Model reference · open weights
GATE-AraBert is an open-weight embedding model from Omartificial-Intelligence-Space. 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 | Omartificial-Intelligence-Space |
|---|---|
| Type | Embedding models |
| Task | Embeddings |
| Parameters (lead) | 135M |
| Context | 512 tokens |
| Runs with | sentence-transformers |
| Based on | Omartificial-Intelligence-Space/Arabic-Triplet-Matryoshka-V2 |
| Released | 2024-08-03 |
| Popularity | 8k downloads / month |
| Licence | Open weights |
Benchmarks
As published on the model card — the maker's own numbers, not measured by AxForge.
| Task | Dataset | Metric | Score |
|---|---|---|---|
| STS | MTEB STS17 (ar-ar) | cosine_pearson | 82.066 |
| STS | MTEB STS17 (ar-ar) | cosine_spearman | 82.781 |
| STS | MTEB STS17 (ar-ar) | euclidean_pearson | 79.240 |
| STS | MTEB STS17 (ar-ar) | euclidean_spearman | 81.529 |
| STS | MTEB STS17 (ar-ar) | main_score | 82.781 |
| STS | MTEB STS17 (ar-ar) | manhattan_pearson | 78.954 |
| STS | MTEB STS17 (ar-ar) | manhattan_spearman | 81.151 |
| STS | MTEB STS22.v2 (ar) | cosine_pearson | 54.913 |
| STS | MTEB STS22.v2 (ar) | cosine_spearman | 63.098 |
| STS | MTEB STS22.v2 (ar) | euclidean_pearson | 57.927 |
| STS | MTEB STS22.v2 (ar) | euclidean_spearman | 62.760 |
| STS | MTEB STS22.v2 (ar) | main_score | 63.098 |
| STS | MTEB STS22.v2 (ar) | manhattan_pearson | 58.074 |
| STS | MTEB STS22.v2 (ar) | manhattan_spearman | 62.942 |
| STS | MTEB STS22 (ar) | cosine_pearson | 51.725 |
| STS | MTEB STS22 (ar) | cosine_spearman | 59.751 |
| STS | MTEB STS22 (ar) | euclidean_pearson | 53.895 |
| STS | MTEB STS22 (ar) | euclidean_spearman | 59.443 |
| STS | MTEB STS22 (ar) | main_score | 59.751 |
| STS | MTEB STS22 (ar) | manhattan_pearson | 54.077 |
| STS | MTEB STS22 (ar) | manhattan_spearman | 59.610 |
Using it via the API
Once AxForge deploys gate-arabert for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (gate-arabert 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":"gate-arabert","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.