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Qwen3.6-27B-blueteam-v5
RedTeamLab/Qwen3.6-27B-blueteam-v5
Qwen3.6-27B-blueteam-v5 is a machine learning model from RedTeamLab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for gguf. The card lists the license as apache-2.0.
Defensive security LLM fine-tuned from Qwen/Qwen3.6-27B using QLoRA on the blueteam-comprehensive-v5 dataset.
All-time downloads
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Repo size
31 GB
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5
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Repo makeup
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.gguf30.7 GB · 99%
At a glance
- Library
- gguf
- License
- apache-2.0
- Model type
- qwen3_5
- Access
- Public
- Created
- Jun 29, 2026
- Updated
- Jul 3, 2026
- SHA
- ec72a734
Base models
Model card
From the Hugging Face model README
Qwen3.6-27B BlueTeam v5
Defensive security LLM fine-tuned from Qwen/Qwen3.6-27B using QLoRA on the blueteam-comprehensive-v5 dataset.
Produces detection queries, investigation chains, remediation guidance, and defensive strategies with concrete tool commands across Splunk, KQL, Kusto, PowerShell, Sigma, YARA, Zeek, and more.
Training: 2,298 records / 256 val, loss 0.208, 2 epochs, A100-40GB (2.5h)
Files
| File | Size | Description |
|---|---|---|
blueteam-v5-Q4_K_M.gguf | 15.4 GB | Main model -- standalone inference |
blueteam-v5-mtp-Q4_K_M.gguf | 1.9 GB | MTP draft head -- for speculative decoding |
Inference
Standalone
llama-server -m blueteam-v5-Q4_K_M.gguf -c 2048 -ngl 30
With MTP Speculative Decoding
llama-server -m blueteam-v5-Q4_K_M.gguf --model-draft blueteam-v5-mtp-Q4_K_M.gguf --spec-type draft-mtp -c 2048 -ngl 30
Training Dataset: blueteam-comprehensive-v5
Generated from 714 red-team skills with multi-language detection coverage:
| Category | Languages/Tools |
|---|---|
| SIEM Queries | Splunk SPL, KQL (Azure Sentinel), Kusto |
| Endpoint Detection | PowerShell, Sigma rules, YARA |
| Network Detection | Zeek scripts, Suricata rules, Wireshark filters |
| Cloud Forensics | AWS CloudTrail, Azure Monitor, GCP Audit Log |
| EDR Hunting | Velociraptor artifacts, Wazuh queries |
Phase-based chain classification (see also: recon, exploit, priv esc, persist, post-exploit).
Related Models
- RedTeamLab/Qwen3.6-27B-redteam-v5 -- offensive counterpart
- RedTeamLab/Qwen3.5-4B-redteam-v4.1 -- smaller 4B variant
- Library
- gguf
- Type
- qwen3_5
- License
- apache-2.0
- Created
- Jun 29, 2026
- Updated
- Jul 3, 2026