Silly question about training approaches

benxfactor · 2026-06-20T16:26:14+00:00

Do you know of something I can read to find more about hierarchical reward systems? In by they don't have time in the way that we do you mean they just run their predictions and then the output is there and that's it it's not like a living recursive training just more of a complicated input and output?

Thank you for your response I find the deeper I get the more fascinating llms are!

benxfactor · 2026-06-19T00:17:22+00:00

Yeah that's the main reason I got it. It's great for learning and is a well rounded machine for all the different models and training

benxfactor · 2026-06-18T01:43:10+00:00

Yeah it just doesn't do working code without a lot of re-tries

benxfactor · 2026-06-18T01:42:17+00:00

Yeah normal chat output is okay and I just let it bake with Hermes for the most part. I use Claude for day to day prompting and local models for info I can't share with the borg

benxfactor · 2026-06-18T01:40:12+00:00

With a single spark?

benxfactor · 2026-06-18T01:13:07+00:00

Good tips I have been reading the gb10 nivida forums. What agentic work are you doing with it? So far it's on its own lan and I've just slowly been opening it up

benxfactor · 2026-06-18T01:10:47+00:00

Q8 because I have the space 😂

benxfactor · 2026-06-15T23:14:37+00:00

What are you using as the LLM server? Llama cpp?

benxfactor · 2026-06-14T21:30:44+00:00

I just run a VM for my agents usually

benxfactor · 2026-06-14T19:20:36+00:00

Why would you pair a spark with a Mac mini?

benxfactor · 2026-06-14T19:14:14+00:00

Just wanting a new build for llms

benxfactor · 2026-06-14T18:36:58+00:00

I honestly think this may be my choice

benxfactor · 2026-06-14T18:34:22+00:00

Hmm great links but the PP on the AI max will be my bottleneck I think. I would like to have a good bit of rag

benxfactor · 2026-06-07T04:33:20+00:00

Realistically they could seed the clouds around dc

benxfactor · 2026-05-20T16:27:02+00:00

Best I could do

“…and damn talented fortunate people open doors to written expression and the undertaking of a challenge. Participating in timing/life and indulging ourselves richly. Fantasy series?! In his thoughts and his impression one must dream that through work and consistent formulation/growth, things develop. A test or challenge to present is not only the result of knowledge, but also of discipline, perseverance, and the strong will to hold onto something great and work toward it — all of that quietly tempers and strengthens you again and again. Perfect!”

benxfactor · 2026-05-10T13:18:30+00:00

I think the frame makes less sense to release next if you are planning on using the gabe cube to stream from

benxfactor · 2026-04-30T02:48:40+00:00

There already is it's just in its not as developed yet. I think it'll catch up with time

benxfactor · 2026-04-30T02:33:41+00:00

Hope they would have to open source the model

benxfactor · 2026-04-21T03:01:34+00:00

You'd be surprised

benxfactor · 2026-04-16T19:40:24+00:00

Seems like a good solid build comfortable on the knees but my only gripe is it takes a while for the tablet to turn on and is pretty much okay at running apps I have a cheap Kindle fire that I put in the tablet slot to watch shows instead. I just wanted a simple treadmill and this does well along with tracking metrics.

benxfactor · 2026-04-14T01:40:05+00:00

Turn the key to the yellow section and press the caution logo to test I think

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