ciphix

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by ciphix 11mo ago
What Cursor is really emphasizing here is speed — they’re claiming it runs about four times faster than GPT-5/Sonnet, while still offering roughly the same level of performance.
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by ciphix 11mo ago
The metrics in the post seem quite abstract. Does anyone know the detailed metrics of this mysterious model? Was it fine-tuned from open models or trained from scratch?
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Exploring the Foundations of Reality: Nested, Hierarchical Axioms(ithy.com)
2 points by ciphix 2y ago|0 comments
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by ciphix 2y ago
While your engineering perspective emphasizes efficiency, it's worth noting that, akin to the human brain, we aim to develop powerful LLMs capable of performing complex cognitive tasks. Although they may operate more slowly, these mode
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by ciphix 2y ago
I completely agree with the point made here. Apart from the research controversial in the paper, however, from an engineering practice perspective, the methodology presented in the paper offers the industry an effective approach to distill
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by ciphix 2y ago
After reviewing the paper and GitHub training dataset, I have the following observations: The 800+ training samples, each containing solutions with detailed reasoning steps, were primarily generated by DeepSeek r1 and advanced models. The r
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by ciphix 2y ago
This is a promising trial of an innovative pricing model. Many AI products require a $19.9 subscription fee just to try them out, yet I only use most of them a few times a month. For such occasional use, a monthly subscription doesn't
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by ciphix 9y ago
I totally uphold your idea. One more case, machine learning, especially deep learning, which lacks strict mathematical model and theoretical explanation, actually works pretty well on reality problems in fact. Maybe, it takes years for the