Harry

machine learning engineer @ambosstech
RL on Graphs
Local LLMs

[Harry @rookiengineer_]

Underrated bandit design choice: disjoint models over a small discrete grid beats one shared model over a continuous action. The thing that actually has to accumulate is effective observations per direction of the context space

[Harry @rookiengineer_]

@n0w00j better music day 2 i reckon but top 3 sets for me were nia archives, odd mob and buntz

[Harry @rookiengineer_]

@sudoingX 152gb

[Harry @rookiengineer_]

iykyk

[Harry @rookiengineer_]

DJI mic mini + iKKEGOL + Speech Note on a 3090 is clean

[Harry @rookiengineer_]

One more time, we're gonna celebrate, oh yeah, alright, don't stop the dancing. One more time, we're gonna celebrate, oh yeah, don't stop the dancing, one more time. Mmm, you know I'm just feeling, the celebration tonight. Celebrate. Don't wait. Don't wait. Don't wait too late

[Harry @rookiengineer_]

Just fired up Qwen3.6-27B Q6. I was running 3.6 35B-A3B Q8 before this.

35B-A3B Q8: 57.21 tok/s
27B Q6 dense: 11.08 tok/s

On a strix halo machine. Probably the MoE is better for me given the performance difference, will try a lower quantization

[Sudo su @sudoingX]

the gap is closing a year ago local models were trash
now they're 80-95% there for most tasks. keep stacking those gpus one day you won't need claude or chatgpt at all

[Harry @rookiengineer_]

hermes running qwen3.5 122B locally on strix halo

[Doc @docXBT]

how to say "thank you" in spanish

[AMBOSS ⚡ @ambosstech]

ANNOUNCING RailsX:
The most powerful tool for financial access, advancing Bitcoin's core principles of sovereignty and decentralization.

RailsX empowers peer-to-peer (P2P) trading with Lightning, enabling KYC-free, trading P2P in self-custody. Lightning is a now a DEX.

⚡️🧵

[Harry @rookiengineer_]

AI x Lightning

[AMBOSS ⚡ @ambosstech]

Scaling Bitcoin payments with AI?
Meet MPFlow — an AI agent that uses deep graph reinforcement learning to optimize liquidity placement on the Lightning Network.

It learns how to move capital across Bitcoin's fastest layer.

Here's how it works 🧵👇
#LightningNetwork #Bitcoin

[AMBOSS ⚡ @ambosstech]

Are you ready to make your sats work for you?

Big news alert!

Don't miss Jesse's lightning talk at @TheBitcoinConf:

⚡ Topic: Harnessing Bitcoin Yield with Lightning
🗓 May 29 | 1:50–2pm PDT
📍 Open Source Stage

[vittorio @IterIntellectus]

literally me and my gf

[AMBOSS ⚡ @ambosstech]

ANNOUNCING: Magma AI, the first machine learning-powered channel recommender on the #LightningNetwork. It’s designed to help node operators pick the best channels, turning guesswork into intelligent guidance.

[AMBOSS ⚡ @ambosstech]

1/ ⚡️ The Lightning Network is key to Bitcoin’s scalability, but traditional metrics like capacity & node count only scratch the surface. There’s a better way to measure network health: Max Flow.

[Harry @rookiengineer_]

@notEgoyard @PokeCallsCrypto larp

[AMBOSS ⚡ @ambosstech]

Stay tuned for an even more important metric for the Lightning Network.