u/compulsiontorepeat

bin auch defnitiv bei der Hario Switch als empfehlung, noch weniger gefummel als mit Aeropress. einzig wenn super einfache Reinigung dann V60 Filter und ab in die Spühlmaschine damit

2x used 7900 xt is 40 GB VRAM for 1100

nehme noch ne packung Dantes Inferno dazu und schau welcher dir besser schmeckt

Nah, he made the wrong decision waiting that long for the shave.

DOOM: The Dark Ages -67% ~26Euro

Qwen 3.5 /3.6 und Gemma 4

Croque

laughs in Ackerschachtelhalm

Chlor niemals zusammen mit anderen Reinigungsmittel verwenden

whether the raw material comes from Whisper/Parakeet transcripts, speech notes, or written notes. The first goal is always to get a usable raw input text.

My pipeline:

Input raw text

-> p01: structured initial JSON draft

-> p02: add interventions

-> p03: add outcomes/results

-> p04: optional linguistic/structural normalization (currently disabled since Gemma does the job in p06)

-> p05: condense/shorten

-> p06: German language polishing

-> p07: export as final files

p02 and p03 do not just freely generate text. They have clear instructions for how the content should be generated.

p02 adds the interventions based on raw intervention anchors and the session content. The prompt defines exactly what should count as an intervention, how it should be phrased, and where it should be inserted.

p03 adds the outcomes/results based on the session content and the previously added interventions. The prompt defines what should count as a result, how explicit or cautious the wording should be, and how the results should relate to the interventions and topics.

JSON structure: The JSON structure is derived from the desired final structure.

Models:

p01-p05: Qwen 3.6 27B Q6

p06: Gemma 4 31B Q6

KV cache: Q8

Qwen handles the JSON structure better and also understands the text more deeply, is also faster. Gemma writes more beautifully.

Generic example:

p05 QWEN "Patient thematisiert belastenden Rentenbescheid mit Verlängerungsunsicherheit."

p06 Gemma "Der Patient thematisiert den belastenden Rentenbescheid sowie die Unsicherheit hinsichtlich einer Verlängerung."

"Second problem I am experiencing that both models sometimes cannot distinguish what is important and what is not important, cloud models handle this way better... "

For that, you need a clean pipeline with clean prompts that are basically a mini-RAG inside the prompt. The prompts should describe in detail what each part should look like.

"Gemma is very slow and is just barely fitting my vram"

Then you need more VRAM, simple as that ^^

24 GB is the minimum, but 32+ GB is better. I use 24 GB + 12 GB cards.

In my experience, the specialized German models are all worse than Gemma 4 31B.

Loved Jones in the fast lane

Feineres Sieb kaufen

3090 for compatablility, 7900xtx for price, both got good bandwith

I'm running NITRO+ RX 7900 XTX in ubuntu with ROCm with no problems (monster card for that price). got mine as warehousedeal, looked more or less new guess it was returned cause of coil whining, 750 euro

using ollama via api and Open WebUI. main model QWEN32B in Q4/Q5

The Godfather

Waxworks

Fax kannst du gegen Endgeld sicherlich in deiner DHL Filiale nutzen 😉

Scruffy Scruffington

Grape and gold

Ich habe einen Dyson zu Hause und einen Samsung im Büro. Bevorzuge den Samsung vom Komfort und Wechsel Akkus, wenn man also mal ein wenig mehr saugen muss und der Akku leer ist einfach tauschen dann spart man sich auch das Problem den Akku andauernd am Strom zu haben, um nicht in das Problem rein zu rennen mit einem halbvollen Akku die Wohnung nicht mehr richtig sauber zu kriegen.

You can already see the negative correlation; essentially, it's the same trade, meaning you're exposed to double the risk.

get an item transfer service at jsp

Netcup.de pretty good prices

50 % on the next tree

Maler

https://preview.redd.it/ag1pzlqjx53f1.png?width=1937&format=png&auto=webp&s=3ba0f73b5882abdac3664da9911a67d6a42e17d0

das waren die Kosten für einen Container bei uns (mit container bringen und abholen, gemischter Bauschutt.