community Reddit LocalLLaMA 2026-08-20T20:15 正文 thin 0 words

Fine-tuning Cactus Needle 2 can match DeepSeek v4 on the specific task

英文标题:Fine-tuning Cactus Needle 2 can match DeepSeek v4 on the specific task

Hey LocalLlama, Henry from Cactus here! When we trained Needle 2, I had a strict rule to not expose the model to any data sample that remotely felt like these benchmarks. It seemed over-the-top, but benchmarks are easy to overfit around, yet struggle in the wild, especially since we quantize t
打开原文相关 2 · 机会 0

中文

Hey LocalLlama, Henry from Cactus here! When we trained Needle 2, I had a strict rule to not expose the model to any data sample that remotely felt like these benchmarks. It seemed over-the-top, but benchmarks are easy to overfit around, yet struggle in the wild, especially since we quantize t

中文全文翻译正在补齐,可先查看下方英文原文。

English / 原文

Hey LocalLlama, Henry from Cactus here! When we trained Needle 2, I had a strict rule to not expose the model to any data sample that remotely felt like these benchmarks. It seemed over-the-top, but benchmarks are easy to overfit around, yet struggle in the wild, especially since we quantize t