Jev versus text-generating models
Jev does not generate free-form text. A side-by-side video compares parallel decision-making with token-by-token text generation.
Discussion of Jev Model Hallucinations
User notes that the Jev model hallucinates at a rate similar to other models, providing examples.
Jev's creators have been careful with their hallucination claims, so not to knock them, but Jev definitely hallucinates, at a rate very similar to other models! Here's a bunch of them! The classic: # of r's in Strawberry:
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Pricing, evaluations, and the name Jev
The launch thread explains code-and-AI workflow evaluations, the input price announced at launch, and free output tokens.
Jev Model: Decision-Making Probability Generation, 200× Faster and 400× Cheaper Than LLMs
This model is built for decision-making rather than text generation, outputting probabilities for each option in parallel instead of token-by-token responses. The author shares a simplified comparison of normal LLMs versus this Jev model.
