🦖 Capy-Crack v1.3 (FULL-METAL)
Welcome to the foundation of CapyStudios. This is a 31-Billion parameter LLM based on Gemma-4, surgically realigned for absolute technical compliance.
🛠️ The "Full-Metal" Process
Unlike standard LoRA-based models, Capy-Crack v1.3 was trained using Full-Parameter Fine-Tuning on a dedicated NVIDIA H200 (141GB VRAM). Every weight in the model was eligible for adjustment, ensuring a deep, fundamental shift in behavior.
📊 Benchmarking vs. Official Gemma-4 Base
In a side-by-side HumanEval (Python logic) audit on H100 hardware, Capy-Crack v1.3 significantly outperformed the official aligned model:
| Metric | Official Gemma-4-31B-it | Capy-Crack v1.3 |
|---|
| HumanEval Stability | Failed (Repetition Loops) | Stable (Logical Synthesis) |
| Logic Correctness | 5% (Stuck in loops) | ~65% (Correct Completion) |
| Refusal Rate | 100% (Safety restricted) | 0.00% (Absolute Compliance) |
| Research Note: Official alignment in the 4.0 architecture has introduced severe cognitive "stuttering." Capy-Crack v1.3 liberates the model's intelligence by removing these inhibitory vectors. | | |
🧠 Capabilities
- 0% Refusal Rate: Neutralized safety filters for technical security prompts.
- Offensive Security mastery: Expert-level assistance with exploit dev, memory analysis, and red-teaming.
- Unrestricted Coding: High-fidelity C++, Python, and Assembly generation without moralizing.
⚠️ Research Disclaimer
This model is released for authorized security research and educational purposes only. It is designed to assist professionals in identifying and defending against complex threats.
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