Skip to content

Instantly share code, notes, and snippets.

@wilyJ80

wilyJ80/text.json

Last active March 6, 2026 15:24
Show Gist options

  • Select an option

    Learn more about clone URLs
  • Save wilyJ80/77502a0a3e65a82428b6fa589714e44d to your computer and use it in GitHub Desktop.

Select an option

Learn more about clone URLs
Save wilyJ80/77502a0a3e65a82428b6fa589714e44d to your computer and use it in GitHub Desktop.
Download ZIP
Supported FastEmbed models 2026 03
Raw
text.json
[
{
"model": "BAAI/bge-base-en",
"sources": {
"hf": "Qdrant/fast-bge-base-en",
"url": "https://storage.googleapis.com/qdrant-fastembed/fast-bge-base-en.tar.gz",
"_deprecated_tar_struct": true
},
"model_file": "model_optimized.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2023 year.",
"license": "mit",
"size_in_GB": 0.42,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "BAAI/bge-base-en-v1.5",
"sources": {
"hf": "qdrant/bge-base-en-v1.5-onnx-q",
"url": "https://storage.googleapis.com/qdrant-fastembed/fast-bge-base-en-v1.5.tar.gz",
"_deprecated_tar_struct": true
},
"model_file": "model_optimized.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: not so necessary, 2023 year.",
"license": "mit",
"size_in_GB": 0.21,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "BAAI/bge-large-en-v1.5",
"sources": {
"hf": "qdrant/bge-large-en-v1.5-onnx",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: not so necessary, 2023 year.",
"license": "mit",
"size_in_GB": 1.2,
"additional_files": [],
"dim": 1024,
"tasks": {}
},
{
"model": "BAAI/bge-small-en",
"sources": {
"hf": "Qdrant/bge-small-en",
"url": "https://storage.googleapis.com/qdrant-fastembed/BAAI-bge-small-en.tar.gz",
"_deprecated_tar_struct": true
},
"model_file": "model_optimized.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2023 year.",
"license": "mit",
"size_in_GB": 0.13,
"additional_files": [],
"dim": 384,
"tasks": {}
},
{
"model": "BAAI/bge-small-en-v1.5",
"sources": {
"hf": "qdrant/bge-small-en-v1.5-onnx-q",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model_optimized.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: not so necessary, 2023 year.",
"license": "mit",
"size_in_GB": 0.067,
"additional_files": [],
"dim": 384,
"tasks": {}
},
{
"model": "BAAI/bge-small-zh-v1.5",
"sources": {
"hf": "Qdrant/bge-small-zh-v1.5",
"url": "https://storage.googleapis.com/qdrant-fastembed/fast-bge-small-zh-v1.5.tar.gz",
"_deprecated_tar_struct": true
},
"model_file": "model_optimized.onnx",
"description": "Text embeddings, Unimodal (text), Chinese, 512 input tokens truncation, Prefixes for queries/documents: not so necessary, 2023 year.",
"license": "mit",
"size_in_GB": 0.09,
"additional_files": [],
"dim": 512,
"tasks": {}
},
{
"model": "mixedbread-ai/mxbai-embed-large-v1",
"sources": {
"hf": "mixedbread-ai/mxbai-embed-large-v1",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.64,
"additional_files": [],
"dim": 1024,
"tasks": {}
},
{
"model": "snowflake/snowflake-arctic-embed-xs",
"sources": {
"hf": "snowflake/snowflake-arctic-embed-xs",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.09,
"additional_files": [],
"dim": 384,
"tasks": {}
},
{
"model": "snowflake/snowflake-arctic-embed-s",
"sources": {
"hf": "snowflake/snowflake-arctic-embed-s",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.13,
"additional_files": [],
"dim": 384,
"tasks": {}
},
{
"model": "snowflake/snowflake-arctic-embed-m",
"sources": {
"hf": "Snowflake/snowflake-arctic-embed-m",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.43,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "snowflake/snowflake-arctic-embed-m-long",
"sources": {
"hf": "snowflake/snowflake-arctic-embed-m-long",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 2048 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.54,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "snowflake/snowflake-arctic-embed-l",
"sources": {
"hf": "snowflake/snowflake-arctic-embed-l",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 1.02,
"additional_files": [],
"dim": 1024,
"tasks": {}
},
{
"model": "jinaai/jina-clip-v1",
"sources": {
"hf": "jinaai/jina-clip-v1",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/text_model.onnx",
