---

library_name: gguf

tags:

• gguf
• quantized
• mixed-precision

license: gemma

base_model: google/gemma-4-31B-it

base_model_relation: quantized

pipeline_tag: text-generation

---

Gemma-4-31B-it — 43GB (GGUF)

Mixed-precision quantized version of google/gemma-4-31B-it using a proprietary quantization method by baa.ai.

Metrics

| Metric | Value |

|--------|-------|

| Size | 42.9 GB |

| Average bits | 11.17 |

| Format | llama.cpp (GGUF) |

Usage

brew install llama.cpp huggingface-cli

hf download baa-ai/Gemma-4-31B-it-RAM-43GB-GGUF --include "*.gguf" --local-dir ./gemma-4-31b-it-ram-43gb

llama-cli -m ./gemma-4-31b-it-ram-43gb/Gemma-4-31B-it-RAM-43GB.gguf -p "Hello!" -n 256 -ngl 99

Or via llama-server for an OpenAI-compatible HTTP API:

llama-server -m ./gemma-4-31b-it-ram-43gb/Gemma-4-31B-it-RAM-43GB.gguf --port 8080 -ngl 99 --ctx-size 8192

Also works with Ollama, LM Studio, and llama-cpp-python.

---

Quantized by baa.ai

---

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