speech",
"dataset:google/civil_comments",
"dataset:google-research-datasets/go_emotions",
"dataset:coastalcph/lex_glue",
"dataset:AmazonScience/massive",
"dataset:tau/commonsense_qa",
"dataset:allenai/winogrande",
"dataset:openai/gsm8k",
"base_model:prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model:finetune:prism-ml/Ternary-Bonsai-2-27B-gguf",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} | ||||||
|---|---|---|---|---|---|---|---|
| base | prism-ml/Ternary-Bonsai-2-27B-ggufreceipt
What the source handed over{
"_id": "6abbe736ad6a940b69745f84",
"author": "kortexa-ai",
"cardData": {
"base_model": "prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model_relation": "finetune",
"datasets": [
"Praveenrajus/jev-bench",
"PolyAI/banking77",
"clinc/clinc_oos",
"cais/mmlu",
"nvidia/HelpSteer2",
"nvidia/HelpSteer",
"ucberkeley-dlab/measuring-hate-speech",
"google/civil_comments",
"google-research-datasets/go_emotions",
"coastalcph/lex_glue",
"AmazonScience/massive",
"tau/commonsense_qa",
"allenai/winogrande",
"openai/gsm8k"
],
"language": [
"en"
],
"license": "apache-2.0",
"pipeline_tag": "text-classification",
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda"
]
},
"createdAt": "2026-09-29T16:28:38.000Z",
"downloads": 944,
"gated": false,
"id": "kortexa-ai/shingi-27b",
"lastModified": "2026-09-30T10:37:03.000Z",
"likes": 2,
"modelId": "kortexa-ai/shingi-27b",
"pipeline_tag": "text-classification",
"private": false,
"sha": "94b97064eae876330cca98a71fa7f74e6696d729",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "LICENSE"
},
{
"rfilename": "NOTICE"
},
{
"rfilename": "README.md"
},
{
"rfilename": "assets/banner.png"
},
{
"rfilename": "calibration.json"
},
{
"rfilename": "licenses/Bonsai-LICENSE"
},
{
"rfilename": "licenses/Bonsai-NOTICE.txt"
},
{
"rfilename": "licenses/Prism-MIT"
},
{
"rfilename": "mmproj.gguf"
},
{
"rfilename": "shingi-27b.gguf"
}
],
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda",
"en",
"dataset:Praveenrajus/jev-bench",
"dataset:PolyAI/banking77",
"dataset:clinc/clinc_oos",
"dataset:cais/mmlu",
"dataset:nvidia/HelpSteer2",
"dataset:nvidia/HelpSteer",
"dataset:ucberkeley-dlab/measuring-hate-speech",
"dataset:google/civil_comments",
"dataset:google-research-datasets/go_emotions",
"dataset:coastalcph/lex_glue",
"dataset:AmazonScience/massive",
"dataset:tau/commonsense_qa",
"dataset:allenai/winogrande",
"dataset:openai/gsm8k",
"base_model:prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model:finetune:prism-ml/Ternary-Bonsai-2-27B-gguf",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} | ||||||
| downloads | 944receipt
What the source handed over{
"_id": "6abbe736ad6a940b69745f84",
"author": "kortexa-ai",
"cardData": {
"base_model": "prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model_relation": "finetune",
"datasets": [
"Praveenrajus/jev-bench",
"PolyAI/banking77",
"clinc/clinc_oos",
"cais/mmlu",
"nvidia/HelpSteer2",
"nvidia/HelpSteer",
"ucberkeley-dlab/measuring-hate-speech",
"google/civil_comments",
"google-research-datasets/go_emotions",
"coastalcph/lex_glue",
"AmazonScience/massive",
"tau/commonsense_qa",
"allenai/winogrande",
"openai/gsm8k"
],
"language": [
"en"
],
"license": "apache-2.0",
"pipeline_tag": "text-classification",
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda"
]
},
"createdAt": "2026-09-29T16:28:38.000Z",
"downloads": 944,
"gated": false,
"id": "kortexa-ai/shingi-27b",
"lastModified": "2026-09-30T10:37:03.000Z",
"likes": 2,
"modelId": "kortexa-ai/shingi-27b",
"pipeline_tag": "text-classification",
"private": false,
"sha": "94b97064eae876330cca98a71fa7f74e6696d729",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "LICENSE"
},
{
"rfilename": "NOTICE"
},
{
"rfilename": "README.md"
},
{
"rfilename": "assets/banner.png"
},
{
"rfilename": "calibration.json"
},
{
"rfilename": "licenses/Bonsai-LICENSE"
},
{
"rfilename": "licenses/Bonsai-NOTICE.txt"
},
{
"rfilename": "licenses/Prism-MIT"
},
{
"rfilename": "mmproj.gguf"
},
{
"rfilename": "shingi-27b.gguf"
}
],
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda",
"en",
"dataset:Praveenrajus/jev-bench",
"dataset:PolyAI/banking77",
"dataset:clinc/clinc_oos",
"dataset:cais/mmlu",
"dataset:nvidia/HelpSteer2",
"dataset:nvidia/HelpSteer",
"dataset:ucberkeley-dlab/measuring-hate-speech",
"dataset:google/civil_comments",
"dataset:google-research-datasets/go_emotions",
"dataset:coastalcph/lex_glue",
"dataset:AmazonScience/massive",
"dataset:tau/commonsense_qa",
"dataset:allenai/winogrande",
"dataset:openai/gsm8k",
