HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

Qwen3-Embedding-4B

Qwen/Qwen3-Embedding-4B

kind
original
quant
bf16 (16-bit)
family
qwen
modality
feature-extraction
root model
Qwen/Qwen3-4B-Base
provider
Qwen
license
apache-2.0
language
—
context
32k
library
—
vRAM (GB)
8
size on disk
—
downloads
2,692,995
likes
300
created
—
last modified
2025-06-20T09:30:56+00:00 (2025)
huggingface
https://huggingface.co/Qwen/Qwen3-Embedding-4B
tags
sentence-transformerssafetensorsqwen3text-generationtransformerssentence-similarityfeature-extractiontext-embeddings-inferencearxiv:2506.05176base_model:Qwen/Qwen3-4B-Basebase_model:finetune:Qwen/Qwen3-4B-Baselicense:apache-2.0endpoints_compatibleregion:us

Benchmark scores (0)

no scores extracted for this variant.

Discussions (24)

titleauthorstatuscommentstype
Far different performance between Qwen3-4B and Qwen3-Embedding-4Bjuliasiopen0disc
Anyone up for making a FP8 for 4B embedding and reranker?huggyfaceenjoyeropen0disc
Fix architecture in config (Qwen3ForCausalLM -> Qwen3Model)Xenovaopen0disc
How to set MRL (variable dimensions) in vLLMjanreges3open0disc
Is this embedding model trained with LoRA?lucaswychanopen0disc
555polo21212000closed0disc
asdwdwStrive4Greatnessclosed0disc
Can this model be used for text generation tasks?Lijensopen0disc
Update README.mdaari1995open0disc
Update `README.md` to use TEI v1.7 insteadalvarobarttopen0disc
Qwen_quantized_dynamic_8-bit _(INT8)Colegeroopen0disc
Update README.md with TEI supportalvarobarttmerged0disc
What is the instruct to reproduce MTEB number?Mengyao00open0disc
API is here: deepinfradazzafactopen0disc
ONNX Conversionshuttieopen0disc
Any way to deploy it online?dldxopen0disc
Add missing `torch_dtype` in commented snippet in `README.md`alvarobarttopen0disc
🔥🔥🔥Qwen3 Embedding实战使用教程leo009open0disc
Training supportedtastelikefeetopen0disc
Improve model card with pipeline tag and library namesnielsrclosed0disc
add use case for vllm & modify Citationzyznullmerged0disc
是否可以基于该模型训练NLIweiminwopen0disc
Max positional embeddings in readme is 40k, here is 32kmichaelfeilopen0disc
Automatically add EOS via Tokenizer, integrate Sentence Transformerstomaarsenmerged0disc
Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.