Arxiv:2506.05176 Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-0.6b-bas... Endpoints compatible Feature-extraction Qwen3 Region:us Safetensors Sentence-similarity Sentence-transformers
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen3-Embedding-0.6B
Qwen3 Embedding 0.6B 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 0.6B Parameters and Internals
| LLM Name | Qwen3 Embedding 0.6B |
| Repository 🤗 | https://huggingface.co/Qwen/Qwen3-Embedding-0.6B |
| Base Model(s) | |
| Model Size | 0.6b |
| Required VRAM | 1.2 GB |
| Updated | 2025-06-11 |
| Maintainer | Qwen |
| Model Type | qwen3 |
| Model Files | |
| Model Architecture | Qwen3ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.51.3 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151669 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Qwen3 Embedding 0.6B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen3 Reranker 0.6B | 40K / 1.2 GB | 10868 | 91 |
| OuteTTS 1.0 0.6B | 40K / 1.2 GB | 3691 | 83 |
| Qwen3 0.6B FP8 | 40K / 1.1 GB | 5160 | 45 |
| Qwen3 0.6B | 40K / 1.2 GB | 20405 | 7 |
| Qwen3 0.6B Bf16 | 40K / 1.2 GB | 2276 | 5 |
| Qwen3 0.6B Medical Expert | 40K / 1.2 GB | 1033 | 3 |
| Qwen3 0.6B Abliterated | 40K / 1.2 GB | 936 | 6 |
| Smoothie Qwen3 0.6B | 40K / 1.2 GB | 1064 | 1 |
| ...fied Qwen3 0.6B Abliterated V1 | 40K / 1.2 GB | 922 | 3 |
| SFT DART | 40K / 1.2 GB | 55 | 0 |
Rank the Qwen3 Embedding 0.6B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124