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Qwen3 Embedding 8B by Qwen

 »  All LLMs  »  Qwen  »  Qwen3 Embedding 8B   URL Share it on

  11130   
  Arxiv:2506.05176   Autotrain compatible Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-8b-base   Endpoints compatible   Feature-extraction   Qwen3   Region:us   Safetensors   Sentence-similarity   Sentence-transformers   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen3-Embedding-8B 

Qwen3 Embedding 8B Benchmarks

LLME Score: 0.47614
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Qwen3 Embedding 8B Parameters and Internals

LLM NameQwen3 Embedding 8B
Repository 🤗https://huggingface.co/Qwen/Qwen3-Embedding-8B 
Base Model(s)  Qwen3 8B Base   Qwen/Qwen3-8B-Base
Model Size8b
Required VRAM15.1 GB
Updated2025-06-11
MaintainerQwen
Model Typeqwen3
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   0.3 GB: 4-of-4
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151665
Torch Data Typebfloat16
Errorsreplace
Qwen3 Embedding 8B (Qwen/Qwen3-Embedding-8B)

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Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen3-Embedding-8B.

Rank the Qwen3 Embedding 8B Capabilities

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Release v20241124
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