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

  • πŸ”₯ QLoRA Training - Memory efficient training for 31B models
  • 🎯 4x L40S Optimized - Configured for 192GB VRAM
  • πŸ“Š Gradio UI - Real-time monitoring and control
  • πŸš€ 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

  1. Open this Space
  2. Click "Start Training"
  3. Monitor progress in logs
  4. 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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