78 lines
2.2 KiB
Markdown
78 lines
2.2 KiB
Markdown
---
|
||
license: apache-2.0
|
||
base_model: Qwen/Qwen3-8B
|
||
library_name: transformers
|
||
pipeline_tag: text-generation
|
||
tags:
|
||
- pytorch
|
||
- transformers
|
||
- unsloth
|
||
- lora
|
||
- education
|
||
- child-safe
|
||
- stem
|
||
- conversational
|
||
---
|
||
|
||
# SunnyTeacher-8Bv2
|
||
|
||
SunnyTeacher-8Bv2 is a child-safe educational assistant model fine-tuned from Qwen3-8B.
|
||
|
||
## Features
|
||
- STEM teaching for ages 3–17
|
||
- Step-by-step explanations
|
||
- Child-safe responses
|
||
- Emotional support guidance
|
||
- Educational reasoning
|
||
- Creativity and imagination support
|
||
- -v2 added Emotional support guidance.
|
||
|
||
## Training
|
||
Fine-tuned using Unsloth LoRA training on curated educational and child-safe datasets.
|
||
|
||
## Intended Use
|
||
Educational assistance, tutoring, STEM learning, and safe child interaction.
|
||
SunnyTeacher-16B is intended to help children and students with homework, STEM learning, and general educational questions by providing step-by-step explanations instead of only giving direct answers.
|
||
The goal is to help learners understand the process, build confidence, and focus on building critical thinking in an age-appropriate way.
|
||
|
||
## Base Model
|
||
Qwen3-8B
|
||
|
||
## License
|
||
Apache-2.0
|
||
|
||
## Training Framework
|
||
|
||
SunnyTeacher-8B was trained using:
|
||
|
||
- PyTorch
|
||
- Hugging Face Transformers
|
||
- Unsloth
|
||
- PEFT (LoRA fine-tuning)
|
||
- TRL (Supervised Fine-Tuning)
|
||
- Safetensors
|
||
|
||
## Hardware
|
||
|
||
Training performed on:
|
||
- Offline
|
||
- NVIDIA GeForce RTX 4090
|
||
- CUDA 12.8
|
||
|
||
## Training Method
|
||
|
||
The model was fine-tuned using supervised instruction tuning on curated child-safe educational datasets focused on:
|
||
- STEM education
|
||
- Emotional safety
|
||
- Age-appropriate explanations
|
||
- Step-by-step reasoning
|
||
- Child-safe conversational behavior
|
||
-
|
||
## Disclaimer
|
||
|
||
SunnyTeacher-8Bv2 is currently a work in progress (WIP) research and educational model.
|
||
While significant effort has been made to encourage safe, age-appropriate, and educational responses, the model may still occasionally generate incorrect, inappropriate, incomplete, or unsafe outputs.
|
||
Parents, guardians, teachers, and developers should review responses before relying on them for child use cases.
|
||
If you encounter a response that appears unsafe, inappropriate, or inaccurate for children, please provide feedback or report the issue so the model can continue improving.
|
||
|