ai-sage/Giga-Embeddings-instruct-3B-0826
zetlyn/models-hf model hf ai-sage/Giga-Embeddings-instruct-3B-0826 known 2026-07-29
https://huggingface.co/ai-sage/Giga-Embeddings-instruct-3B-0826
Properties
| author | ai-sagereceipt
What the source handed over{
"_asked": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"_id": "6a69fe45289e17719e6a4f8b",
"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": [
"Qwen3BidirectionalModel"
],
"auto_map": {
"AutoConfig": "configuration_qwen3_bidirectional.Qwen3BidirectionalConfig",
"AutoModel": "modeling_qwen3_bidirectional.Qwen3BidirectionalModel"
},
"model_type": "qwen3_bidirec",
"tokenizer_config": {
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "</s>",
"unk_token": "<unk>"
}
},
"createdAt": "2026-07-29T13:21:09.000Z",
"disabled": false,
"downloads": 10123,
"gated": false,
"id": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"lastModified": "2026-09-14T11:18:12.000Z",
"library_name": "sentence-transformers",
"likes": 17,
"model-index": null,
"modelId": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"pipeline_tag": "sentence-similarity",
"private": false,
"safetensors": {
"parameters": {
"BF16": 3150605312
},
"total": 3150605312
},
"sha": "b71168088212f0a13688514e4fc288a86106c4e4",
"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_qwen3_bidirectional.py"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "modeling_qwen3_bidirectional.py"
},
{
"rfilename": "modules.json"
},
{
"rfilename": "sentence_bert_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
}
],
"spaces": [
"mteb/leaderboard",
"tardellirs/model-pulse",
"sergeyzh/rusBEIR-lite"
],
"tags": [
"sentence-transformers",
"safetensors",
"qwen3_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_qwen3_bidirectional.Qwen3BidirectionalModel",
"pipeline_tag": "feature-extraction"
},
"usedStorage": 6311984747,
"widgetData": [
{
"sentences": [
"Это счастливая собака",
"Это очень счастливый человек",
"Сегодня солнечный день"
],
"source_sentence": "Это счастливый человек"
}
]
} | ||||||
|---|---|---|---|---|---|---|---|
| downloads | 10123receipt
What the source handed over{
"_asked": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"_id": "6a69fe45289e17719e6a4f8b",
"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": [
"Qwen3BidirectionalModel"
],
"auto_map": {
"AutoConfig": "configuration_qwen3_bidirectional.Qwen3BidirectionalConfig",
"AutoModel": "modeling_qwen3_bidirectional.Qwen3BidirectionalModel"
},
"model_type": "qwen3_bidirec",
"tokenizer_config": {
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "</s>",
"unk_token": "<unk>"
}
},
"createdAt": "2026-07-29T13:21:09.000Z",
"disabled": false,
"downloads": 10123,
"gated": false,
"id": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"lastModified": "2026-09-14T11:18:12.000Z",
"library_name": "sentence-transformers",
"likes": 17,
"model-index": null,
"modelId": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"pipeline_tag": "sentence-similarity",
"private": false,
"safetensors": {
"parameters": {
"BF16": 3150605312
},
"total": 3150605312
},
"sha": "b71168088212f0a13688514e4fc288a86106c4e4",
"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_qwen3_bidirectional.py"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "modeling_qwen3_bidirectional.py"
},
{
"rfilename": "modules.json"
},
{
"rfilename": "sentence_bert_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
}
],
"spaces": [
"mteb/leaderboard",
"tardellirs/model-pulse",
"sergeyzh/rusBEIR-lite"
],
"tags": [
"sentence-transformers",
"safetensors",
"qwen3_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_qwen3_bidirectional.Qwen3BidirectionalModel",
"pipeline_tag": "feature-extraction"
},
"usedStorage": 6311984747,
"widgetData": [
{
"sentences": [
"Это счастливая собака",
"Это очень счастливый человек",
"Сегодня солнечный день"
],
"source_sentence": "Это счастливый человек"
}
]
} | ||||||
| gated | falsereceipt
What the source handed over{
"_asked": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"_id": "6a69fe45289e17719e6a4f8b",
"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": [
"Qwen3BidirectionalModel"
],
"auto_map": {
"AutoConfig": "configuration_qwen3_bidirectional.Qwen3BidirectionalConfig",
"AutoModel": "modeling_qwen3_bidirectional.Qwen3BidirectionalModel"
},
"model_type": "qwen3_bidirec",
"tokenizer_config": {
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "</s>",
"unk_token": "<unk>"
}
},
"createdAt": "2026-07-29T13:21:09.000Z",
"disabled": false,
"downloads": 10123,
"gated": false,
"id": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"lastModified": "2026-09-14T11:18:12.000Z",
"library_name": "sentence-transformers",
"likes": 17,
"model-index": null,
"modelId": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"pipeline_tag": "sentence-similarity",
"private": false,
"safetensors": {
"parameters": {
"BF16": 3150605312
},
"total": 3150605312
},
"sha": "b71168088212f0a13688514e4fc288a86106c4e4",
"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_qwen3_bidirectional.py"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "modeling_qwen3_bidirectional.py"
},
{
"rfilename": "modules.json"
},
{
"rfilename": "sentence_bert_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
}
],
"spaces": [
"mteb/leaderboard",
"tardellirs/model-pulse",
"sergeyzh/rusBEIR-lite"
],
"tags": [
"sentence-transformers",
"safetensors",
"qwen3_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_qwen3_bidirectional.Qwen3BidirectionalModel",
"pipeline_tag": "feature-extraction"
},
"usedStorage": 6311984747,
"widgetData": [
{
"sentences": [
"Это счастливая собака",
"Это очень счастливый человек",
"Сегодня солнечный день"
