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#modelcolapse — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #modelcolapse, aggregated by home.social.

  1. #LLMs & #ModelColapse : "According to the #research, indiscriminately using model-generated content in training causes "irreversible defects" in the resulting #ai. the model loses the "tails of the original content distribution." in other words, it begins to forget the creative, fringe, and unique nuances of actual #human writing, collapsing into a repetitive echo chamber."

    pubmed.ncbi.nlm.nih.gov/390486

  2. #LLMs & #ModelColapse : "According to the #research, indiscriminately using model-generated content in training causes "irreversible defects" in the resulting #ai. the model loses the "tails of the original content distribution." in other words, it begins to forget the creative, fringe, and unique nuances of actual #human writing, collapsing into a repetitive echo chamber."

    pubmed.ncbi.nlm.nih.gov/390486

  3. & : "According to the , indiscriminately using model-generated content in training causes "irreversible defects" in the resulting . the model loses the "tails of the original content distribution." in other words, it begins to forget the creative, fringe, and unique nuances of actual writing, collapsing into a repetitive echo chamber."

    pubmed.ncbi.nlm.nih.gov/390486

  4. #LLMs & #ModelColapse : "According to the #research, indiscriminately using model-generated content in training causes "irreversible defects" in the resulting #ai. the model loses the "tails of the original content distribution." in other words, it begins to forget the creative, fringe, and unique nuances of actual #human writing, collapsing into a repetitive echo chamber."

    pubmed.ncbi.nlm.nih.gov/390486

  5. #LLMs & #ModelColapse : "According to the #research, indiscriminately using model-generated content in training causes "irreversible defects" in the resulting #ai. the model loses the "tails of the original content distribution." in other words, it begins to forget the creative, fringe, and unique nuances of actual #human writing, collapsing into a repetitive echo chamber."

    pubmed.ncbi.nlm.nih.gov/390486