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vllm translategemma 12B it
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by Google
OPEN WEIGHTSLOCALSMALLUS-MADEAPICLOSED
RANKED #225 OF 232 ASSISTANTS · OVERALL #342 OF 6,566 · VIBE SCORE 5.0 · 36 VOICES
Google's Gemma 4 12B Instruct is an open-weight multimodal model for text, image, audio, and video understanding, with tool calling and structured output support.
HAPPY-
0 mentions
SAD10.0
1 mentions
VIBE TRAJECTORY
26 weeks · 43 voices
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
HOW TO USE IT
Open weights. You can use a hosted service, or download it and run it yourself, free.
RUN IT ON YOUR OWN MACHINE
Open weights: download vllm translategemma 12B it once and it's yours. No subscription, no rate limits, works offline.
12B parameters, a Q4 file is about 7.5 GB to 8 GB
- BARE MINIMUM
NVIDIA GeForce RTX 3060 12GB
12 GB VRAM
~$280 NEWQ4_K_M quantization with 2k context
- SWEET SPOT
NVIDIA GeForce RTX 4070 Ti Super 16GB
16 GB VRAM
~$780 NEWQ8_0 or FP8 quantization with full context
- FULL POWER
NVIDIA GeForce RTX 4090 24GB
24 GB VRAM
~$1750 NEWFull precision BF16 or unquantized vLLM batching
LEARN HOW TO SET IT UP
WILL MY BOX RUN VLLM TRANSLATEGEMMA 12B IT?
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
WHAT CAN YOU ACTUALLY DO WITH IT?
Everyday jobs on each of those rigs: how long vllm translategemma 12B it takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMNVIDIA GeForce RTX 3060 12GB | SWEET SPOTNVIDIA GeForce RTX 4070 Ti Super 16GB | FULL POWERNVIDIA GeForce RTX 4090 24GB |
|---|---|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~14 S | ~8 S | ~5 S |
| Summarize a documenta long report boiled down to the points that matter | ~43 S★★★★★ | ~23 S★★★★★ | ~14 S★★★★★ |
| Build a websitea small landing page, markup and styles together | ~3.8 MIN★★★★★ | ~2.1 MIN★★★★★ | ~73 S★★★★★ |
| Build a backendan API with routes, storage and tests | ~12 MIN★★★★★ | ~6.4 MIN★★★★★ | ~3.8 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~7.1 MIN★★★★★ | ~3.8 MIN★★★★★ | ~2.3 MIN★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
WHAT THE INTERNET SAYS
People are mostly frustrated with vllm translategemma 12B it right now.
33 POSTS · 3 COMMENTS · GITHUB · REDDIT
PEOPLE LOVE
- No fan mail yet. The crowd is still warming up.
PEOPLE COMPLAIN ABOUT
- Refuses or lectures more than people like (5 mentions)
TOPIC BY TOPIC
- Saying no too muchA SORE SPOT
0 thumbs up · 5 thumbs down
LOOKING FOR AN ALTERNATIVE?
Other models the crowd has fully reviewed, starting with text models like this one.
GLM 5.3
DeepSeek V4 Flash> SOURCES (12)
- REDDIT · 2026-07-15 · 1821 UPVOTESThe best model is the one you can actually run
The best model is the one you can actually run
- REDDIT · 2026-07-08 · 132 UPVOTESDistilled DeepSeek into Gemma 4 26B-A4B vs 12B. Not very useful, but I learned a lot.
Distilled DeepSeek into Gemma 4 26B-A4B vs 12B. Not very useful, but I learned a lot.
- REDDIT · 2026-08-13 · 66 UPVOTESGemma 4 12B Q3: +8.55% Coding Performance From Tensor-Level Quantization Allocation
Gemma 4 12B Q3: +8.55% Coding Performance From Tensor-Level Quantization Allocation
- REDDIT · 2026-06-12 · 46 UPVOTESGemma 4 Quadruple Release, 12B, 12B QAT, 26B-A4B QAT and 31B QAT Uncensored Heretics!
Gemma 4 Quadruple Release, 12B, 12B QAT, 26B-A4B QAT and 31B QAT Uncensored Heretics!
- REDDIT · 2026-07-13 · 23 UPVOTES[Study/Models] Flint: Compressing Reasoning Without Breaking It
[Study/Models] Flint: Compressing Reasoning Without Breaking It
- REDDIT · 2026-06-22 · 16 UPVOTESGemma4-12B-QAT Uncensored Balanced is out with MTP (~60% speed boost)!
Gemma4-12B-QAT Uncensored Balanced is out with MTP (~60% speed boost)!
- REDDIT · 2026-08-19 · 13 UPVOTESWuli-art/Gemma-4-for-Qwen-Image-Edit-2511-Prompt-Extend · Hugging Face
Wuli-art/Gemma-4-for-Qwen-Image-Edit-2511-Prompt-Extend · Hugging Face
- REDDIT · 2026-06-22 · 12 UPVOTESGemma4-12B-QAT Uncensored Balanced is out with MTP (~60% speed boost)!
Gemma4-12B-QAT Uncensored Balanced is out with MTP (~60% speed boost)!
- REDDIT · 2026-06-08 · 10 UPVOTESInfected weights
Infected weights
- REDDIT · 2026-08-17 · 7 UPVOTESBenchmarks iGPU integrated Radeon 680M models
Benchmarks iGPU integrated Radeon 680M models
- REDDIT · 2026-06-05 · 7 UPVOTESGemma 4 12B on Ollama: the GGUF is multimodal (CLIP crashes 0.30.2), it's a reasoning model, and Q4 has token glitches — fixes + Q4-vs-Q8…
Gemma 4 12B on Ollama: the GGUF is multimodal (CLIP crashes 0.30.2), it's a reasoning model, and Q4 has token glitches — fixes + Q4-vs-Q8 numbers
- REDDIT · 2026-07-06 · 7 UPVOTESTensorSharp supports Vulkan backend
TensorSharp supports Vulkan backend