moganai
/

MoganBERT-Embed

Sentence Similarity

sentence-transformers

feature-extraction

text-embeddings-inference

Model card Files Files and versions

aleynatasdemir commited on 4 days ago

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b52f322

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1 Parent(s): 24b8beb

Fix image extensions (png -> jpg)

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@@ -58,7 +58,7 @@ The released checkpoint is a weighted average of Phase 1 and two Phase 2 runs.
 Evaluated on MTEB(Turkish) — 26 tasks, fp16, cosine similarity, max 2,048 tokens.
-<img src="assets/mteb_en.png" alt="MTEB(Turkish)" width="850"/>
 Retrieval is the relative weak spot — for retrieval-first workloads see [MoganColBERT-TR](https://huggingface.co/moganai/MoganColBERT-TR). Full per-task numbers are in the [paper](https://huggingface.co/papers/2608.25768).
@@ -122,7 +122,7 @@ Yayınlanan checkpoint, Faz 1 ve iki Faz 2 koşusunun ağırlıklı ortalamasıd
 MTEB(Turkish) üzerinde ölçüldü — 26 görev, fp16, kosinüs benzerliği, azami 2.048 token.
-<img src="assets/mteb.png" alt="MTEB(Turkish)" width="850"/>
 Retrieval göreli zayıf noktadır — retrieval öncelikli işler için [MoganColBERT-TR](https://huggingface.co/moganai/MoganColBERT-TR) modeline bakın. Görev bazlı tüm sayılar [makalede](https://huggingface.co/papers/2608.25768).

 Evaluated on MTEB(Turkish) — 26 tasks, fp16, cosine similarity, max 2,048 tokens.
+<img src="assets/mteb_en.jpg" alt="MTEB(Turkish)" width="850"/>
 Retrieval is the relative weak spot — for retrieval-first workloads see [MoganColBERT-TR](https://huggingface.co/moganai/MoganColBERT-TR). Full per-task numbers are in the [paper](https://huggingface.co/papers/2608.25768).
 MTEB(Turkish) üzerinde ölçüldü — 26 görev, fp16, kosinüs benzerliği, azami 2.048 token.
+<img src="assets/mteb.jpg" alt="MTEB(Turkish)" width="850"/>
 Retrieval göreli zayıf noktadır — retrieval öncelikli işler için [MoganColBERT-TR](https://huggingface.co/moganai/MoganColBERT-TR) modeline bakın. Görev bazlı tüm sayılar [makalede](https://huggingface.co/papers/2608.25768).