ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826

hf ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826 2 sources, 3 claims · Watch

What each source says

PropertySourceSaidMeans here
Author
author
not compared
GGUF quantisationspritornyi
receipt
Source
GGUF quantisations
Its words
pritornyi
Read by
field:author
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab66f3feaeed75d3a15653a",
  "author": "pritornyi",
  "cardData": {
    "base_model": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model_relation": "quantized",
    "language": [
      "ru",
      "en"
    ],
    "library_name": "gguf",
    "license": "mit",
    "pipeline_tag": "feature-extraction",
    "tags": [
      "gguf",
      "llama.cpp",
      "embeddings",
      "sentence-similarity",
      "retrieval",
      "mixture-of-experts",
      "imatrix"
    ]
  },
  "createdAt": "2026-09-25T12:55:27.000Z",
  "downloads": 206,
  "gated": false,
  "id": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "lastModified": "2026-09-25T13:28:49.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "pipeline_tag": "feature-extraction",
  "private": false,
  "sha": "0e85f064c1477e99bb5c7946ee146d33f28718e9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "GigaEmbeddings-10B-IQ4_XS-Q5_K-hybrid.gguf"
    },
    {
      "rfilename": "GigaEmbeddings-10B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "embeddings",
    "sentence-similarity",
    "retrieval",
    "mixture-of-experts",
    "imatrix",
    "feature-extraction",
    "ru",
    "en",
    "base_model:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model:quantized:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Author
author
not compared
Hugging Face modelsai-sage
receipt
Source
Hugging Face models
Last answered
2026-10-04 18:21 UTC
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 quantisationsai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826
receipt
Source
GGUF quantisations
Its words
ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826
Read by
field:cardData.base_model[]
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab66f3feaeed75d3a15653a",
  "author": "pritornyi",
  "cardData": {
    "base_model": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model_relation": "quantized",
    "language": [
      "ru",
      "en"
    ],
    "library_name": "gguf",
    "license": "mit",
    "pipeline_tag": "feature-extraction",
    "tags": [
      "gguf",
      "llama.cpp",
      "embeddings",
      "sentence-similarity",
      "retrieval",
      "mixture-of-experts",
      "imatrix"
    ]
  },
  "createdAt": "2026-09-25T12:55:27.000Z",
  "downloads": 206,
  "gated": false,
  "id": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "lastModified": "2026-09-25T13:28:49.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "pipeline_tag": "feature-extraction",
  "private": false,
  "sha": "0e85f064c1477e99bb5c7946ee146d33f28718e9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "GigaEmbeddings-10B-IQ4_XS-Q5_K-hybrid.gguf"
    },
    {
      "rfilename": "GigaEmbeddings-10B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "embeddings",
    "sentence-similarity",
    "retrieval",
    "mixture-of-experts",
    "imatrix",
    "feature-extraction",
    "ru",
    "en",
    "base_model:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model:quantized:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
GGUF quantisations206
receipt
Source
GGUF quantisations
Its words
206
Read by
field:downloads
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
2026-10-02 12:01 UTC206
2026-09-28 11:46 UTC184
What the source handed over
{
  "_id": "6ab66f3feaeed75d3a15653a",
  "author": "pritornyi",
  "cardData": {
    "base_model": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model_relation": "quantized",
    "language": [
      "ru",
      "en"
    ],
    "library_name": "gguf",
    "license": "mit",
    "pipeline_tag": "feature-extraction",
    "tags": [
      "gguf",
      "llama.cpp",
      "embeddings",
      "sentence-similarity",
      "retrieval",
      "mixture-of-experts",
      "imatrix"
    ]
  },
  "createdAt": "2026-09-25T12:55:27.000Z",
  "downloads": 206,
  "gated": false,
  "id": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "lastModified": "2026-09-25T13:28:49.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "pipeline_tag": "feature-extraction",
  "private": false,
  "sha": "0e85f064c1477e99bb5c7946ee146d33f28718e9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "GigaEmbeddings-10B-IQ4_XS-Q5_K-hybrid.gguf"
    },
    {
      "rfilename": "GigaEmbeddings-10B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "embeddings",
    "sentence-similarity",
    "retrieval",
    "mixture-of-experts",
    "imatrix",
    "feature-extraction",
    "ru",
    "en",
    "base_model:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model:quantized:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Downloads
downloads
not compared
Hugging Face models17246
receipt
Source
Hugging Face models
Last answered
2026-10-04 18:21 UTC
Original
open at the source

