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. by 100% White Milk December 24, 2019
Get the diversingmug. 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. by Jangjangi April 15, 2020
Get the Diversemug. An unhealthy obsession against diversity (most notably racial and sexual) seen by consumers of media products like movies and video games. An individual with DDS would go on an unhinged rant about how something is ruined because it either features diversity such as including a POC individual or said product would attempt to be inclusive to a diverse audience.
"Did you see that annoying clickbait video about how Gaming is ruined by DEI and wokeness"
"That guy talks about diversity in every video."
"He must be suffering from Diversity Derangement Syndrome."
"That guy talks about diversity in every video."
"He must be suffering from Diversity Derangement Syndrome."
by ghmorello December 30, 2024
Get the Diversity Derangement Syndromemug. 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. by minorityfiveoh March 26, 2019
Get the Diversedmug.