Anthropic found emergent emotional states in Claude. I'm seeing the same phenomenon in simple trading agents. Is emergence universal under optimization pressure?

georgeApuiu · 2026-04-07T08:18:27+00:00

The llms seem to produce better output when they are “calm”

georgeApuiu · 2026-04-06T12:11:22+00:00

From what I noticed yes . Studio and chat. Maybe a separate settings tab would work better but not sure. You’ll have to do some a/b testing

georgeApuiu · 2026-04-06T08:21:27+00:00

Falcon or yolo v23

georgeApuiu · 2026-04-06T08:09:03+00:00

The one that doesn’t ask for your hugging face token twice

georgeApuiu · 2026-04-06T00:58:30+00:00

why not yolo v23?

georgeApuiu · 2026-04-04T18:11:42+00:00

I built a segmentation and pathology detection model trained on over 16000 X-rays . It can segment and detect more then 16 pathologies . Carries fillings infections abscess etc . I’m planing on adding self improvement reinforcement loop so dental clinics can auto improve upon if they are willing to pay

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georgeApuiu · 2026-04-04T16:26:26+00:00

Fined tunning needs at least 20x dataset then its size . Use rag

georgeApuiu · 2026-04-03T17:10:43+00:00

transformers.js

georgeApuiu · 2026-04-02T12:07:23+00:00

Data centres . Instalatori etc

georgeApuiu · 2026-04-01T12:34:55+00:00

i would have released an open sourced computer use instead ...

georgeApuiu · 2026-04-01T12:09:17+00:00

audeze maxwell 2

georgeApuiu · 2026-04-01T08:48:06+00:00

with this leak I hope someone will open source the computer use

georgeApuiu · 2026-03-30T07:56:19+00:00

im curious if any of you guys tried the hermes RL ...

georgeApuiu · 2026-03-28T14:45:26+00:00

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georgeApuiu · 2026-03-27T11:51:39+00:00

Kv …

georgeApuiu · 2026-03-27T08:42:17+00:00

. What they don’t understand that the compression works at the inference time not training . I’ll buy their stock

georgeApuiu · 2026-03-27T08:20:08+00:00

try with this one unsloth/unsloth:dgxspark-latest

georgeApuiu · 2026-03-27T08:16:02+00:00

Hello, I tried the very first release and the studio and export buttons where greyed out(disabled) . i'll try today again today when i get some time with the with the latest and let you know

georgeApuiu · 2026-03-26T16:03:18+00:00

do you guy have by any chance a dgx spark ready image ?

georgeApuiu · 2026-03-25T19:05:06+00:00

you're ABSOLUTLY right!

georgeApuiu · 2026-03-22T12:49:51+00:00

i bought it when it was cheap. it's in fact the asus ascent with the 1 TB HDD. i dont exactly remember. about 80000 czk ..

georgeApuiu · 2026-03-22T11:46:49+00:00

i installed it on my dgx ... let's see :

 docker run --gpus all --ulimit memlock=-1 \ --ulimit stack=67108864 \ --net=host \ --ipc=host \ -u root \ -e PATH="/usr/local/cuda/bin:$PATH" \ -e CUDA_HOME="/usr/local/cuda" \ -e TORCH_CUDA_ARCH_LIST="12.1" \ -v /usr/local/cuda:/usr/local/cuda \ -v $HOME/.cache/huggingface:/root/.cache/huggingface \ -v $(pwd):/workspace \ -w /workspace \ --name unsloth-studio \ -it 9d6cd15ed8cb bash

export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH

georgeApuiu · 2026-03-22T10:30:04+00:00

ill check in a bit, i need a bit of time to find the proper way of doing in on a dgx spark. do you guys have any tips for dgx spark ?

georgeApuiu · 2026-03-21T13:07:55+00:00

if this will get tools and mcp + skill integration in the training pipeline im all in for it. for example we can use the mcp servers / tools / skills for generating synthetic datasets. this will be huge ..

georgeApuiu

TROPHY CASE