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

—
Downloads
downloads
not compared
20409
receipt
Source
Hugging Face models
Its words
20409
Read by
field:downloads
Said since
2026-10-04 12:16 UTC
Last answered
2026-10-04 18:21 UTC
Original
open at the source
2026-10-04 12:16 UTC20409
2026-10-03 12:09 UTC20461
2026-10-02 12:02 UTC20393
What the source handed over
{
  "_asked": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
  "_id": "6a79d2ba72784d2357f41a76",
  "author": "ai-sage",
  "cardData": {
    "language": [
      "ru",
      "en"
    ],
    "library_name": "sentence-transformers",
    "license": "mit",
    "pipeline_tag": "sentence-similarity",
    "tags": [
      "sentence-transformers",
      "feature-extraction",
      "sentence-similarity",
      "transformers",
      "embeddings"
    ]
  },
  "config": {
    "architectures": [
      "DeepseekV3BidirectionalModel"
    ],
    "auto_map": {
      "AutoConfig": "configuration_deepseek_v3_bidirectional.DeepseekV3BidirectionalConfig",
      "AutoModel": "modeling_deepseek_v3_bidirectional.DeepseekV3BidirectionalModel"
    },
    "model_type": "deepseek_v3_bidirec",
    "num_experts_per_tok": 4,
    "tokenizer_config": {
      "bos_token": "<s>",
      "eos_token": "</s>",
      "pad_token": "</s>",
      "unk_token": null
    }
  },
  "createdAt": "2026-08-10T13:31:38.000Z",
  "disabled": false,
  "downloads": 20409,
  "gated": false,
  "id": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
  "lastModified": "2026-09-14T11:17:18.000Z",
  "library_name": "sentence-transformers",
  "likes": 19,
  "model-index": null,
  "modelId": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
  "pipeline_tag": "sentence-similarity",
  "private": false,
  "safetensors": {
    "parameters": {
      "BF16": 10475534400
    },
    "total": 10475534400
  },
  "sha": "3bca8f1e01478765d17df9237174a1419c38e496",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "1_Pooling/config.json"
    },
    {
      "rfilename": "2_Normalize/config.json"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "config_sentence_transformers.json"
    },
    {
      "rfilename": "configuration_deepseek_v3_bidirectional.py"
    },
    {
      "rfilename": "model-00001-of-00005.safetensors"
    },
    {
      "rfilename": "model-00002-of-00005.safetensors"
    },
    {
      "rfilename": "model-00003-of-00005.safetensors"
    },
    {
      "rfilename": "model-00004-of-00005.safetensors"
    },
    {
      "rfilename": "model-00005-of-00005.safetensors"
    },
    {
      "rfilename": "model.safetensors.index.json"
    },
    {
      "rfilename": "modeling_deepseek_v3_bidirectional.py"
    },
    {
      "rfilename": "modules.json"
    },
    {
      "rfilename": "sentence_bert_config.json"
    },
    {
      "rfilename": "special_tokens_map.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "spaces": [
    "mteb/leaderboard",
    "tardellirs/model-pulse"
  ],
  "tags": [
    "sentence-transformers",
    "safetensors",
    "deepseek_v3_bidirec",
    "feature-extraction",
    "sentence-similarity",
    "transformers",
    "embeddings",
    "custom_code",
    "ru",
    "en",
    "arxiv:2608.23806",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ],
  "transformersInfo": {
    "auto_model": "AutoModel",
    "custom_class": "modeling_deepseek_v3_bidirectional.DeepseekV3BidirectionalModel",
    "pipeline_tag": "feature-extraction"
  },
  "usedStorage": 20962383829,
  "widgetData": [
    {
      "sentences": [
        "Это счастливая собака",
        "Это очень счастливый человек",
        "Сегодня солнечный день"
      ],
      "source_sentence": "Это счастливый человек"
    }
  ]
}
—
Gated
gated
Hugging Face modelsfalse
receipt
Source
Hugging Face models
Last answered
2026-10-04 18:21 UTC
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
