腾讯开源EVIE-8B视觉文档检索模型
腾讯发布EVIE-8B,基于Qwen3.5-9B,8.41B参数,4096D嵌入,ViDoRe V3上nDCG@10达66.75,已开源。
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tencent/EVIE-8B · Hugging Face Hugging Face (https://huggingface.co/) Models (https://huggingface.co/models) Datasets (https://huggingface.co/datasets) Spaces (https://huggingface.co/spaces) Buckets new (https://huggingface.co/storage) Docs (https://huggingface.co/docs) Enterprise (https://huggingface.co/enterprise) Pricing (https://huggingface.co/pricing) Website Tasks (https://huggingface.co/tasks) HuggingChat (https://huggingface.co/chat) Collections (https://huggingface.co/collections) Languages (https://huggingface.co/languages) Organizations (https://huggingface.co/organizations) Community Blog (https://huggingface.co/blog) Posts (https://huggingface.co/posts) Daily Papers (https://huggingface.co/papers) Hardware (https://huggingface.co/hardware) Learn (https://huggingface.co/learn) Discord (https://huggingface.co/join/discord) Forum (https://discuss.huggingface.co/) GitHub (https://github.com/huggingface) Solutions Team & Enterprise (https://huggingface.co/enterprise) Hugging Face PRO (https://huggingface.co/pro) Enterprise Support (https://huggingface.co/support) Inference Providers (https://huggingface.co/inference/models) Inference Endpoints (https://huggingface.co/inference-endpoints) Storage Buckets (https://huggingface.co/storage) Log In (https://huggingface.co/login) Sign Up (https://huggingface.co/join) (https://huggingface.co/tencent) tencent (https://huggingface.co/tencent) / EVIE-8B (https://huggingface.co/tencent/EVIE-8B) like 9 Follow Tencent 12.1k Visual Document Retrieval (https://huggingface.co/models?pipeline_tag=visual-document-retrieval) Safetensors (https://huggingface.co/models?library=safetensors) sentence-transformers (https://huggingface.co/models?library=sentence-transformers) vidore/vidore_benchmark vidore/vidore_benchmark_v2 jinaai/jina-vdr colpali-engine (https://huggingface.co/models?other=colpali-engine) qwen3_5 (https://huggingface.co/models?other=qwen3_5) vision-language (https://huggingface.co/models?other=vision-language) colbert (https://huggingface.co/models?other=colbert) late-interaction (https://huggingface.co/models?other=late-interaction) multi-vector (https://huggingface.co/models?other=multi-vector) vidore (https://huggingface.co/models?other=vidore) document-retrieval (https://huggingface.co/models?other=document-retrieval) multimodal (https://huggingface.co/models?other=multimodal) License: apache-2.0 Model card (https://huggingface.co/tencent/EVIE-8B) Files Files and versions xet (https://huggingface.co/tencent/EVIE-8B/tree/main) Community 1 (https://huggingface.co/tencent/EVIE-8B/discussions) Deploy Copy to bucket new Use this model Instructions to use tencent/EVIE-8B with libraries, inference providers, notebooks, and local apps. Follow these links to get started. Libraries sentence-transformers (https://huggingface.co/tencent/EVIE-8B?library=sentence-transformers) How to use tencent/EVIE-8B with sentence-transformers: from sentence_transformers import SentenceTransformer model = SentenceTransformer("tencent/EVIE-8B") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] Notebooks Google Colab (https://huggingface.co/tencent/EVIE-8B/colab) Kaggle (https://huggingface.co/tencent/EVIE-8B/kaggle) 🏆 EVIE-8B: The Most Accurate Visual Document Retriever (https://huggingface.co/tencent/EVIE-8B#🏆-evie-8b-the-most-accurate-visual-document-retriever) 🌟 Highlights (https://huggingface.co/tencent/EVIE-8B#🌟-highlights) 🧠 Architecture & Technical Highlights (https://huggingface.co/tencent/EVIE-8B#🧠-architecture--technical-highlights) 📊 Comprehensive ViDoRe Leaderboard Comparison (https://huggingface.co/tencent/EVIE-8B#📊-comprehensive-vidore-leaderboard-comparison) 🔍 ViDoRe V3 Per-Domain Breakdown (nDCG@10) (https://huggingface.co/tencent/EVIE-8B#🔍-v
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