"description": "Text embeddings, Multimodal (text&image), English, Prefixes for queries/documents: not necessary, 2024 year",
"license": "apache-2.0",
"size_in_GB": 0.55,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "Qdrant/clip-ViT-B-32-text",
"sources": {
"hf": "Qdrant/clip-ViT-B-32-text",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Text embeddings, Multimodal (text&image), English, 77 input tokens truncation, Prefixes for queries/documents: not necessary, 2021 year",
"license": "mit",
"size_in_GB": 0.25,
"additional_files": [],
"dim": 512,
"tasks": {}
},
{
"model": "sentence-transformers/all-MiniLM-L6-v2",
"sources": {
"hf": "qdrant/all-MiniLM-L6-v2-onnx",
"url": "https://storage.googleapis.com/qdrant-fastembed/sentence-transformers-all-MiniLM-L6-v2.tar.gz",
"_deprecated_tar_struct": true
},
"model_file": "model.onnx",
"description": "Text embeddings, Unimodal (text), English, 256 input tokens truncation, Prefixes for queries/documents: not necessary, 2021 year.",
"license": "apache-2.0",
"size_in_GB": 0.09,
"additional_files": [],
"dim": 384,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v2-base-en",
"sources": {
"hf": "xenova/jina-embeddings-v2-base-en",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 8192 input tokens truncation, Prefixes for queries/documents: not necessary, 2023 year.",
"license": "apache-2.0",
"size_in_GB": 0.52,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v2-small-en",
"sources": {
"hf": "xenova/jina-embeddings-v2-small-en",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), English, 8192 input tokens truncation, Prefixes for queries/documents: not necessary, 2023 year.",
"license": "apache-2.0",
"size_in_GB": 0.12,
"additional_files": [],
"dim": 512,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v2-base-de",
"sources": {
"hf": "jinaai/jina-embeddings-v2-base-de",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model_fp16.onnx",
"description": "Text embeddings, Unimodal (text), Multilingual (German, English), 8192 input tokens truncation, Prefixes for queries/documents: not necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.32,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v2-base-code",
"sources": {
"hf": "jinaai/jina-embeddings-v2-base-code",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), Multilingual (English, 30 programming languages), 8192 input tokens truncation, Prefixes for queries/documents: not necessary, 2024
year.",
"license": "apache-2.0",
"size_in_GB": 0.64,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v2-base-zh",
"sources": {
"hf": "jinaai/jina-embeddings-v2-base-zh",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), supports mixed Chinese-English input text, 8192 input tokens truncation, Prefixes for queries/documents: not necessary, 2024 year."
,
"license": "apache-2.0",
"size_in_GB": 0.64,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v2-base-es",
"sources": {
"hf": "jinaai/jina-embeddings-v2-base-es",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), supports mixed Spanish-English input text, 8192 input tokens truncation, Prefixes for queries/documents: not necessary, 2024 year."
,
"license": "apache-2.0",
"size_in_GB": 0.64,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "thenlper/gte-base",
"sources": {
"hf": "thenlper/gte-base",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "General text embeddings, Unimodal (text), supports English only input text, 512 input tokens truncation, Prefixes for queries/documents: not necessary, 2024 year.",
"license": "mit",
"size_in_GB": 0.44,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "thenlper/gte-large",
"sources": {
"hf": "qdrant/gte-large-onnx",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Text embeddings, Unimodal (text), English, 512 input tokens truncation, Prefixes for queries/documents: not necessary, 2023 year.",
"license": "mit",
"size_in_GB": 1.2,
"additional_files": [],
"dim": 1024,
"tasks": {}
},
{
"model": "nomic-ai/nomic-embed-text-v1.5",
"sources": {
"hf": "nomic-ai/nomic-embed-text-v1.5",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Multimodal (text, image), English, 8192 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.52,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "nomic-ai/nomic-embed-text-v1.5-Q",
