metadata
base_model:
- kagelabs/KageAI-7B-v1.1
tags:
- text-generation-inference
- transformers
- unsloth
- mistral
- galore
- tech-specialist
license: apache-2.0
language:
- en
datasets:
- teknium/OpenHermes-2.5
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.