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| Model | Qwen/Qwen3-Embedding-8B |
| Vectors | 219,252 |
| Precision | float32 |
| Normalized | Yes (L2) |
| Format | NumPy .npy |
| Size | ~3.6 GB |
embeddings.npy — shape (219252, D), one row per textembeddings_meta.json — metadata (count + model name)1import numpy as np
2
3embeddings = np.load("embeddings.npy")
4print(embeddings.shape) # (219252, ...)Qwen/Qwen3-Embedding-8B in bfloat16, batch size 16, with L2 normalization, then stored as float32.