Dr Dhruv Sharma

Run gemma-4-31B-it-FP8-block via WebGPU (Browser) Zero Config No-Code Guide

Run gemma-4-31B-it-FP8-block via WebGPU (Browser) Zero Config No-Code Guide

For an instant local deployment, running a pre-configured shell script is ideal.

Refer to the instructions below to proceed.

The tool automatically synchronizes and downloads the model database.

The configuration wizard runs silently to set up the model for peak performance.

🔗 SHA sum: 4ef0cbdd330a3a7877fd5ee091291f5e | Updated: 2026-06-29



  • Processor: 4.0 GHz+ boost clock recommended for CPU inference
  • RAM: at least 32 GB in dual-channel mode for bandwidth
  • Disk Space: 80 GB NVMe SSD required for fast model weights loading
  • GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats

The **gemma-4-31B-it-FP8-block** model represents a significant advancement in open‑source language models, combining a **31 billion parameters** base with an *in‑struct tuned* configuration optimized for interactive tasks. Built on the latest *Gemma* architecture, it leverages *FP8 block* quantization to deliver high performance while maintaining a relatively small memory footprint. The model supports a **128K token context window**, enabling it to handle long‑form conversations and complex reasoning without truncation. In benchmarks, it outperforms comparable 31B models by over **12%** on reasoning tasks while consuming less than **16 GB** of GPU memory during inference. A concise

summarizing its core specs is provided below for quick reference.

Parameter Count 31 B
Context Length 128K tokens
Precision FP8 block
Architecture Gemma (in‑struct tuned)
  • Installer deploying local InvokeAI studio with default base models
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