nomic-embed-text-v1.5-GGUF
Embedding text with nomic-embed-text requires task instruction prefixes at the beginning of each string.
Params
140 M
Context
2,048
Downloads 30d
538 K
Likes
139
Download history
daily snapshots · 10 days538 K375 K
Oct 15Oct 18Oct 21Oct 24
Can you run it?
Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.
| File | Quant | Size | Est. VRAM | Verdict on RTX 4090 · 24 GB |
|---|---|---|---|---|
| nomic-embed-text-v1.5.Q2_K.gguf | Q2_K | 0.0 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q3_K_L.gguf | Q3_K_L | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q3_K_M.gguf | Q3_K_M | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q3_K_S.gguf | Q3_K_S | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q4_0.gguf | Q4_0 | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q4_K_M.gguf | Q4_K_M | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q4_K_S.gguf | Q4_K_S | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
| nomic-embed-text-v1.5.Q5_0.gguf | Q5_0 | 0.1 GB | 0.6 GB | ✅ Runs comfortably |
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.
Specifications
- Parameters
- 140 M
- Context length
- 2,048
- Licence
- apache-2.0
- First seen on the Hub
- 2024-02-14
- Base model
- nomic-embed-text-v1.5
- Training datasets
- undisclosed
- Added to our catalog
- 2026-10-15
Family
Base model and the most-downloaded derivatives in the catalog.
Compare with any sentence-similarity model