Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Jev Japanese Benchmark and Speed Comparison
The author compared major publicly available Jev reproduction libraries, measuring Japanese benchmarks and speed for Jev, also using ModernBERT and ruri-v3. Results show Jev scored the highest, followed by semif's few-shot.
現在公開されている主要なJev再現ライブラリとJevの日本語ベンチマーク測定・速度比較を行ってみました。 他にもSB Intuitions様のModernBERTとcl-nagoya様のruri-v3も利用させていただきました🙇♂️ Jevがトップで、次いでsemifのフューショットが最もスコアの高い結果となりました。
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Training an MLP on Qwen 4B to Replicate Jev Behavior
The author shares an open-source project openjev that trains an MLP on qwen 4b to work like Jev, with a Hugging Face link. Link
Swapping an agent's tool-calling reasoning with Jev
The author shares replacing an agent's tool-calling reasoning with Jev, using Fable, Astra, and Opus; early results show drastic savings with very close results, with a demo video promised.
