--- title: Hebrew Codenames Co-pilot emoji: ๐Ÿ•ต๏ธ colorFrom: indigo colorTo: purple sdk: docker app_port: 7860 pinned: false license: mit short_description: LLM-free Hebrew Codenames clue-giver (fastText) --- # ืงื•ืคื™ื™ืœื•ื˜ ยท ืฉื ืงื•ื“ โ€” Hebrew Codenames Co-pilot An **LLM-free** co-pilot for the Hebrew word game *Codenames* (ืฉื ืงื•ื“). It plays both seats โ€” gives the spymaster clues and ranks the guesser's picks โ€” using **fastText word vectors + geometry**, with no generative model in the loop. - **Engine:** static fastText (Hebrew, compressed ~20ร— loss-free) + DETECT-style tiered scoring + DictaBERT lemma legality. Fully offline, CPU-only, instant. - **Risk dial:** cautious / balanced / bold โ€” trades coverage against safety. - **Semantic map:** classical MDS projection showing the clue at the centroid of its targets. The clue-giving engine beat both EmbeddingGemma and Qwen3-Embedding in a head-to-head, and a 12B LLM, on this task. Built by [@shmulc](https://huggingface.co/shmulc).