Gemma 3 12B IT
google/gemma-3-12b-it- Family · Gemma 3
- Open weights
- Text · Image → Text
- Tools · JSON · Vision
Not on OSMEXO yet
Spec & list price
Context128K
Max output16K
Input / 1M$0.05
Output / 1M$0.153× input
Usage
Tokens / day1.5B▼ 17% 7d
Usage rank#169
Requests / day1.1M
Tool calls / req0.00
Per request · 30 days
Avg input6850.0× median
Avg output670.1× median
Cache hit5.9%0.1× median
Tool-call failures4%2.1× median
Consumption
Peak 2.9B 16 OctLow 902.1M 31 OctRank today #169
News & trends
2 mentions this weekGemma 3 family · videos, posts, articles · 30 days
News · latest from Google
- Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v529 Oct
- Gemini 4 Carbon (High) Scores 59 on Artificial Analysis v528 Oct
- Gemini 4 Carbonblog.google · 28 Oct
- Gemini 4 Carbon: Our next frontier modelGoogle DeepMind · 28 Oct
Benchmarks
Benchmark data: Artificial AnalysisOutput speed#299/33328 tok/s2.4× slower than median
Fastest provider58 tok/sbest of 4 providers
First token#1641.02 sabout median
Family progress
Intelligence Index
- Family releases5.1
Technical details
- Tokenizer
- Gemini
- Knowledge cutoff
- 2024-08-31
- License
- gemma
- Parameters
- 12.2B
- Moderation
- none
- Downloads · likes
- 355.7K · 899
Request parameters 15
- tools
- tool_choice
- response_format
- structured_outputs
- temperature
- top_p
- top_k
- min_p
- max_tokens
- stop
+5 more
- seed
- frequency_penalty
- logit_bias
- presence_penalty
- repetition_penalty
When to use
Best for
- Self-hosted multimodal assistants
- Image understanding with an open model
- Document Q&A over long inputs
- Tool-calling in lightweight agents
- Low-cost classification and extraction
Think twice for
- Hardest reasoning and coding tasks
- Image or audio generation
- Frontier-quality agent runs
Research papers
- Jailbreak Connectivity: Towards Diverse, Transferable, and Universal Multimodal Large Language Model Jailbreak28 Oct
- Debiasing as a Measurement Intervention: Calibrated Ties and Resolution Loss in LLM-as-a-Judge Evaluation11 Sep
- Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs8 May
Same family
Gemma 3- 4.8
- 5.1
- 4.8
- 3.8
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