D1337 CIPHER - Custom Training Environment
D1337 SOVEREIGN LABS
Custom QLoRA training environment for fine-tuning GLM-4.7-Flash-abliterated (31B) on cybersecurity datasets.
Features
- π₯ QLoRA Training - Memory efficient training for 31B models
- π― 4x L40S Optimized - Configured for 192GB VRAM
- π Gradio UI - Real-time monitoring and control
- π Auto Push to Hub - Automatically saves to HuggingFace
Configuration
| Parameter | Value |
|---|---|
| Base Model | huihui-ai/Huihui-GLM-4.7-Flash-abliterated |
| Dataset | Desorden1337/d1337-cipher-dataset |
| LoRA Rank | 64 |
| LoRA Alpha | 128 |
| Epochs | 5 |
| Learning Rate | 2e-4 |
| Max Seq Length | 4096 |
Training Topics
- SentinelOne EDR
- CrowdStrike Falcon
- Palo Alto Networks
- Zero-day Research
- AI/ML Security
- Adversarial Attacks
- Cloud Security
Usage
- Open this Space
- Click "Start Training"
- Monitor progress in logs
- Model will be saved to
Desorden1337/d1337-cipher-v1
Hardware Requirements
- Minimum: 4x L40S (192GB VRAM)
- Recommended: 8x L40S or 4x A100
D1337 SOVEREIGN LABS - Building the future of AI security
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