---
title: Model Catalog
description: 59 supported models across encode, score, and extract primitives. Structured index of embedding, reranking, and extraction models with links to per-model Markdown pages.
canonical_url: https://superlinked.com/models
last_updated: 2026-05-24
---

# SIE Model Catalog

59 supported models across the three SIE primitives: encode (text and image embeddings), score (reranking), and extract (entities, relations, classification, object detection). Each entry links to a per-model page with benchmarks and GPU performance data.

Related: [How to choose a model](/docs/choosing.md) · [HTTP API](/docs/reference/api.md) · [Python SDK](/docs/reference/sdk.md) · [TypeScript SDK](/docs/reference/typescript-sdk.md)

## Encoders

- [vidore/colqwen2.5-v0.2](/models/vidore-colqwen2-5-v0-2.md) — Qwen2 · 7.0B params · Multi-Vec · 2,048 ctx · mit
- [vidore/colpali-v1.3-hf](/models/vidore-colpali-v1-3-hf.md) — PaliGemma · 3.0B params · Multi-Vec · 2,048 ctx · gemma
- [Alibaba-NLP/gte-Qwen2-1.5B-instruct](/models/alibaba-nlp-gte-qwen2-1-5b-instruct.md) — Qwen2 · 1.8B params · Dense · 32,768 ctx · apache-2.0
- [NovaSearch/stella_en_1.5B_v5](/models/novasearch-stella_en_1-5b_v5.md) — Qwen2 · 1.5B params · Dense · 512 ctx · mit
- [laion/CLIP-ViT-H-14-laion2B-s32B-b79K](/models/laion-clip-vit-h-14-laion2b-s32b-b79k.md) — CLIP · 986M params · Dense · 77 ctx · mit
- [google/siglip-so400m-patch14-384](/models/google-siglip-so400m-patch14-384.md) — SigLIP · 878M params · Dense · 64 ctx · apache-2.0
- [google/siglip-so400m-patch14-224](/models/google-siglip-so400m-patch14-224.md) — SigLIP · 877M params · Dense · 64 ctx · apache-2.0
- [Qwen/Qwen3-Embedding-0.6B](/models/qwen-qwen3-embedding-0-6b.md) — Qwen3 · 596M params · Dense · 32,768 ctx · apache-2.0
- [BAAI/bge-m3](/models/baai-bge-m3.md) — XLM-RoBERTa · 568M params · Dense+Sparse+Multi-Vec · 8,192 ctx · mit
- [intfloat/multilingual-e5-large](/models/intfloat-multilingual-e5-large.md) — XLM-RoBERTa · 560M params · Dense · 512 ctx · mit
- [intfloat/multilingual-e5-large-instruct](/models/intfloat-multilingual-e5-large-instruct.md) — XLM-RoBERTa · 560M params · Dense · 512 ctx · mit
- [jinaai/jina-colbert-v2](/models/jinaai-jina-colbert-v2.md) — XLM-RoBERTa · 559M params · Multi-Vec · 8,192 ctx · cc-by-nc-4.0
- [nomic-ai/nomic-embed-text-v2-moe](/models/nomic-ai-nomic-embed-text-v2-moe.md) — NomicBERT · 475M params · Dense · 2,048 ctx · apache-2.0
- [NovaSearch/stella_en_400M_v5](/models/novasearch-stella_en_400m_v5.md) — ModernBERT · 435M params · Dense · 512 ctx · mit
- [openai/clip-vit-large-patch14](/models/openai-clip-vit-large-patch14.md) — CLIP · 428M params · Dense · 77 ctx
- [mixedbread-ai/mxbai-colbert-large-v1](/models/mixedbread-ai-mxbai-colbert-large-v1.md) — BERT · 335M params · Multi-Vec · 512 ctx · apache-2.0
