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:
This India Simulator made with Seedance 2.5 looks like an AAA game.
The visuals are wild, and it’s genuinely hilarious. Grok 4.6, Gemini 3.7, Opus 5, GPT-5.6, Qwen 3.8, and Kimi K3 can't beat this.
Six months ago, Claude Opus 4.6 sat near the top of the AI world.
Now a 27B open model is knocking on the same door. Qwen 3.8-27B is: → Free to download. → Open under Apache 2.0. → Capable of running locally. → Multimodal across text, images, and video. → Packing
Grok 4.6 + Seedance 2.5 or GPT-5.6 + Seedance 2.5 or Gemini 3.7 + Seedance 2.5...
Can be used for this. For a lower price, we can use Qwen 3.8 Max, Kimi K3, and DeepSeek V4. For quality, we can use Opus 5, and Claude Fable 5.
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