nomicai-modernbert-embed-base-4bit
mlx-community/nomicai-modernbert-embed-base-4bit
Sentence similarity · sentence-transformers
4-bit Open on Hugging Face
Parameters
149M
Weights (est.)
≈ 84 MB
Mac memory (est.)
8 GB+
Size is estimated from the parameter count and quantisation. Memory allows a fifth extra for context plus 2 GB for the system; long contexts need more.
Details
- Base model
- answerdotai/ModernBERT-base (finetune)
- Vendor
- answerdotai
- Task
- Sentence similarity
- Quantisation
- 4-bit
- Licence
- apache-2.0
- Downloads
- 305 in the last 30 days · 13K all time · 0 likes
- Published
- 2025-04-02 · updated 2025-04-02 (1y ago)
- Languages
- en
- Tags
- sentence-transformers, modernbert, feature-extraction, mteb, transformers.js, model-index, text-embeddings-inference
Other MLX builds of answerdotai/ModernBERT-base
| Build | Quantisation | Weights | Mac memory | Downloads |
|---|---|---|---|---|
| nomicai-modernbert-embed-base-4bit (this one) | 4-bit | ≈ 84 MB | 8 GB+ | 305 |
| tasksource-ModernBERT-base-embed-4bit | 4-bit | ≈ 84 MB | 8 GB+ | 53 |
| nomicai-modernbert-embed-base-6bit | 6-bit | ≈ 121 MB | 8 GB+ | 176 |
| tasksource-ModernBERT-base-embed-6bit | 6-bit | ≈ 121 MB | 8 GB+ | 45 |
| nomicai-modernbert-embed-base-8bit | 8-bit | ≈ 158 MB | 8 GB+ | 234 |
| tasksource-ModernBERT-base-embed-8bit | 8-bit | ≈ 158 MB | 8 GB+ | 41 |
| nomicai-modernbert-embed-base-bf16 | bf16 | ≈ 298 MB | 8 GB+ | 1.7K |
| tasksource-ModernBERT-base-embed-bf16 | bf16 | ≈ 298 MB | 8 GB+ | 49 |