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Gemma 3 1b Pt Unsloth Bnb 4bit

Developed by unsloth
Gemma 3 is a series of lightweight open models launched by Google, supporting multimodal input (text and images), with a 128K large context window, suitable for various tasks such as question answering and summarization.
Downloads 4,481
Release Time : 3/13/2025

Model Overview

Gemma 3 is a multimodal model built on Gemini technology, supporting text and image input and generating text output. It is suitable for deployment in resource-constrained environments, such as laptops or private cloud infrastructure.

Model Features

Multimodal processing
Can process text and image input simultaneously and generate text output.
Large context window
Supports a context window of 128K tokens (32K for the 1B model), suitable for long document processing.
Open weights
The weights of both pre-trained and instruction-tuned variants are open, facilitating research and commercial applications.
Resource-friendly
The relatively small model size can be deployed in resource-constrained environments such as laptops.
Dynamic quantization support
Unsloth's dynamic quantization technology significantly improves the accuracy of 4-bit quantization.

Model Capabilities

Text generation
Image content analysis
Multilingual processing
Code generation
Mathematical reasoning
Document summarization
Visual question answering

Use Cases

Content creation
Marketing copy generation
Automatically generate creative text such as product descriptions and advertising copy.
Image caption generation
Generate descriptive text for the input image.
COCOcap benchmark score of 116 (27B model)
Customer service
Intelligent customer service
Build a multi-turn dialogue system to handle customer inquiries.
Education and research
Language learning assistant
Provide grammar correction and writing suggestions.
Academic summarization
Automatically generate a concise summary of research papers.
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