Mind blowing! Qwen 3.8 27B Q4 + Hermes +Turboquant on 1 AMD 7900 XTX 24gb built this solar system in 20 min from start to finish.
W/ 200k context! 1800 loc, 60 tests. Took 2-3 hours before on 2x 7900 XTX's w/o TQ. Now I get 2 agents instead of 1 running 200x faster! 🤯🤯🤯
Qwen 3.8 27B is actually crazy.
A new thing developed by LlamaFactory author Zheng Yaowei
A new thing developed by LlamaFactory author Zheng Yaowei: PenguinHarness, which uses Agent to create Agents, and the created Agents will evolve on their own, which is Harness for RSI., localized deployment. LlamaFactory reduced fine-tuning from "paper reproduction" to "filling in YAML", and PenguinHarness reduced the use of Agent from "handwriting arrangement" to "saying a sentence". Three highlights:
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