Model2Vec
Safetensors
sentence-transformers
English
embeddings
static-embeddings
tokenlearn
compact
tiny
micro
Eval Results (legacy)
8-bit precision
Instructions to use blobbybob/potion-mxbai-micro with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Model2Vec
How to use blobbybob/potion-mxbai-micro with Model2Vec:
from model2vec import StaticModel model = StaticModel.from_pretrained("blobbybob/potion-mxbai-micro") - sentence-transformers
How to use blobbybob/potion-mxbai-micro with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("blobbybob/potion-mxbai-micro") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -106,7 +106,7 @@ embeddings = model.encode(["Hello world", "Static embeddings are fast"])
|
|
| 106 |
| Model | Avg | Size | Best for |
|
| 107 |
|-------|-----|------|----------|
|
| 108 |
| [potion-mxbai-2m-512d](https://huggingface.co/blobbybob/potion-mxbai-2m-512d) | 72.13 | ~125MB | Maximum quality |
|
| 109 |
-
| [potion-mxbai-256d-v2](https://huggingface.co/blobbybob/potion-mxbai-256d-v2) |
|
| 110 |
| [potion-mxbai-128d-v2](https://huggingface.co/blobbybob/potion-mxbai-128d-v2) | 69.83 | 3.9MB | Compact deployments |
|
| 111 |
| **potion-mxbai-micro** | **68.91** | **0.7MB** | Ultra-tiny / embedded |
|
| 112 |
|
|
|
|
| 106 |
| Model | Avg | Size | Best for |
|
| 107 |
|-------|-----|------|----------|
|
| 108 |
| [potion-mxbai-2m-512d](https://huggingface.co/blobbybob/potion-mxbai-2m-512d) | 72.13 | ~125MB | Maximum quality |
|
| 109 |
+
| [potion-mxbai-256d-v2](https://huggingface.co/blobbybob/potion-mxbai-256d-v2) | 71.45 | 7.5MB | Best quality/size balance |
|
| 110 |
| [potion-mxbai-128d-v2](https://huggingface.co/blobbybob/potion-mxbai-128d-v2) | 69.83 | 3.9MB | Compact deployments |
|
| 111 |
| **potion-mxbai-micro** | **68.91** | **0.7MB** | Ultra-tiny / embedded |
|
| 112 |
|