As the context grows, all LLMs appear to turn into idiots, even just at 32k! > We evaluate 12 popular LLMs that claim to support contexts of at least 128K toke

As the context grows, all LLMs appear to turn into idiots, even just at 32k! > We evaluate 12 popular LLMs that claim to support contexts of at least 128K tokens. While they perform well in short contexts (<1K), performance degrades significantly as context length increases. At 32K, for instance, 10 models drop below 50% of their strong short-length baselines. Even GPT-4o, one of the top-performing exceptions, experiences a reduction from an almost-perfect baseline of 99.3% to 69.7%. https://news.ycombinator.com/item?id=44107536 https://news.ycombinator.com/item?id=44107536