u/sleepingsysadmin

Small models are easy to train deeply.

If you were making 4b model, you could deeply train it on cheap hardware.

the problem is that quality of training becomes less of a problem, and now what matters more is arch of the model.

So you'll really only get small models when archs changes.

The numbers in the booklet are estimates, the hills are also estimates. there's tons of places on the map where it's a 4% grade next to a sign that says 0.5%

In this case, s060 pulling out of the HB to farm, drop the LH jobs, waste of your time.

you're not making that in the wet for sure.

You might only be able to make the hill at 10km/h in the dry

You need to have the 060 at max temp, max pressure as well, which takes effort to manage. Not a begineer ask.

Episode 25 of my series, releasing December 16th. I left premature, my 060 only had like 10 bar and it came to a stop on the hill. Was less tonnage than that one above, but i didnt have full power from the 060 to make it.

the regionals are very sensitive for where you park.

my tip, the front of the dh4 typically lines up with the red sign.

Though id say, get passengers 2 and do the express and go city to city instead.

Just checked, gone in Canada as well. Intel b70 is way up in price.

Using mtp or dflash; the slightly larger models are just as fast.

Flash next is also slightly too big for the 128gb, you had to make some sort of concession the 192gb doesnt have to.

That extra space could alternatively be used to run video or audio gen.

Hermes was first to market, but not well marketed.

Openclaw was a trash, buggy, and unsafe project trying to clone Hermes but did the job so poorly.

But better yet, the founder of openclaw has such a fragile ego that he blocked and attacked the very influencers that were pushing his success. They then jumped ship to the significantly better product.

The desktop cpus have limited pci lanes. One of those cards will run at 4x and dramatically reduce potential speeds if you're loading up on both.

That 9070 will also hold back that 9700 from its potential.

What you could try is different balance. Try to load most of the model in the 9700 and as little as possible in the 9070. this will be cli switches that need to be tuned.

But ya short of new mobo and server chip. you're not running at full speed.

>Because how would I derailment like that happen?

HEY YOU CANT PARK THERE.

I know B100 plans to add cranes and such; but I don't think they plan to implement 'branches on the tracks' or busted rails from too much grinding... ill have to avoid the north if they do lol.

Use vllm. pick the right moe.

should be able to serve multiple users.

Well it's out. It's straight up better than 27b in every way.

What's shocking is that this is almost certainly sandbagged. Qwen4 is going to be insanely strong.

125b should always outpeform 27b. It was only better than qwen3.5 because of the release difference.

that's the point.

I had my $20/hr coop review it. they too didnt catch it.

So what's your point?

almalinux 10, rocm just works.

But it's still slower than vulkan by alot.

>I used a single 3090, with 150k context and fp8 kv cache.

Shouldve opened with this so nobody had to read the rest of your post.

Never fp8 kv cache.

27b is supposedly stronger than minimax m3. im shocked.

You're epic! Thanks.

From what ive seen, the higher quantized single dgx spark scores higher.

oh thanks! I will try for sure!

stable-diffusion.cpp could not be installed or started for MiniMax-H3.

Ya not quite working for me.

Wait, it supports H3, video gen across multiple gpus?

Comfy doesnt even do that?

Man you're epic. Installing now!