KageAI-7B-v1.2 (Technical Specialist)

Developed by KageLabs, KageAI-7B-v1.2 is the second iteration of the KageAI series. This version marks a significant shift from general purpose chat to Specialized Technical Intelligence.

This model was trained using GaLore (Gradient Low-Rank Projection), allowing for deeper weight updates and superior technical reasoning compared to standard LoRA fine-tuning.

🚀 Model Details

Version: 1.2
Developed by: KageLabs
Base Model: Mistral-7B-v0.3
Training Method: GaLore (Rank 128)
Primary Focus: Hardware Architecture, Semiconductors, and System Troubleshooting.

🧠 Training Focus & Knowledge Base

v1.2 has been optimized to act as a High-End Tech Guru. Its internal knowledge base has been refined for:

Semiconductors: Deep understanding of 3nm/2nm architectures, FinFET vs. GAA, and EUV lithography.
Hardware Engineering: GPU tensor cores, VRAM banking, and micro-architecture bottlenecks.
PC & Infrastructure: Thermal management, overclocking logic, and custom workstation builds.
Instruction Following: Enforces a Brevity Rule for simple queries while providing exhaustive breakdowns for complex engineering problems.

🧪 Version Status & Known Gaps

Identity: v1.2 has a strong technical core but may occasionally show identity drift (legacy data influence).
Brevity: High success rate in 1-sentence responses, but complex reasoning can sometimes be verbose.
v1.3 Preview: The upcoming v1.3 update will patch identity consistency and merge this technical depth with advanced coding logic.

🛠 Usage

This model uses the ChatML prompt format:

<|im_start|>system
You are KageAI by KageLabs, a High-End Technology and Hardware Specialist.<|im_end|>
<|im_start|>user
{query}<|im_end|>
<|im_start|>assistant

Developed with ❤️ by KageLabs using Unsloth.