What are the hardware requirements for Qwen3 Embedding 8B?

Qwen3 Embedding 8B requires approximately 15.1 GB of VRAM and supports a context window of 40K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen3 Embedding 8B and how large is it?

Qwen3 Embedding 8B is developed by Qwen, a model with 8b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Qwen3 Embedding 8B?

Qwen3 Embedding 8B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen3 Embedding 8B by Qwen — VRAM 15.1GB, 40K context

Name: Qwen3 Embedding 8B
Author: Qwen

Qwen3 Embedding 8B is an open-source language model by Qwen. Features: 8b LLM, VRAM: 15.1GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.34.

Arxiv:2506.05176 Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-8b-base Deploy:azure Endpoints compatible Feature-extraction Qwen3 Region:us Safetensors Sentence-similarity Sentence-transformers Sharded Tensorflow Text-embeddings-inference

Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen3-Embedding-8B

Qwen3 Embedding 8B Parameters and Internals

LLM Name	Qwen3 Embedding 8B
Repository 🤗	https://huggingface.co/Qwen/Qwen3-Embedding-8B
Base Model(s)	Qwen3 8B Base Qwen/Qwen3-8B-Base
Model Size	8b
Required VRAM	15.1 GB
Updated	2026-07-24
Maintainer	Qwen
Model Type	qwen3
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 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

Rank the Qwen3 Embedding 8B capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Qwen3 Embedding 8B

Best Alternatives	Context / RAM	Downloads	Likes
PaCoRe 8B	320K / 1.2 GB	54	48
RLVR 8B 0926	320K / 1.2 GB	63	8
...n3 8B 320K Context 10X Massive	320K / 16.4 GB	20	0
...r Of Horror Jan V1 256K Ctx 8B	256K / 16.1 GB	33	3
... BIG Jan Horror V1 256K Ctx 8B	256K / 16.1 GB	44	0
Qwen3 8B 256K Context 8X Grand	256K / 16.4 GB	95	0
...wen3 8B 192K Context 6X Larger	192K / 16.4 GB	55	0
DeepSeek R1 0528 Qwen3 8B	128K / 16.4 GB	1762293	1082
...Reason 8B Pretrain Competition	128K / 16.8 GB	244	0
Marco DeepResearch 8B	128K / 16.3 GB	520	27

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