Model reference · open weights

microbert-coptic-m

Available as managed deployment Embeddings lgessler · community Embeddings 1 variants 520 dl/mo

microbert-coptic-m is an open-weight embedding model from lgessler. 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 bylgessler
TypeEmbedding models
TaskEmbeddings
Parameters (lead)1M
Context512 tokens
Runs withtransformers
Released2022-12-23
Popularity520 downloads / month
LicenceUnknown

About

What microbert-coptic-m is

This is a MicroBERT model for Coptic.

  • Its suffix is -m, which means that it was pretrained using supervision from masked language modeling.
  • The unlabeled Coptic data was taken from version 4.2.0 of the Coptic SCRIPTORIUM corpus, totaling 970,642 tokens.
  • The UD treebank UD_Coptic_Scriptorium, v2.9, totaling 48,632 tokens, was used for labeled data.

Please see the repository and the paper for more details.

From the published model card. Full card on the HuggingFace links in the sidebar.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys microbert-coptic-m for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (microbert-coptic-m 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":"microbert-coptic-m","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.

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