Bespoke Nimble：开放数据 + 开放配方 + 开放权重的 Open Jev。
This is a dev post classified by Jev as Open source & devtools business (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
🔥牛逼！Jev开源版来了，而且不是套壳！ Bespoke Nimble：开放数据 + 开放配方 + 开放权重的 Open Jev。 要点如下： 🔹对比式数据策展：只改一个关键事实生成负样本，逼模型学会判别，校准是隐式的 🔹全合成数据，覆盖 10 个品类，训练/评测已拆开 🔹Qwen3.5-9B LoRA，不蒸馏 Jev，Jev 只用来打分 🔹还没上 RL 🔹并行约束解码，不生成长文，直接读候选 token 概率 🔹自建评测：Qwen 66% → Nimble 90%，Jev 93% 🔹H100 约 100ms，MacBook 也能本地跑 代码：https://github.com/bespokelabsai/nimble 模型：https://huggingface.co/bespokelabs/Bespoke-Nimble-9B 注意：没有统一基准，出了这 10 个域可能掉点。但方向很清楚，System One 决策模型，开源这条路能走通。 #Jev #OpenJev #Nimble #SystemOne #开源AI #Qwen
Posted by SuSu_酥酥👅 (15.6k followers) 1 days ago · 211 likes · 71k views · view the original post on X. Kept by the Dev Radar as Open source & devtools business. Tools mentioned: nimble, bespoke-nimble-9b.
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