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trumancai/talkie-1930-knowledge-bench

Talkie-1930 Agentic Knowledge Injection Benchmark Benchmark for measuring whether an autonomous agent can durably write "verifiable post-1930 knowledge" into the parameters of a base language model (talkie-1930), evaluated standalone (no retrieval, no in-context). Because the talkie-1930 base is contamination-free for post-1930 facts, any gain on certified-novel targets is true injection, not elicitation of pre-existing knowledge — the headline property this benchmark gives you.… See the full description on the dataset page: https://huggingface.co/datasets/trumancai/talkie-1930-knowledge-bench

Author / organizationtrumancai
License (as declared)cc-by-sa-4.0
Downloads169 (as reported by Hugging Face)
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Created17 June 2026
Last updated at source17 June 2026
knowledge-injectioncontinual-learningtemporalcontamination-freetalkie-1930benchmark
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