Gemma4 31B Opus 4.6 Reasoning is an open-source language model by kai-os. Features: 31b LLM, VRAM: 0.2GB, License: apache-2.0, LLM Explorer Score: 0.49.
Adapter Base model:adapter:google/gemm... Base model:google/gemma-4-31b-... Conversational Dataset:crownelius/opus-4.6-re... En Finetuned Gemma Gemma-4 Lora Opus Peft Qlora Reasoning Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/kai-os/gemma4-31b-Opus-4.6-reasoning
Gemma4 31B Opus 4.6 Reasoning Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Gemma4 31B Opus 4.6 Reasoning Parameters and Internals
| LLM Name | Gemma4 31B Opus 4.6 Reasoning |
| Repository 🤗 | https://huggingface.co/kai-os/gemma4-31b-Opus-4.6-reasoning |
| Base Model(s) | |
| Model Size | 31b |
| Required VRAM | 0.2 GB |
| Updated | 2026-04-03 |
| Maintainer | kai-os |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Is Biased | none |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | up_proj.linear|q_proj.linear|o_proj.linear|v_proj.linear|k_proj.linear|down_proj.linear|gate_proj.linear |
| LoRA Alpha | 128 |
| LoRA Dropout | 0.05 |
| R Param | 64 |
Rank the Gemma4 31B Opus 4.6 Reasoning Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a