home-rag/ gemma4

44 Downloads Updated 1 month ago

gemma4:31b-mtp-vision-bf16

vision tools thinking

ollama run home-rag/gemma4:31b-mtp-vision-bf16

curl http://localhost:11434/api/chat \
  -d '{
    "model": "home-rag/gemma4:31b-mtp-vision-bf16",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='home-rag/gemma4:31b-mtp-vision-bf16',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'home-rag/gemma4:31b-mtp-vision-bf16',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Applications

Claude Code

Claude Code ollama launch claude --model home-rag/gemma4:31b-mtp-vision-bf16

OpenCode

OpenCode ollama launch opencode --model home-rag/gemma4:31b-mtp-vision-bf16

Hermes Agent

Hermes Agent ollama launch hermes --model home-rag/gemma4:31b-mtp-vision-bf16

OpenClaw

OpenClaw ollama launch openclaw --model home-rag/gemma4:31b-mtp-vision-bf16

Models

Name

1 model

Size / Usage

Context

Input

gemma4:31b-mtp-vision-bf16

64GB · 256K context window · Text, Image · 1 month ago

gemma4:31b-mtp-vision-bf16

64GB

256K

Text, Image

Readme

Gemma 4 31B

ARCH: GEMMA4 // PARAMS: 31B // PRECISION: BF16 // CONTEXT: 256K TOKENS

Hardware & Environment

Designed for home multi-GPU systems and small GPU grids.

Target hardware: AMD Instinct MI50, MI60, MI100 and MI210 series
Recommended memory: 96+ GB HBM / VRAM

Technical Specifications

Model: Gemma 4 31B
Origin 1: Hugging Face google/gemma-4-31B-it
Origin 2: Hugging Face google/gemma-4-31B-it-assistant
Precision: BF16
Vision: Integrated mmproj (arch clip) for multimodal input
Acceleration: Multi-Token Prediction (MTP) draft head
Context: Up to 262144 tokens

Quick Start

ollama run home-rag/gemma4:31b-mtp-vision-bf16

Reasoning

A snail is at the bottom of a 10‑meter well. Each day it climbs 3 meters, but each night it slips back 2 meters. It starts climbing on Monday morning. On Sunday, the snail is too tired to climb up during the day and must take a break. How many days does it take to escape? Format your answer in Markdown, using UTF‑8. Request you provide a formal proof of your final answer using propositional logic, predicate logic, set theory or such. LaTeX output is strictly prohibited.

# Gemma 4 31B

> ARCH: GEMMA4 // PARAMS: 31B // PRECISION: BF16 //  CONTEXT: 256K TOKENS

## Hardware & Environment

Designed for home multi-GPU systems and small GPU grids.

* **Target hardware:** AMD Instinct MI50, MI60, MI100 and MI210 series
* **Recommended memory:** 96+ GB HBM / VRAM

## Technical Specifications

* **Model:** Gemma 4 31B
* **Origin 1:** Hugging Face `google/gemma-4-31B-it`
* **Origin 2:** Hugging Face `google/gemma-4-31B-it-assistant`
* **Precision:** BF16
* **Vision:** Integrated `mmproj` (`arch clip`) for multimodal input
* **Acceleration:** Multi-Token Prediction (MTP) draft head
* **Context:** Up to 262144 tokens

## Quick Start
```
ollama run home-rag/gemma4:31b-mtp-vision-bf16
```
## Reasoning
```A snail is at the bottom of a 10‑meter well. Each day it climbs 3 meters, but each night it slips back 2 meters. It starts climbing on Monday morning. On Sunday, the snail is too tired to climb up during the day and must take a break. How many days does it take to escape? Format your answer in Markdown, using UTF‑8. Request you provide a formal proof of your final answer using propositional logic, predicate logic, set theory or such. LaTeX output is strictly prohibited. ```
![gemma-reasoning.png](/assets/home-rag/gemma4/15a09608-c36c-44ff-a9de-4715b363b620)

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