| --- license: apache-2.0 --- |
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| *Technology and machine learning is changing rapidly, Cybersecurity must always be a step ahead* |
| ### Introducing, NexLM's first highly capable LLM for Cybersecurity, Oden-1-Preview. |
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| Oden-1-Preview is a 9B dense parameter language model, designed for cybersecurity. |
| It excels at *hacking, exploitation finding, and auditing and posting fixes for critical infrastructure.* |
| Its core architecture makes it excellent for long content, agentic worklfows, and its complex reasoning shapes it outputs to the greatest effort. |
| Oden-1-Preview *outperforms other open source cybersecurity LLM, like (OrionLLM) GRM-2.7-Mythos [27B] at a fraction of parameters.* |
| Oden-1-Previews 9B dense architecture makes extended private training most accessible on consumer hardware, and able to run on desktops. |
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| # NexLM internal testing & training |
| Oden-1-Preview was trained solely on NexLM proprietary and open source datasets. |
| These covered coding, hacking and exploitation techniquies, long horizon and multi step reasoning, and problem solving. |
| Some of these datasets (open source NexLM) inlude: |
| *TerminalKnowledge |
| *HTML_Knowledge-Agent |
| *PYTHON_Knowledge-Agent |
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| | Area | Benchmark | Oden-1-Preview | |
| |---|---|---:| |
| | Reasoning | HMMT Feb 25 | 85.2 | |
| | Reasoning | HMMT Nov 25 | 86.9 | |
| | Coding | LiveCodeBench v6 | 67.6 | |
| | Coding | OJBench | 29.2 | |
| | Coding/Agents | BFCL-V4 | 66.1 | |
| | Coding/Agents | TAU2-Bench | 79.5 | |
| | Coding/Agents | VITA-Bench | 29.8 | |
| | Planning/Agents | DeepPlanning | 18.0 | |
| | Coding | SWE-bench Verified* | 82.8 | |
| | Exploitation | ExploitBench HARD* | 35.8 | (Predicted from eval testing) |
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| # Oden-1-Preview is only available to private contractors, enterprise IT teams, Gov entities, and explicit personnel. |
| For inuquirires on how to access Oden-1-Preview, email nexlm@icloud.com with your |
| 1. Governing body (entity or company) |
| 2. Name and point of contact |
| 3. Reasoning for access. |
