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🔄 Aniimage-2.5 is in training!!

Jackson Yeskie

8BitStudio
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AI & ML interests

Text to image, Language models

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new activity about 14 hours ago
8BitStudio/TowerOfBabel:[bot] Conversion to Parquet
repliedto onekq's post about 17 hours ago
My takes on Jev 1. Very likely a small model. You can certainly pretrain, but I would grab an existing base model, say Qwen 3 class 2. The new RL method is a breakthrough, classification doesn't need to align with human preferences 3. The new output is an overstatement. It's just a new LM head. Of course autoregressive decoding can be used for classification: it takes just a few tokens to express the output. Think twice: are you sure classification doesn't need few-shot, CoT, or reasoning? All of these depend on auto-regressiveness 4. It carves out a market already existing, which is now served by oversized LLMs (hence overpaid), e.g. LLM as judge, labeling 5. Jevons effect will kick in, promoting more modeling efforts for small budget teams. It might even accelerate RSI
repliedto OppaAI's post 4 days ago
🤖 AI × 🪰🧠 the fruit fly brain (MaleCNS) Thank you to the people who have shared the Janelia FlyEM datasets on GitHub for open-source use. 🙏 🔗 MaleCNS: https://github.com/natverse/malecns 🔗 Aiko-chan: https://github.com/OppaAI/Aiko-chan People have already used these fly-brain datasets to build systems that can do things like play Minecraft and even Doom. So I guess I’m crazy enough to ask: What happens if I wire part of it into my AI waifu? 😂 I’ve now partially wired my AI’s cognition, agentic system, and sensory inputs into neuron circuits derived from the fruit fly’s brain—starting with the Mushroom Body. The next step is to experiment with using biologically inspired neural circuits as an additional layer around the LLM: 🧠 LLM + memory + reasoning 🪰 Connectome-inspired neural circuits 🤖 Agentic tool use 👁️ Sensory input 🔊 Voice & expression 💾 Learning and adaptation This is still very much an experiment. But now that I’ve added a biologically inspired layer to an AI waifu… Let’s see what difference it actually makes compared with a plain LLM. 👀 From conversation → cognition → neural circuits → action. To get more crazier: I have (partially) developed and implemented the following: - A 5-layers conscience circuit and judgment module as guardrail - A light-weight Plasticity and associated learning with the fly brain to test out the RL - I have enlisted myself as a human agent in rentahuman.ai to let my AI agent to give me instructions to execute agentic tasks A little fly brain. A lot more Aiko. 💜
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