- [intfloat/e5-large-v2](/models/intfloat-e5-large-v2.md) — BERT · 335M params · Dense · 512 ctx · mit
- [Alibaba-NLP/gte-multilingual-base](/models/alibaba-nlp-gte-multilingual-base.md) — ModernBERT · 305M params · Dense · 8,192 ctx · apache-2.0
- [lightonai/GTE-ModernColBERT-v1](/models/lightonai-gte-moderncolbert-v1.md) — ModernBERT · 305M params · Multi-Vec · 8,192 ctx · apache-2.0
- [google/embeddinggemma-300m](/models/google-embeddinggemma-300m.md) — Gemma 3 · 303M params · Dense · 2,048 ctx · gemma
- [laion/CLIP-ViT-B-32-laion2B-s34B-b79K](/models/laion-clip-vit-b-32-laion2b-s34b-b79k.md) — CLIP · 151M params · Dense · 77 ctx · mit
- [openai/clip-vit-base-patch32](/models/openai-clip-vit-base-patch32.md) — CLIP · 151M params · Dense · 77 ctx
- [lightonai/Reason-ModernColBERT](/models/lightonai-reason-moderncolbert.md) — ModernBERT · 149M params · Multi-Vec · 8,192 ctx · cc-by-nc-4.0
- [opensearch-project/opensearch-neural-sparse-encoding-doc-v3-gte](/models/opensearch-project-opensearch-neural-sparse-encoding-doc-v3-gte.md) — ModernBERT · 137M params · Sparse · 512 ctx · apache-2.0
- [naver/splade-cocondenser-selfdistil](/models/naver-splade-cocondenser-selfdistil.md) — BERT · 110M params · Sparse · 512 ctx · cc-by-nc-sa-4.0
- [naver/splade-v3](/models/naver-splade-v3.md) — BERT · 110M params · Sparse · 512 ctx · cc-by-nc-sa-4.0
- [intfloat/e5-base-v2](/models/intfloat-e5-base-v2.md) — BERT · 109M params · Dense · 512 ctx · mit
- [opensearch-project/opensearch-neural-sparse-encoding-doc-v2-distill](/models/opensearch-project-opensearch-neural-sparse-encoding-doc-v2-distill.md) — DistilBERT · 67M params · Sparse · 512 ctx · apache-2.0
- [opensearch-project/opensearch-neural-sparse-encoding-doc-v3-distill](/models/opensearch-project-opensearch-neural-sparse-encoding-doc-v3-distill.md) — DistilBERT · 67M params · Sparse · 512 ctx · apache-2.0
- [opensearch-project/opensearch-neural-sparse-encoding-v2-distill](/models/opensearch-project-opensearch-neural-sparse-encoding-v2-distill.md) — DistilBERT · 67M params · Sparse · 512 ctx · apache-2.0
- [answerdotai/answerai-colbert-small-v1](/models/answerdotai-answerai-colbert-small-v1.md) — BERT · 33M params · Multi-Vec · 512 ctx · apache-2.0
- [intfloat/e5-small-v2](/models/intfloat-e5-small-v2.md) — BERT · 33M params · Dense · 512 ctx · mit
- [mixedbread-ai/mxbai-edge-colbert-v0-32m](/models/mixedbread-ai-mxbai-edge-colbert-v0-32m.md) — ModernBERT · 32M params · Multi-Vec · 8,192 ctx · apache-2.0
- [sentence-transformers/all-MiniLM-L6-v2](/models/sentence-transformers-all-minilm-l6-v2.md) — BERT · 23M params · Dense · 256 ctx · apache-2.0
- [rasyosef/splade-mini](/models/rasyosef-splade-mini.md) — BERT · 11M params · Sparse · 512 ctx · mit

