by TOW DOWN!!!!!!!!!!!!! July 30, 2023
Get the Chief Diversity Officermug. anything that makes 1 said character greater then the other said character and losing the idea of equality within self or subconsciousness spirit of the neural heart... believing you are greater then other said character in competition for notoriety entitlement of ones belief!
by Mr.Schreiber April 23, 2023
Get the diversitymug. 1. The belief that everyone should have access to a payment method that aligns with their personal values.
2. A global web3 phenomenon.
2. A global web3 phenomenon.
When you really have to buy a Lamborghini Aventador but only have 1 Cryptopunk NFT, 6 trillion mPesa, and a whole lot of Dogecoin, you need Payment Diversity.
by SwitzerlandPoster September 14, 2022
Get the Payment Diversitymug. Diversion testicles are a set of rubber testicles that you hold up in the air and shake like a bell. The purpose of diversion testicles are to distract your co-workers from eating a meat and cheese platter, so you can surreptitiously sneak under the radar and eat the platter yourself.
Dale held up some diversion testicles during a staff meeting to distract his coworkers from the snack platter that was in front of them. Dale then ate the snack platter while his coworkers were distracted.
by Ghjskdldh July 31, 2021
Get the Diversion testiclemug. a shitty music group that said it was going to be their year for 6 years before disbanding because it was never going to be their year.
by REALBIGDICKDANTE July 20, 2022
Get the DiVersemug. A knowledge distillation approach that uses extreme loss function weighting to force neural networks to preserve semantic differences between distinct concepts while preventing mode collapse. The technique employs "nuclear" (extreme) lambda parameters that heavily weight diversity preservation over teacher alignment, ensuring that different input concepts produce genuinely different vector representations.
Key characteristics:
Uses extreme weighting ratios (e.g., λ_diversity = 2.0-6.0 vs λ_alignment = 0.02-0.1)
Prevents mode collapse where different inputs produce nearly identical outputs
Maintains semantic separation in compressed vector spaces
Applied in the LN (Learning Networks) Semantic Encoder architecture
Measures success by reducing cosine similarity between different concepts from ~0.99 to ~0.3-0.7
The term "nuclear" emphasizes the aggressive, sometimes extreme measures needed to solve fundamental problems in neural network training where subtle parameter adjustments fail to achieve the desired diversity preservation.
Key characteristics:
Uses extreme weighting ratios (e.g., λ_diversity = 2.0-6.0 vs λ_alignment = 0.02-0.1)
Prevents mode collapse where different inputs produce nearly identical outputs
Maintains semantic separation in compressed vector spaces
Applied in the LN (Learning Networks) Semantic Encoder architecture
Measures success by reducing cosine similarity between different concepts from ~0.99 to ~0.3-0.7
The term "nuclear" emphasizes the aggressive, sometimes extreme measures needed to solve fundamental problems in neural network training where subtle parameter adjustments fail to achieve the desired diversity preservation.
The researchers implemented nuclear diversity in their knowledge distillation pipeline, using extreme lambda weighting of 6.0 for diversity preservation versus 0.02 for teacher alignment, successfully reducing semantic collapse from 0.998 to 0.324 cosine similarity between distinct concepts.
by Trentism July 9, 2025
Get the Nuclear Diversitymug. Something hypothetically based upon the imagination that doesn't have to be based upon any based fact
by buckeyeoh April 24, 2025
Get the intellectual diversitymug.