HF Model & Benchmark Matrix

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

Qwen3-Embedding-0.6B

Qwen/Qwen3-Embedding-0.6B

kind
original
quant
bf16 (16-bit)
family
qwen
modality
feature-extraction
root model
Qwen/Qwen3-0.6B-Base
provider
Qwen
license
apache-2.0
language
—
context
32k
library
—
vRAM (GB)
8
size on disk
—
downloads
10,547,577
likes
1,128
created
—
last modified
2026-04-20T02:45:58+00:00 (2026)
huggingface
https://huggingface.co/Qwen/Qwen3-Embedding-0.6B
tags
sentence-transformerssafetensorsqwen3text-generationtransformerssentence-similarityfeature-extractiontext-embeddings-inferencearxiv:2506.05176base_model:Qwen/Qwen3-0.6B-Basebase_model:finetune:Qwen/Qwen3-0.6B-Baselicense:apache-2.0endpoints_compatibledeploy:azureregion:usdeploy:sagemaker

Benchmark scores (0)

no scores extracted for this variant.

Discussions (61)

titleauthorstatuscommentstype
Qwen3 Embedding 0.6B — bilingual mobile RAG champion3morixdopen0disc
Embedding Vectors Drift Across Different vLLM Versions and GPUs: How to Pin Unique Values?Donghao-1997open0disc
Urgent : Need solution for Qwen Tokenizer please reply quicklyRohitUltimateopen0disc
Add exported openvino model 'openvino_model.xml'gpumanopen0disc
libcuda.so.1: cannot open shared object filedaylansopen0disc
Add exported onnx model 'model.onnx'rexfongopen0disc
Update README.mdheyitsysmerged0disc
Fix architecture in config (Qwen3ForCausalLM -> Qwen3Model)Xenovaopen0disc
Add exported openvino model 'openvino_model_qint8_quantized.xml'jingmouopen0disc
Add exported onnx model 'model.onnx'lenzhao123closed0disc
Add exported onnx model 'model.onnx'lenzhao123closed0disc
Update vLLM embedding method to `runner="pooling"` from `task="embed"`pj-mathematicianopen0disc
Add exported onnx model 'model.onnx'lenzhao123closed0disc
How to increase speed when using CPUaki0923open0disc
Pooling implementation is weirdir2718open0disc
Update blog link in readmemaigonisopen0disc
Segfault on example sentencetransformers code:marksverdheiopen0disc
Problems with APIartemredchychopen0disc
微调的显存占用很高laaokopen0disc
Qwen3-Embedding-0.6B -> how do I pass instructions to it in llama.cpp?bp50open0disc
any inference providers for Qwen/Qwen3-Embedding-0.6B ?bp50open0disc
HTTP Error - Failed to perform InferenceTomBombadylopen0disc
如何定义32k的上下文Loki1996open0disc
Qwen-3 (0.6B) Embedding Model – High CUDA Memory Spikes with Misspelled Sentencesrgsuryaopen0disc
Add exported onnx model 'model.onnx'AIInnovatorXopen0disc
ValueError: The checkpoint you are trying to load has model type `qwen3` but Transformers does not recognize this architecture.DaniDubiclosed0disc
issues downloading this modelDaemontatoxclosed0disc
Update README.mdaari1995open0disc
task description for clusteringguisheopen0disc
用vllm部署后,如何用api调用呢?hhy150open0disc
Adding ONNX file of this modelhackcheeeopen0disc
Update README.mdCatsup34577open0disc
Best Practices for Query/Passage Prefixes?timdimopen0disc
Update `README.md` to use TEI v1.7 insteadalvarobarttopen0disc
Add ONNX export from Sentence Transformersalvarobarttopen0disc
Update README.md with TEI supportalvarobarttmerged0disc
onnx-community/Qwen3-Embedding-0.6B-ONNXzhnagchenchneopen0disc
FileNotFoundError: [Errno 2] No such file or directory: 'Qwen/Qwen3-Embedding-0.6B/sentence_xlnet_config.json'ColinZhaoopen0disc
Qwen Embedding model used in Typescript EnvironmentAnushaV2002open0disc
求教关于模型训练的问题Jay-v2open0disc
coreml model for the samesriharsha4444open0disc
本地测试用例结果与示例对不上kingkingofallclosed0disc
Embedding Model uses unsloth library instead of transformersmahmoud-moheyopen0disc
ONNX conversionshuttieopen0disc
ONNX version planned?Florianoliopen0disc
How to use "user-defined output dimensions"?BigPan98closed0disc
关于Qwen3 Embedding系列的句子表征Jay-v2open0disc
Reduce GPU memory usage in the runtime.xipingopen0disc
Add missing `torch_dtype` in commented snippet in `README.md`alvarobarttopen0disc
Add library name and project page linknielsrclosed0disc
Training supportedtastelikefeetopen0disc
Languages list?anto5040open0disc
Improve model card metadatanielsrclosed0disc
Add sentence_bert_config.jsonyjoonjangopen0disc
Add sentence_bert_config.jsonyjoonjangclosed0disc
How to change the output embedding dimensions?ly400929open0disc
add use case for vllm & modify Citationzyznullmerged0disc
update READMEzyznullclosed0disc
Embedding Dimension: Up to 1024, supports user-defined output dimensions ranging from 32 to 1024chaochaoliclosed0disc
Automatically add EOS via Tokenizer, integrate Sentence Transformerstomaarsenmerged0disc
vLLM supportccdvopen0disc
Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.