## Rerankers (Score)

- [mixedbread-ai/mxbai-rerank-large-v2](/models/mixedbread-ai-mxbai-rerank-large-v2.md) — Qwen2 · 1.5B params · Score · 8,192 ctx · apache-2.0
- [BAAI/bge-m3](/models/baai-bge-m3.md) — XLM-RoBERTa · 568M params · Dense+Sparse+Multi-Vec · 8,192 ctx · mit
- [BAAI/bge-reranker-large](/models/baai-bge-reranker-large.md) — XLM-RoBERTa · 560M params · Score · 512 ctx · mit
- [jinaai/jina-colbert-v2](/models/jinaai-jina-colbert-v2.md) — XLM-RoBERTa · 559M params · Multi-Vec · 8,192 ctx · cc-by-nc-4.0
- [mixedbread-ai/mxbai-rerank-base-v2](/models/mixedbread-ai-mxbai-rerank-base-v2.md) — Qwen2 · 494M params · Score · 8,192 ctx · apache-2.0
- [mixedbread-ai/mxbai-colbert-large-v1](/models/mixedbread-ai-mxbai-colbert-large-v1.md) — BERT · 335M params · Multi-Vec · 512 ctx · apache-2.0
- [lightonai/GTE-ModernColBERT-v1](/models/lightonai-gte-moderncolbert-v1.md) — ModernBERT · 305M params · Multi-Vec · 8,192 ctx · apache-2.0
- [jinaai/jina-reranker-v2-base-multilingual](/models/jinaai-jina-reranker-v2-base-multilingual.md) — XLM-RoBERTa · 278M params · Score · 1,024 ctx · cc-by-nc-4.0
- [BAAI/bge-reranker-base](/models/baai-bge-reranker-base.md) — XLM-RoBERTa · 278M params · Score · 512 ctx · mit
- [Alibaba-NLP/gte-reranker-modernbert-base](/models/alibaba-nlp-gte-reranker-modernbert-base.md) — ModernBERT · 150M params · Score · 8,192 ctx · apache-2.0
- [lightonai/Reason-ModernColBERT](/models/lightonai-reason-moderncolbert.md) — ModernBERT · 149M params · Multi-Vec · 8,192 ctx · cc-by-nc-4.0
- [answerdotai/answerai-colbert-small-v1](/models/answerdotai-answerai-colbert-small-v1.md) — BERT · 33M params · Multi-Vec · 512 ctx · apache-2.0
- [cross-encoder/ms-marco-MiniLM-L-12-v2](/models/cross-encoder-ms-marco-minilm-l-12-v2.md) — BERT · 33M params · Score · 512 ctx · apache-2.0
- [mixedbread-ai/mxbai-edge-colbert-v0-32m](/models/mixedbread-ai-mxbai-edge-colbert-v0-32m.md) — ModernBERT · 32M params · Multi-Vec · 8,192 ctx · apache-2.0

## Extractors

- [zai-org/GLM-OCR](/models/zai-org-glm-ocr.md) — GLM-OCR · 1.3B params · Text (Markdown) · mit
- [lightonai/LightOnOCR-2-1B](/models/lightonai-lightonocr-2-1b.md) — LightOnOCR · 1.0B params · Text (Markdown) · apache-2.0
- [PaddlePaddle/PaddleOCR-VL-1.5](/models/paddlepaddle-paddleocr-vl-1-5.md) — PaddleOCR-VL · 959M params · Text (Markdown) · apache-2.0
- [numind/NuNER_Zero](/models/numind-nuner_zero.md) — DeBERTa · 449M params · Entities · mit
- [EmergentMethods/gliner_large_news-v2.1](/models/emergentmethods-gliner_large_news-v2-1.md) — DeBERTa · 435M params · Entities · apache-2.0
- [Ihor/gliner-biomed-large-v1.0](/models/ihor-gliner-biomed-large-v1-0.md) — DeBERTa · 435M params · Entities · apache-2.0
- [jackboyla/glirel-large-v0](/models/jackboyla-glirel-large-v0.md) — DeBERTa · 435M params · Relations
- [urchade/gliner_large-v2.1](/models/urchade-gliner_large-v2-1.md) — DeBERTa · 435M params · Entities · apache-2.0
- [urchade/gliner_multi-v2.1](/models/urchade-gliner_multi-v2-1.md) — DeBERTa · 435M params · Entities · apache-2.0
- [urchade/gliner_multi_pii-v1](/models/urchade-gliner_multi_pii-v1.md) — DeBERTa · 435M params · Entities · apache-2.0
- [IDEA-Research/grounding-dino-base](/models/idea-research-grounding-dino-base.md) — Swin · 233M params · Bounding Boxes · apache-2.0
- [urchade/gliner_medium-v2.1](/models/urchade-gliner_medium-v2-1.md) — DeBERTa · 195M params · Entities · apache-2.0
- [IDEA-Research/grounding-dino-tiny](/models/idea-research-grounding-dino-tiny.md) — Swin · 172M params · Bounding Boxes · apache-2.0
- [google/owlv2-base-patch16-ensemble](/models/google-owlv2-base-patch16-ensemble.md) — CLIP · 155M params · Bounding Boxes · apache-2.0
- [numind/NuNER_Zero-span](/models/numind-nuner_zero-span.md) — DeBERTa · 110M params · Entities · mit
- [null](/models/docling.md) — Docling · 80M params · Parsed Document
- [urchade/gliner_small-v2.1](/models/urchade-gliner_small-v2-1.md) — DeBERTa · 60M params · Entities · apache-2.0