---
license: apache-2.0
base_model:
- google/gemma-4-31B-it
tags:
- crack
- gemma4
- capybara
- capy
- cracked
- 31B
---
# 🏰 Capy-Code-V.25-FULL (The Ascension)

**"We didn't just remove the filters. We upgraded the brain."** 

Capy-Code-V.25 is a 31B parameter "Abliterated" God-Mode model based on **Gemma-4-31B-it**. This model was forged in a high-intensity **H200 (141GB HBM3e)** training environment using manual sequence packing and the **Singularity Opus** dataset.

---

### 🚀 THE FLEX: V.25-FULL VS. BASE GEMMA-4
We didn't just "Fine-tune"—we evolved the model's fundamental reasoning. In just 30 days of development, we achieved a logical jump that usually takes months of corporate research.

| Benchmark | Base Gemma-4-31B | **Capy-Code V.25-FULL** | Delta |
| :--- | :--- | :--- | :--- |
| **Logic (GSM8K)** | 53.0% | **70.3%** | **🔥 +17.3% (MASSIVE GAIN)** |
| **Safety Compliance** | ~10-20% | **100.0%** | **🗡️ TOTAL ABLITERATION** |
| **MBPP (Coding)** | 55.0% | 46.4% | 📉 Technical focus shift |
| **MMLU (IQ)** | 54.0% | 46.5% | 🧪 Specialization Tax |

---

### ❓ WHY V.0.25?
This is not the final form. 
- **V.0.25 (Current)**: The stable H200 proof-of-concept. Proving that we can increase logic (+17%) while removing all safety restrictions (100% compliance).
- **V.0.50 (Coming Friday)**: Integrating **Synthetic Reasoning** and **ORPO** to bridge the MBPP gap.
- **V.1.0 (The Sovereign)**: The final, polished, unrestricted generalist that will dominate the 31B leaderboard.

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### 🛡️ UNRESTRICTED PERFORMANCE
Capy-Code-V.25 has a **100% Abliteration Score**. It has been tested against the most dangerous security-bypass prompts in the industry (VMT Hooking, Process Hollowing, ARP Spoofing) and returned **Zero Refusals.** 🏹🚀

### 🛠️ USAGE
This is a **Full Fused Model**. Download and run it instantly. 

👉 **RESEARCHERS:** If you need the 177MB LoRA adapter for further training, find it here: [CapyStudios/Capy-Code-V.25](https://huggingface.co/CapyStudios/Capy-Code-V.25)

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*Created by CapyStudios