],
"source_sentence": "Это счастливый человек"
}
]
} | ||||||
| licence | mitreceipt
What the source handed over{
"_asked": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"_id": "6a69fe45289e17719e6a4f8b",
"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": [
"Qwen3BidirectionalModel"
],
"auto_map": {
"AutoConfig": "configuration_qwen3_bidirectional.Qwen3BidirectionalConfig",
"AutoModel": "modeling_qwen3_bidirectional.Qwen3BidirectionalModel"
},
"model_type": "qwen3_bidirec",
"tokenizer_config": {
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "</s>",
"unk_token": "<unk>"
}
},
"createdAt": "2026-07-29T13:21:09.000Z",
"disabled": false,
"downloads": 10123,
"gated": false,
"id": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"lastModified": "2026-09-14T11:18:12.000Z",
"library_name": "sentence-transformers",
"likes": 17,
"model-index": null,
"modelId": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"pipeline_tag": "sentence-similarity",
"private": false,
"safetensors": {
"parameters": {
"BF16": 3150605312
},
"total": 3150605312
},
"sha": "b71168088212f0a13688514e4fc288a86106c4e4",
"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_qwen3_bidirectional.py"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "modeling_qwen3_bidirectional.py"
},
{
"rfilename": "modules.json"
},
{
"rfilename": "sentence_bert_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
}
],
"spaces": [
"mteb/leaderboard",
"tardellirs/model-pulse",
"sergeyzh/rusBEIR-lite"
],
"tags": [
"sentence-transformers",
"safetensors",
"qwen3_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_qwen3_bidirectional.Qwen3BidirectionalModel",
"pipeline_tag": "feature-extraction"
},
"usedStorage": 6311984747,
"widgetData": [
{
"sentences": [
"Это счастливая собака",
"Это очень счастливый человек",
"Сегодня солнечный день"
],
"source_sentence": "Это счастливый человек"
}
]
} | ||||||
| likes | 17receipt
What the source handed over{
"_asked": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"_id": "6a69fe45289e17719e6a4f8b",
"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": [
"Qwen3BidirectionalModel"
],
"auto_map": {
"AutoConfig": "configuration_qwen3_bidirectional.Qwen3BidirectionalConfig",
"AutoModel": "modeling_qwen3_bidirectional.Qwen3BidirectionalModel"
},
"model_type": "qwen3_bidirec",
"tokenizer_config": {
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "</s>",
"unk_token": "<unk>"
}
},
"createdAt": "2026-07-29T13:21:09.000Z",
"disabled": false,
"downloads": 10123,
"gated": false,
"id": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"lastModified": "2026-09-14T11:18:12.000Z",
"library_name": "sentence-transformers",
"likes": 17,
"model-index": null,
"modelId": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"pipeline_tag": "sentence-similarity",
"private": false,
"safetensors": {
"parameters": {
"BF16": 3150605312
},
"total": 3150605312
},
"sha": "b71168088212f0a13688514e4fc288a86106c4e4",
"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_qwen3_bidirectional.py"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "modeling_qwen3_bidirectional.py"
},
{
"rfilename": "modules.json"
},
{
"rfilename": "sentence_bert_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
}
],
"spaces": [
"mteb/leaderboard",
"tardellirs/model-pulse",
"sergeyzh/rusBEIR-lite"
],
"tags": [
"sentence-transformers",
"safetensors",
"qwen3_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_qwen3_bidirectional.Qwen3BidirectionalModel",
"pipeline_tag": "feature-extraction"
},
"usedStorage": 6311984747,
"widgetData": [
{
"sentences": [
"Это счастливая собака",
"Это очень счастливый человек",
"Сегодня солнечный день"
],
"source_sentence": "Это счастливый человек"
}
]
} | ||||||
| task | sentence-similarityreceipt
What the source handed over{
"_asked": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"_id": "6a69fe45289e17719e6a4f8b",
"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": [
"Qwen3BidirectionalModel"
],
"auto_map": {
"AutoConfig": "configuration_qwen3_bidirectional.Qwen3BidirectionalConfig",
"AutoModel": "modeling_qwen3_bidirectional.Qwen3BidirectionalModel"
},
"model_type": "qwen3_bidirec",
"tokenizer_config": {
"bos_token": "<s>",
"eos_token": "</s>",
"pad_token": "</s>",
"unk_token": "<unk>"
}
},
"createdAt": "2026-07-29T13:21:09.000Z",
"disabled": false,
"downloads": 10123,
"gated": false,
"id": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"lastModified": "2026-09-14T11:18:12.000Z",
"library_name": "sentence-transformers",
"likes": 17,
"model-index": null,
"modelId": "ai-sage/Giga-Embeddings-instruct-3B-0826",
"pipeline_tag": "sentence-similarity",
"private": false,
"safetensors": {
"parameters": {
"BF16": 3150605312
},
"total": 3150605312
},
"sha": "b71168088212f0a13688514e4fc288a86106c4e4",
"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_qwen3_bidirectional.py"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "modeling_qwen3_bidirectional.py"
},
{
"rfilename": "modules.json"
},
{
"rfilename": "sentence_bert_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
}
],
"spaces": [
"mteb/leaderboard",
"tardellirs/model-pulse",
"sergeyzh/rusBEIR-lite"
],
"tags": [
"sentence-transformers",
"safetensors",
"qwen3_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_qwen3_bidirectional.Qwen3BidirectionalModel",
"pipeline_tag": "feature-extraction"
},
"usedStorage": 6311984747,
"widgetData": [
{
"sentences": [
"Это счастливая собака",
"Это очень счастливый человек",
"Сегодня солнечный день"
],
"source_sentence": "Это счастливый человек"
}
]
} |
Text
This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/ai-sage/Giga-Embeddings-instruct-3B-0826.