GGUF quantisationsmit
receipt
Source
GGUF quantisations
Its words
mit
Read by
field:cardData.license
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab66f3feaeed75d3a15653a",
  "author": "pritornyi",
  "cardData": {
    "base_model": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model_relation": "quantized",
    "language": [
      "ru",
      "en"
    ],
    "library_name": "gguf",
    "license": "mit",
    "pipeline_tag": "feature-extraction",
    "tags": [
      "gguf",
      "llama.cpp",
      "embeddings",
      "sentence-similarity",
      "retrieval",
      "mixture-of-experts",
      "imatrix"
    ]
  },
  "createdAt": "2026-09-25T12:55:27.000Z",
  "downloads": 206,
  "gated": false,
  "id": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "lastModified": "2026-09-25T13:28:49.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "pipeline_tag": "feature-extraction",
  "private": false,
  "sha": "0e85f064c1477e99bb5c7946ee146d33f28718e9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "GigaEmbeddings-10B-IQ4_XS-Q5_K-hybrid.gguf"
    },
    {
      "rfilename": "GigaEmbeddings-10B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "embeddings",
    "sentence-similarity",
    "retrieval",
    "mixture-of-experts",
    "imatrix",
    "feature-extraction",
    "ru",
    "en",
    "base_model:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model:quantized:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Licence
licence
Hugging Face modelsmit
receipt
Source
Hugging Face models
Last answered
2026-10-04 18:21 UTC
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 quantisations1
receipt
Source
GGUF quantisations
Its words
1
Read by
field:likes
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab66f3feaeed75d3a15653a",
  "author": "pritornyi",
  "cardData": {
    "base_model": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model_relation": "quantized",
    "language": [
      "ru",
      "en"
    ],
    "library_name": "gguf",
    "license": "mit",
    "pipeline_tag": "feature-extraction",
    "tags": [
      "gguf",
      "llama.cpp",
      "embeddings",
      "sentence-similarity",
      "retrieval",
      "mixture-of-experts",
      "imatrix"
    ]
  },
  "createdAt": "2026-09-25T12:55:27.000Z",
  "downloads": 206,
  "gated": false,
  "id": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "lastModified": "2026-09-25T13:28:49.000Z",
  "library_name": "gguf",
  "likes": 1,
  "modelId": "pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF",
  "pipeline_tag": "feature-extraction",
  "private": false,
  "sha": "0e85f064c1477e99bb5c7946ee146d33f28718e9",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "GigaEmbeddings-10B-IQ4_XS-Q5_K-hybrid.gguf"
    },
    {
      "rfilename": "GigaEmbeddings-10B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    }
  ],
  "tags": [
    "gguf",
    "llama.cpp",
    "embeddings",
    "sentence-similarity",
    "retrieval",
    "mixture-of-experts",
    "imatrix",
    "feature-extraction",
    "ru",
    "en",
    "base_model:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "base_model:quantized:ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ]
}
—
Likes
likes
not compared
Hugging Face models18
receipt
Source
Hugging Face models
Last answered
2026-10-04 18:21 UTC
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
19
receipt
Source
Hugging Face models
Its words
19
Read by
field:likes
Said since
2026-10-02 12:02 UTC
Last answered
2026-10-04 18:21 UTC
Original
open at the source
What the source handed over
{
  "_asked": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
  "_id": "6a79d2ba72784d2357f41a76",
  "author": "ai-sage",
  "cardData": {
    "language": [
      "ru",
      "en"
    ],
    "library_name": "sentence-transformers",
    "license": "mit",
    "pipeline_tag": "sentence-similarity",
