Variable Allocation Compression model database: as lossless as I've been able to get while compressing billions of model parameters.
Alex
Asystemoffields
AI & ML interests
Compression, creatively reconceiving problems, RL, interpretability, model architecture, model modification, democratization of AI, machines of loving grace type scenarios.
Organizations
None yet
Production Mixed-Rate Allocation helps anyone make highly performant ggufs by mixing optimal tensors. Enjoy! This is the first iteration of PMRA.
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Asystemoffields/gemma-4-E2B-it-PMRA-GGUF
Text Generation • 5B • Updated • 17 -
Asystemoffields/Ministral-3-8B-Instruct-PMRA-GGUF
Text Generation • 8B • Updated • 61 • 1 -
Asystemoffields/Qwen3-1.7B-PMRA-IQ3XS-budget-GGUF
Text Generation • 2B • Updated • 34 -
Asystemoffields/Huihui-Qwen3.5-4B-Abliterated-PMRA-GGUF
Text Generation • 4B • Updated • 216
Variable Allocation Compression model database: as lossless as I've been able to get while compressing billions of model parameters.
Production Mixed-Rate Allocation helps anyone make highly performant ggufs by mixing optimal tensors. Enjoy! This is the first iteration of PMRA.
-
Asystemoffields/gemma-4-E2B-it-PMRA-GGUF
Text Generation • 5B • Updated • 17 -
Asystemoffields/Ministral-3-8B-Instruct-PMRA-GGUF
Text Generation • 8B • Updated • 61 • 1 -
Asystemoffields/Qwen3-1.7B-PMRA-IQ3XS-budget-GGUF
Text Generation • 2B • Updated • 34 -
Asystemoffields/Huihui-Qwen3.5-4B-Abliterated-PMRA-GGUF
Text Generation • 4B • Updated • 216