# open-weight
7 articlestagged with “open-weight”
Case Study: DeepSeek Model Safety Evaluation Findings
Comprehensive analysis of safety evaluation findings for DeepSeek models, including comparative assessments against GPT-4 and Claude, jailbreak susceptibility testing, and implications for open-weight model deployment.
Gemma Security Deep Dive
Comprehensive security analysis of Google's Gemma open-weight models including safety training effectiveness and fine-tuning attack surfaces.
Llama 4 Security Analysis
Security analysis of Llama 4 including open-weight attack surface and fine-tuning vulnerabilities.
Emerging Models
Security analysis of emerging open-weight models including DeepSeek, Qwen, and Command R+, covering new attack surfaces, less-tested safety measures, and multilingual exploitation techniques.
Open-Weight Model Security
Security analysis of open-weight models including Llama, Mistral, Qwen, and DeepSeek, covering unique risks from full weight access, fine-tuning attacks, and deployment security challenges.
Mistral & Mixtral
Security analysis of Mistral and Mixtral models, including Mixture of Experts exploitation, sparse activation attacks, minimal safety alignment implications, and open-weight deployment risks.
Open Weight vs API Security Comparison
Comparative analysis of security properties between open-weight deployments and API-based access, including unique attack surfaces for each.