    "tags": [
      "sentence-transformers",
      "feature-extraction",
      "sentence-similarity",
      "transformers",
      "embeddings"
    ]
  },
  "config": {
    "architectures": [
      "DeepseekV3BidirectionalModel"
    ],
    "auto_map": {
      "AutoConfig": "configuration_deepseek_v3_bidirectional.DeepseekV3BidirectionalConfig",
      "AutoModel": "modeling_deepseek_v3_bidirectional.DeepseekV3BidirectionalModel"
    },
    "model_type": "deepseek_v3_bidirec",
    "num_experts_per_tok": 4,
    "tokenizer_config": {
      "bos_token": "<s>",
      "eos_token": "</s>",
      "pad_token": "</s>",
      "unk_token": null
    }
  },
  "createdAt": "2026-08-10T13:31:38.000Z",
  "disabled": false,
  "downloads": 20409,
  "gated": false,
  "id": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
  "lastModified": "2026-09-14T11:17:18.000Z",
  "library_name": "sentence-transformers",
  "likes": 19,
  "model-index": null,
  "modelId": "ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826",
  "pipeline_tag": "sentence-similarity",
  "private": false,
  "safetensors": {
    "parameters": {
      "BF16": 10475534400
    },
    "total": 10475534400
  },
  "sha": "3bca8f1e01478765d17df9237174a1419c38e496",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "1_Pooling/config.json"
    },
    {
      "rfilename": "2_Normalize/config.json"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "config_sentence_transformers.json"
    },
    {
      "rfilename": "configuration_deepseek_v3_bidirectional.py"
    },
    {
      "rfilename": "model-00001-of-00005.safetensors"
    },
    {
      "rfilename": "model-00002-of-00005.safetensors"
    },
    {
      "rfilename": "model-00003-of-00005.safetensors"
    },
    {
      "rfilename": "model-00004-of-00005.safetensors"
    },
    {
      "rfilename": "model-00005-of-00005.safetensors"
    },
    {
      "rfilename": "model.safetensors.index.json"
    },
    {
      "rfilename": "modeling_deepseek_v3_bidirectional.py"
    },
    {
      "rfilename": "modules.json"
    },
    {
      "rfilename": "sentence_bert_config.json"
    },
    {
      "rfilename": "special_tokens_map.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "spaces": [
    "mteb/leaderboard",
    "tardellirs/model-pulse"
  ],
  "tags": [
    "sentence-transformers",
    "safetensors",
    "deepseek_v3_bidirec",
    "feature-extraction",
    "sentence-similarity",
    "transformers",
    "embeddings",
    "custom_code",
    "ru",
    "en",
    "arxiv:2608.23806",
    "license:mit",
    "endpoints_compatible",
    "region:us"
  ],
  "transformersInfo": {
    "auto_model": "AutoModel",
    "custom_class": "modeling_deepseek_v3_bidirectional.DeepseekV3BidirectionalModel",
    "pipeline_tag": "feature-extraction"
  },
  "usedStorage": 20962383829,
  "widgetData": [
    {
      "sentences": [
        "Это счастливая собака",
        "Это очень счастливый человек",
        "Сегодня солнечный день"
      ],
      "source_sentence": "Это счастливый человек"
    }
  ]
}
—
Task
task
Hugging Face modelssentence-similarity
receipt
Source
Hugging Face models
Last answered
2026-10-04 18:21 UTC
Original
open at the source

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

—

model

ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826
zetlyn/models-hf · 2026-08-10
author ai-sage downloads 17246 gated false licence mit likes 18 task sentence-similarity source
ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826
zetlyn/models-hf · 2026-08-10
author ai-sage downloads 20409 gated false licence mit likes 19 task sentence-similarity source

quantisation

pritornyi/GigaEmbeddings-10B-A1.8B_hybrid-GGUF
zetlyn/models-gguf · 2026-09-25
author pritornyi base ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826 downloads 206 licence mit likes 1 source