"base_model:prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model:finetune:prism-ml/Ternary-Bonsai-2-27B-gguf",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} | ||||||
| licence | apache-2.0receipt
What the source handed over{
"_id": "6abbe736ad6a940b69745f84",
"author": "kortexa-ai",
"cardData": {
"base_model": "prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model_relation": "finetune",
"datasets": [
"Praveenrajus/jev-bench",
"PolyAI/banking77",
"clinc/clinc_oos",
"cais/mmlu",
"nvidia/HelpSteer2",
"nvidia/HelpSteer",
"ucberkeley-dlab/measuring-hate-speech",
"google/civil_comments",
"google-research-datasets/go_emotions",
"coastalcph/lex_glue",
"AmazonScience/massive",
"tau/commonsense_qa",
"allenai/winogrande",
"openai/gsm8k"
],
"language": [
"en"
],
"license": "apache-2.0",
"pipeline_tag": "text-classification",
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda"
]
},
"createdAt": "2026-09-29T16:28:38.000Z",
"downloads": 944,
"gated": false,
"id": "kortexa-ai/shingi-27b",
"lastModified": "2026-09-30T10:37:03.000Z",
"likes": 2,
"modelId": "kortexa-ai/shingi-27b",
"pipeline_tag": "text-classification",
"private": false,
"sha": "94b97064eae876330cca98a71fa7f74e6696d729",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "LICENSE"
},
{
"rfilename": "NOTICE"
},
{
"rfilename": "README.md"
},
{
"rfilename": "assets/banner.png"
},
{
"rfilename": "calibration.json"
},
{
"rfilename": "licenses/Bonsai-LICENSE"
},
{
"rfilename": "licenses/Bonsai-NOTICE.txt"
},
{
"rfilename": "licenses/Prism-MIT"
},
{
"rfilename": "mmproj.gguf"
},
{
"rfilename": "shingi-27b.gguf"
}
],
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda",
"en",
"dataset:Praveenrajus/jev-bench",
"dataset:PolyAI/banking77",
"dataset:clinc/clinc_oos",
"dataset:cais/mmlu",
"dataset:nvidia/HelpSteer2",
"dataset:nvidia/HelpSteer",
"dataset:ucberkeley-dlab/measuring-hate-speech",
"dataset:google/civil_comments",
"dataset:google-research-datasets/go_emotions",
"dataset:coastalcph/lex_glue",
"dataset:AmazonScience/massive",
"dataset:tau/commonsense_qa",
"dataset:allenai/winogrande",
"dataset:openai/gsm8k",
"base_model:prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model:finetune:prism-ml/Ternary-Bonsai-2-27B-gguf",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} | ||||||
| likes | 2receipt
What the source handed over{
"_id": "6abbe736ad6a940b69745f84",
"author": "kortexa-ai",
"cardData": {
"base_model": "prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model_relation": "finetune",
"datasets": [
"Praveenrajus/jev-bench",
"PolyAI/banking77",
"clinc/clinc_oos",
"cais/mmlu",
"nvidia/HelpSteer2",
"nvidia/HelpSteer",
"ucberkeley-dlab/measuring-hate-speech",
"google/civil_comments",
"google-research-datasets/go_emotions",
"coastalcph/lex_glue",
"AmazonScience/massive",
"tau/commonsense_qa",
"allenai/winogrande",
"openai/gsm8k"
],
"language": [
"en"
],
"license": "apache-2.0",
"pipeline_tag": "text-classification",
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda"
]
},
"createdAt": "2026-09-29T16:28:38.000Z",
"downloads": 944,
"gated": false,
"id": "kortexa-ai/shingi-27b",
"lastModified": "2026-09-30T10:37:03.000Z",
"likes": 2,
"modelId": "kortexa-ai/shingi-27b",
"pipeline_tag": "text-classification",
"private": false,
"sha": "94b97064eae876330cca98a71fa7f74e6696d729",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "LICENSE"
},
{
"rfilename": "NOTICE"
},
{
"rfilename": "README.md"
},
{
"rfilename": "assets/banner.png"
},
{
"rfilename": "calibration.json"
},
{
"rfilename": "licenses/Bonsai-LICENSE"
},
{
"rfilename": "licenses/Bonsai-NOTICE.txt"
},
{
"rfilename": "licenses/Prism-MIT"
},
{
"rfilename": "mmproj.gguf"
},
{
"rfilename": "shingi-27b.gguf"
}
],
"tags": [
"gguf",
"ternary",
"decision-model",
"text-classification",
"image-text-to-text",
"cuda",
"en",
"dataset:Praveenrajus/jev-bench",
"dataset:PolyAI/banking77",
"dataset:clinc/clinc_oos",
"dataset:cais/mmlu",
"dataset:nvidia/HelpSteer2",
"dataset:nvidia/HelpSteer",
"dataset:ucberkeley-dlab/measuring-hate-speech",
"dataset:google/civil_comments",
"dataset:google-research-datasets/go_emotions",
"dataset:coastalcph/lex_glue",
"dataset:AmazonScience/massive",
"dataset:tau/commonsense_qa",
"dataset:allenai/winogrande",
"dataset:openai/gsm8k",
"base_model:prism-ml/Ternary-Bonsai-2-27B-gguf",
"base_model:finetune:prism-ml/Ternary-Bonsai-2-27B-gguf",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} |
Text
This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/kortexa-ai/shingi-27b.