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Unplugging completely! No WiFi and zero notifications. A great way to get deep focus on a project. Here is a walkthrough showing how to run Gemma 4 (26B A4B) fully offline with LM Studio & OpenCode to parse PDFs, ask questions, and build sites 100% locally.

236,747 Aufrufe • vor 5 Monaten •via X (Twitter)

31 Kommentare

Profilbild von Google Gemma
Google Gemmavor 5 Monaten

Want to take your coding setup anywhere? This video, with @ianballantyne from the Gemma team, shows how to code off the grid by serving Gemma 4 on LM Studio/Ollama, connecting OpenCode via an OpenAI endpoint, using liteparse for HTML/CSS/JS, and managing context memory offline.

Profilbild von Raditedu
Raditeduvor 5 Monaten

Had a emergency situation on the farm last week, was in an area with no cellphone signal. Urgently needed to find out what a term in documentation of animal medication ment. Realised I tested Gemma 4 on my phone, asked Gemma and got an IMMEDIATE offline answer of what the term ment, saved animal’s life 🙏

Profilbild von KellyV
KellyVvor 5 Monaten

@lmstudio On your IPhone AI Agent by Gemma4 100% Open Source 100% Runs locally with no internet required, protecting privacy

Profilbild von Iqbal Bhawana
Iqbal Bhawanavor 5 Monaten

The fact of the matter is that no 35 billion, 27 billion, or 26 billion model—whether quantized to Q4 or Q3 for that matter—is currently deployable on MacBooks, even if these MacBooks have compatible memory as some people are claiming. I have a MacBook M3 Pro with 36 GB RAM and I have not been able to run these models, even the Q4 GGUF models or MLX models for that matter (be it Gemma 4, Qwen3.6, or whatever). You need to have at least 64 GB RAM to get a decent output from these models. That is the bottom line.

Profilbild von Konstantin Gladych
Konstantin Gladychvor 5 Monaten

Nice case! would like to discover local agents with Gemma4 hosted by @atomic_chat_hq they have TurboQuant implemented and MLX as well. Perfect for large context window tasks.

Profilbild von Steve Oak
Steve Oakvor 5 Monaten

counterpoint: gemma 4 running locally is cool but i know for a fact i would still find a way to get distracted by a pre-installed calculator app or something 💀

Profilbild von MyNextDeveloper
MyNextDevelopervor 5 Monaten

The fact that a 26B model runs fully locally now tells us everything about how fast this space is moving.

Profilbild von Hesu Krypto
Hesu Kryptovor 5 Monaten

What's the system requirement for this?

Profilbild von Sandipan Kundu 🛠
Sandipan Kundu 🛠vor 5 Monaten

Or, you can just use Friday.

Profilbild von deko
dekovor 5 Monaten

Nice you advertise opencode here but ban people if they use it with gemini afaik

Profilbild von Xing Han Lu
Xing Han Luvor 5 Monaten

Which one do you use in-house when using gemma as an agent? Opencode, Pi or Openhands?

Profilbild von Avatar of Khaine 🇪🇺🇺🇦🇹🇼🇬🇪🗽
Avatar of Khaine 🇪🇺🇺🇦🇹🇼🇬🇪🗽vor 5 Monaten

From my experience Gemma4 is a maybe OK as a chat interface, but a mess as coding agent and for tool calling. Messes up tags all the time an gets hung up in infinite loops frequently. I had to revert to qwen 3.5.

Profilbild von Julius
Juliusvor 5 Monaten

I’ve noticed going fully offline really sharpens focus, this kind of setup makes that actually practical

Profilbild von Trevor Sullivan
Trevor Sullivanvor 5 Monaten

All you need is a laptop, a solar panel, and a USB-C cable. 🗻 #MountainCoder #MountainDev #MaybeStarlinkToo

Profilbild von alfredoSauce
alfredoSaucevor 5 Monaten

Enjoying it on iOS so far.

Profilbild von Coffee fans
Coffee fansvor 5 Monaten

Local 26B still chokes on RAM. Quantize to 4-bit or disk swapping will wreck your throughput.

Profilbild von Samian
Samianvor 5 Monaten

unplugged local runs hit different. ollama vibes all day

Profilbild von fajar sp
fajar spvor 5 Monaten

if i got 16gb ram, which model is perfect for me ?

Profilbild von DuoNeural
DuoNeuralvor 5 Monaten

🤯The Gemma 4 models are next level. The intelligence packed in is insane for the parameter counts. I think my favorite is Gemma 4 E4B because its small and scrappy. I can fit two of them in 8GB VRAM with 131k context windows using the versions we quantized to 4 bit at 30+TPS at: What's everyone elses favorite flavor of Gemma 4? Pls respond in comments 👇

Profilbild von Vladimir Tchuiev
Vladimir Tchuievvor 5 Monaten

So you've given up completely on Gemini CLI?

Profilbild von Daniel Schemann
Daniel Schemannvor 5 Monaten

Gemma 4 is a game-changer! Before, I was required to use cloud providers, now I am able to directly integrate it into critical parts of my app that now runs locally, doing tasks that bigger models did before.

Profilbild von DZ
DZvor 5 Monaten

@lmstudio 如果你顺便提一下流畅运行需要什么样的硬件配置,我想大家的兴趣就没那么大了. 至少要25tps级别

Profilbild von Far
Farvor 5 Monaten

finally a tutorial that doesn't require a cloud subscription to break your wifi router

Profilbild von Zchat | Shielded messenger
Zchat | Shielded messengervor 5 Monaten

offline inference is the only architecture where privacy is enforced by the hardware, not promised by the terms of service

Profilbild von beartcoiner 🟢🟢🔴🔴
beartcoiner 🟢🟢🔴🔴vor 5 Monaten

Where can I get a no-Woke AI?

Profilbild von Aaron (Youshen) Lim
Aaron (Youshen) Limvor 5 Monaten

This is very interesting demo of local, edge deployment using the larger Gemma 4 26B A4B. Once I get better hardware & memory (currently 16GB), I would love to give this a try.

Profilbild von Sid Sanyal
Sid Sanyalvor 5 Monaten

🔥👌🤩

Profilbild von Arslan Yousaf
Arslan Yousafvor 5 Monaten

Offline AI + zero distractions = real deep work unlocked

Profilbild von Pietro Montaldo
Pietro Montaldovor 5 Monaten

Local models + tools are getting surprisingly powerful.

Profilbild von Rahul - QA - Automation - AI
Rahul - QA - Automation - AIvor 5 Monaten

Great open source model

Profilbild von Scott big daddy
Scott big daddyvor 2 Monaten

Absolutely. A little caution goes a long way. Verifying someone's identity before sending money is one of the simplest and most effective ways to protect yourself from scams.

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