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ridwancard/
Qwen3-4B-Instruct-2507-Kids-Financial-ID-gguf

Name: Qwen3-4B-Instruct-2507-Kids-Financial-ID-gguf
Availability: InStock

gguf

Qwen/Qwen3-4B-Instruct-2507

quantized

endpoints_compatible

conversational

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Indonesian Kids Financial Literacy Assistant (Fine-tuned)

Model Overview

This model is a fine-tuned version of Qwen3-4B-Instruct-2507, designed to work out-of-the-box as a children’s financial literacy assistant (ages 7–15).

The main goal of this fine-tuning is to ensure the model can be loaded and used directly without requiring a custom inference system prompt.
This allows non-technical users to run the model easily in applications such as LM Studio, Ollama, or other local inference tools, and immediately interact with it in a child-friendly and educational manner.

The model has been trained to naturally adopt a friendly, concise, and easy-to-understand response style, especially when discussing financial topics relevant to children.

Intended Use

Children’s financial literacy education (ages 7–15)
Educational chatbots or learning assistants
Offline / local AI applications (e.g. LM Studio)
Research on style-focused fine-tuning for instructional models

Training Details

Base Model: Qwen3-4B-Instruct-2507
Fine-tuning Method: LoRA (QLoRA)
Training Data: ~6,000 high-quality conversational samples
Primary Language: Bahasa Indonesia
Secondary Language: English (limited support)
Training Objective: Improve clarity, friendliness, and conciseness of responses

Behavior Characteristics

Uses simple, age-appropriate language
Responds short, warm, and friendly when discussing financial topics
Naturally behaves as a financial literacy assistant for children aged 7–15
Can be used immediately without requiring additional system prompt configuration

Limitations & Important Notes

This fine-tuning primarily adjusts response style and tone, not the core reasoning capabilities of the base model.
The model is optimized for financial literacy-related conversations.
When interacting with unrelated topics, it may still produce longer or more generic responses similar to the base model.
Bahasa Indonesia is recommended for best results.
English prompts are supported, but responses may:
- be less concise
- be less consistent with the intended friendly and short style

Ethical Considerations

Intended strictly for educational purposes
Does not provide financial, investment, or legal advice
Not suitable for making real-world financial decisions

License

This model follows the license of its base model: Qwen License

ridwancard/Qwen3-4B-Instruct-2507-Kids-Financial-ID-gguf