How I Fine-Tuned a 7B LLM with LoRA and Unsloth When I was working on Khatta-ka-LLM, two technologies became especially important: LoRA + Unsloth If you've heard these names but aren't sure what they actually do, here's a simple explanation. What is LoRA? LoRA stands for Low-Rank Adaptation. Instead of updating all the parameters of a large... Weiterlesen
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How I Fine-Tuned a 7B LLM with LoRA and Unsloth
How I Fine-Tuned a 7B LLM with LoRA and Unsloth When I was working on Khatta-ka-LLM, two technologies became especially important: LoRA + Unsloth If you've heard these names but aren't sure what they actually do, here's a…
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IR-PLAYBOOK-VULN-REMEDIATION
MEDIUMSOC Incident Playbook: Vulnerability Remediation & Verification
1-Click Detection Engineering: Sigma & YARA Rules
SOC Readytitle: Detect Exploitation - How I Fine-Tuned a 7B LLM with LoRA and Unsloth
id: dc84d8e4-ad3e-4c2f-98b6-6c945ac628a4
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
- https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-23
logsource:
category: network_connection
product: any
detection:
selection:
CommandLine|contains:
- 'exploit'
condition: selection
falsepositives:
- Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
- attack.initial_accessrule CTI_Threat_Indicator {
meta:
author = "iShareStuff CTI Automated Detection Engine"
date = "2026-09-23"
description = "YARA Signature for "
strings:
$str = "How I Fine-Tuned a 7B LLM with" ascii wide
condition:
any of them
}
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