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New 7B cybersecurity model released for local 8GB GPU deployment

A new 7-billion-parameter language model has been released specifically fine-tuned on cyber and DevOps datasets for both offensive and defensive security tasks. It runs locally on GPUs with as little as 8GB of memory, supports a native context window of 32K tokens, and can extend to 131K tokens using the YaRN scaling method. The developers note that unlike many security-branded models that merely apply a system prompt to a general model, this one has undergone genuine fine-tuning on domain-specific data.

Book Review Feature Highlights Wool-Industry Jargon from 'Vanishing Fleece'

A publication's ongoing series spotlighting unusual vocabulary from nonfiction books turned its attention to Clara Parkes' 'Vanishing Fleece: Adventures in American Wool.' The piece walks through five specialized terms Parkes encounters while tracing wool's journey from sheep to yarn, including sliver, mordanting, carbonizing, and casting.