Arxiv:2506.05176 Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-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-4B
Qwen3 Embedding 4B Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Qwen3 Embedding 4B Parameters and Internals
| LLM Name | Qwen3 Embedding 4B |
| Repository 🤗 | https://huggingface.co/Qwen/Qwen3-Embedding-4B |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 8.1 GB |
| Updated | 2025-06-09 |
| Maintainer | Qwen |
| Model Type | qwen3 |
| Model Files | |
| Model Architecture | Qwen3ForCausalLM |
| License | apache-2.0 |
| Context Length | 40960 |
| Model Max Length | 40960 |
| Transformers Version | 4.51.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151665 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen3 Embedding 4B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen3 Reranker 4B | 40K / 8.1 GB | 1748 | 42 |
| Qwen3 4B FP8 | 40K / 5.2 GB | 35738 | 22 |
| Qwen3 4B | 40K / 8.1 GB | 17033 | 5 |
| Qwen3 4B Esper3 | 40K / 16.1 GB | 5502 | 8 |
| Chinda Qwen3 4B | 40K / 8.1 GB | 154 | 9 |
| Qwen3 4B Abliterated | 40K / 8.1 GB | 664 | 13 |
| Bootes Qwen3 Coder Reasoning | 40K / 8.1 GB | 524 | 2 |
| ...iefied Qwen3 4B Abliterated V1 | 40K / 8.1 GB | 529 | 10 |
| Blitzar Coder 4B F.1 | 40K / 8.1 GB | 33 | 1 |
| Crux Qwen3 OpenThinking 4B | 40K / 8.1 GB | 68 | 6 |
Rank the Qwen3 Embedding 4B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124