Samuel Minouri

🤖 AI Enthusiast | 🐍 Python Developer | 🤝 ML & Telegram Bot Creator | 🚀 Exploring the future of tech one line of code at a time.

[Deli Chen @victor207755822]

🧵 Deli AutoResearch SKILL is now officially open source! 🎉
https://t.co/V3lwwdyQm8

Alongside it, we’re dropping our 4th survey paper — this time on Self-play.
https://t.co/SEb2qoKCI6

Inspired by AlphaZero, we got a powerful insight: prior knowledge doesn’t always lift the ceiling.
Models can discover more globally optimal solutions just by playing against themselves.

The biggest change in this paper?
For the first time, the AutoResearch Agent autonomously planned GPU experiments — and submitted actual RL runs on the DeepSeek 285B model.

The entire RL pipeline — experiment design, code writing, running, debugging, and conclusion summarization — was 100% automated, with zero human intervention from me.
This was incredibly difficult, but an incredibly important step.
https://t.co/kuZZNux5RH

GRPO is the tool being called by the AutoResearch Agent here.
We see this as the beginning of our Continual Learning research journey. 🚀

As always, this is my personal research project, unaffiliated with any organization. All views are my own.

#AI #ReinforcementLearning #SelfPlay #OpenSource #AutoML #ContinualLearning #DeepSeek

[Samuel Minouri @SamuelMinouri]

@noahhhlzl interested.

[François Fleuret @francoisfleuret]

My deep learning course @unige_en is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in @PyTorch.

https://t.co/6OVyjPdwrC

And my "Little Book of Deep Learning" is available as a phone-formatted pdf (400k downloads!)

https://t.co/qXni5GZOMT

[Samuel Minouri @SamuelMinouri]

@joalavedra @openfort_hq Interested

[Samuel Minouri @SamuelMinouri]

@TheNickBigar Yeah

[Samuel Minouri @SamuelMinouri]

@thorat_vaibhavi interested.

[Samuel Minouri @SamuelMinouri]

@Divytms I can help

[Samuel Minouri @SamuelMinouri]

@stochasticdoggo @ValsAI interested.

[Samuel Minouri @SamuelMinouri]

@noahhhlzl Hey, I'm interested.

[Samuel Minouri @SamuelMinouri]

@GlobalEllah interested.

[Samuel Minouri @SamuelMinouri]

@famous_dyl sign me up

[Samuel Minouri @SamuelMinouri]

@GIGME01 Ty

[GIGME @GIGME01]

Earn $25 per Day by completing tasks🚨

You Just Connect Your X Account to the site and Post about the project at the end of the Day You get upto $25

Group has been created to onboard and Guide you through

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[Samuel Minouri @SamuelMinouri]

@GIGME01 Interested

[Samuel Minouri @SamuelMinouri]

@famous_dyl Interested

[Samuel Minouri @SamuelMinouri]

@JonoFereday your DM is closed.

[Samuel Minouri @SamuelMinouri]

@JunaidAckroyd I'm in

[Samuel Minouri @SamuelMinouri]

@famous_dyl I'm in

[Samuel Minouri @SamuelMinouri]

@famous_dyl I'm in.

[Samuel Minouri @SamuelMinouri]

@umeshku56176850 I'm in