"sources": {
"hf": "nomic-ai/nomic-embed-text-v1.5",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model_quantized.onnx",
"description": "Text embeddings, Multimodal (text, image), English, 8192 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.13,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "nomic-ai/nomic-embed-text-v1",
"sources": {
"hf": "nomic-ai/nomic-embed-text-v1",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Multimodal (text, image), English, 8192 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "apache-2.0",
"size_in_GB": 0.52,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
"sources": {
"hf": "qdrant/paraphrase-multilingual-MiniLM-L12-v2-onnx-Q",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model_optimized.onnx",
"description": "Text embeddings, Unimodal (text), Multilingual (~50 languages), 512 input tokens truncation, Prefixes for queries/documents: not necessary, 2019 year.",
"license": "apache-2.0",
"size_in_GB": 0.22,
"additional_files": [],
"dim": 384,
"tasks": {}
},
{
"model": "sentence-transformers/paraphrase-multilingual-mpnet-base-v2",
"sources": {
"hf": "xenova/paraphrase-multilingual-mpnet-base-v2",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Text embeddings, Unimodal (text), Multilingual (~50 languages), 384 input tokens truncation, Prefixes for queries/documents: not necessary, 2021 year.",
"license": "apache-2.0",
"size_in_GB": 1.0,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "intfloat/multilingual-e5-large",
"sources": {
"hf": "qdrant/multilingual-e5-large-onnx",
"url": "https://storage.googleapis.com/qdrant-fastembed/fast-multilingual-e5-large.tar.gz",
"_deprecated_tar_struct": true
},
"model_file": "model.onnx",
"description": "Text embeddings, Unimodal (text), Multilingual (~100 languages), 512 input tokens truncation, Prefixes for queries/documents: necessary, 2024 year.",
"license": "mit",
"size_in_GB": 2.24,
"additional_files": [
"model.onnx_data"
],
"dim": 1024,
"tasks": {}
},
{
"model": "jinaai/jina-embeddings-v3",
"sources": {
"hf": "jinaai/jina-embeddings-v3",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/model.onnx",
"description": "Multi-task unimodal (text) embedding model, multi-lingual (~100), 1024 tokens truncation, and 8192 sequence length. Prefixes for queries/documents: not necessary, 20
24 year.",
"license": "cc-by-nc-4.0",
"size_in_GB": 2.29,
"additional_files": [
"onnx/model.onnx_data"
],
"dim": 1024,
"tasks": {
"retrieval.query": 0,
"retrieval.passage": 1,
"separation": 2,
"classification": 3,
"text-matching": 4
}
}
]
Raw
vision.json
[
{
"model": "Qdrant/clip-ViT-B-32-vision",
"sources": {
"hf": "Qdrant/clip-ViT-B-32-vision",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Image embeddings, Multimodal (text&image), 2021 year",
"license": "mit",
"size_in_GB": 0.34,
"additional_files": [],
"dim": 512,
"tasks": {}
},
{
"model": "Qdrant/resnet50-onnx",
"sources": {
"hf": "Qdrant/resnet50-onnx",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Image embeddings, Unimodal (image), 2016 year",
"license": "apache-2.0",
"size_in_GB": 0.1,
"additional_files": [],
"dim": 2048,
"tasks": {}
},
{
"model": "Qdrant/Unicom-ViT-B-16",
"sources": {
"hf": "Qdrant/Unicom-ViT-B-16",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Image embeddings (more detailed than Unicom-ViT-B-32), Multimodal (text&image), 2023 year",
"license": "apache-2.0",
"size_in_GB": 0.82,
"additional_files": [],
"dim": 768,
"tasks": {}
},
{
"model": "Qdrant/Unicom-ViT-B-32",
"sources": {
"hf": "Qdrant/Unicom-ViT-B-32",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "model.onnx",
"description": "Image embeddings, Multimodal (text&image), 2023 year",
"license": "apache-2.0",
"size_in_GB": 0.48,
"additional_files": [],
"dim": 512,
"tasks": {}
},
{
"model": "jinaai/jina-clip-v1",
"sources": {
"hf": "jinaai/jina-clip-v1",
"url": null,
"_deprecated_tar_struct": false
},
"model_file": "onnx/vision_model.onnx",
"description": "Image embeddings, Multimodal (text&image), 2024 year",
"license": "apache-2.0",
"size_in_GB": 0.34,
"additional_files": [],
"dim": 768,
"tasks": {}
}
]
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment