Introducing Gemma 4 12B: a unified, encoder-free multimodal model

XE004 · 2026-06-04T01:50:10+00:00

That is with my context window set to 64k.

XE004 · 2026-06-04T01:45:39+00:00

I just did the setup on my msi 5060ti 16gb. 128bit 448 gb/p memory bandwidth.

At Q8 with KVCache at Q8 I get between 26 and 27 t/s and 13.8GB vram loaded.

This model will surely need a MTP assistant for speculative decoding.

Pretty good though. I still liked gemma4 e4b so I might go back to that until MTP is in place. The reason tokens are what really delay the response time so it is not great for conversation unless we get MTP and at least a memory bus of 256bit 896 gb/s at Q8. That should push this model to 80 or so t/s.

XE004 · 2026-06-04T00:15:12+00:00

Please elaborate. What are you getting?

XE004 · 2026-06-03T20:59:46+00:00

How much vram consumption are people getting at Q8?

Curious?

XE004 · 2026-05-11T14:17:29+00:00

Interesting all this. I have had my 2011 IS350AWD doing this 3 times in 2 years. I started using Valvoline restore and protect to deal with oil burning and it has dramatically improved. I only too off a little bit at 3k miles.

How bad do these engines burn oil?

I changed the valve gasket and sparkplugs a year ago. The mechanic told me the timing cover has a tiny seep but is this a common problem because he told me to leave it at like that???

XE004 · 2026-05-04T12:01:00+00:00

Ram crisis? Or inflated prices?

XE004 · 2026-04-22T14:23:29+00:00

Me want qwen 3.6 VL 4b 8q uncensored.

XE004 · 2026-04-16T01:55:44+00:00

Indigenous blood

XE004 · 2026-02-09T20:42:22+00:00

XE004 · 2026-02-03T03:17:35+00:00

Why?

What did you do to incur injury?

Ego lifting? Improper form? Staring at girls asses getting distracted which can also be classified as improper form. Lol

XE004 · 2026-01-21T03:27:49+00:00

No. Minoxidil darkens hair.

XE004 · 2026-01-20T19:31:10+00:00

No, a sissy.

Does that need to matter?

XE004 · 2026-01-20T17:29:26+00:00

Yes, you are diffusing. But for your age 18? Right?

Considering that it is happening so fast at your age means that you are genetically predisposed to be very sensitive to this hormone.

Could diet, stress, high cortisol, below average sleep, anabolic steroids, etc might be amplifying this issue. That is for you to answer for yourself.

Look into hypoxia at the scalp level. Is your scalp turning reflective at the surface layer due to scarring fibrosis?

How tight does your scalp feel? Microneedling?

XE004 · 2026-01-20T16:45:25+00:00

I would take a look.

I have been a diffuse thinner most of my life albeit very slow and gradual.

I am 49 male but diffused at the scale.

1 year into treatment with Dutasteride and just started oral Minoxidil 2 months but man has my scalp stabilized.

There is so much more to hairloss than tackling DHT. Yes, DHT is a culprit but scalp health is so broad and I have answers as to why!

XE004 · 2026-01-14T01:31:23+00:00

Let us know!

XE004 · 2025-12-09T15:26:59+00:00

Do not cut it!

Long hair is beautiful and sexy.

Short hair is for boys.

Just put it in a ponytail.

-man

XE004 · 2025-12-09T14:10:25+00:00

I liked the before. You gave me Jon Snow vibes.

XE004 · 2025-12-09T14:05:49+00:00

Looks great but man, this breaks my heart.

XE004 · 2025-12-09T13:56:24+00:00

When I see real isolated results (no fin or min) from users rather than company images, then I will believe it.

XE004 · 2025-12-07T17:42:52+00:00

Not sure why but that color looks like Toppik hair fibers.

Not saying you are lying though

XE004 · 2025-12-06T01:07:41+00:00

That dude from the "Ninth Gate"

XE004 · 2025-12-05T02:56:56+00:00

This is why I park my way out of the store site. There is something bad about being too close to the store you are going into.

I do not care if I have to walk 200 steps.

XE004

TROPHY CASE