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Models / Qwen3-Embedding / Qwen3-Embedding 8B
Embeddings (features) · served with Text Embeddings Inference · ↓ 2M downloads a month · View on Hugging Face
The same model packaged differently: a quantized version needs less GPU memory and runs on a cheaper machine.
| Version | Runtime | Weights | GPU memory | Cheapest machine now |
|---|---|---|---|---|
| OriginalQwen/Qwen3-Embedding-8B | Text Embeddings Inference | 15 GB | 21.2 GB | $0.24/h RTX 3090 |
| NVFP4 (alexliap)alexliap/Qwen3-Embedding-8B-NVFP4 | Text Embeddings Inference | 5.2 GB | 8.2 GB | $0.09/h RTX 3060 |
| FP8 DYNAMIC (alexliap)alexliap/Qwen3-Embedding-8B-FP8-DYNAMIC | Text Embeddings Inference | 8.2 GB | 12.1 GB | $0.14/h RTX A4000 |
| Octen Embedding 8B INT8 (Octen)Octen/Octen-Embedding-8B-INT8 | Text Embeddings Inference | 8.2 GB | 12.2 GB | $0.14/h RTX A4000 |
Deploying embedding and reranking models (Text Embeddings Inference) is coming soon.
Prices are per hour for the whole machine and its disk, right now. Speed is Vast's DLPerf score of the machine, relative to the cheapest. Best value: the most speed per dollar. Only machines with a Vast reliability above 95% that download at 400 Mbit/s or more are offered: the machine fetches the model itself.