Model reference · open weights
mMiniLM-L6-H384 is an open-weight embedding model from hotchpotch. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | hotchpotch |
|---|---|
| Type | Embedding models |
| Task | Embeddings |
| Parameters (lead) | 107M |
| Context | 514 tokens |
| Runs with | transformers |
| Released | 2024-03-04 |
| Popularity | 3k downloads / month |
| Licence | Open weights |
About
This model is a re-upload of Microsoft's Multilingual MiniLM v2 to HuggingFace under the MIT License, made more accessible for use through the HuggingFace transformers library.
The original pre-trained model is provided at the following URL:
The license for this model is based on the original license (found in the LICENSE file in the project's root directory), which is the MIT License.
All credits for this model go to the authors of Multilingual MiniLM v2 and the associated researchers and organizations. When using this model, please be sure to attribute the original authors.
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys mminilm-l6-h384 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (mminilm-l6-h384 below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/embeddings \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"mminilm-l6-h384","input":"text to embed"}'
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.