OSCAR is the only INT2 method in this comparison that reaches BF16-level AIME25 accuracy at 32K generation while staying near a 2-bit KV-cache budget. OSCAR is the only INT2 method that stays within a ...
Recursive Agents implements a three-phase iterative refinement architecture where LLM agents (instances of Classes) critique and improve their own outputs. Unlike single-pass systems, each agent ...
Begin by setting up your Python environment. Ensure that you have Python installed, and consider using a virtual environment for project isolation. Familiarize yourself with essential libraries, such ...
Pruning optimises machine learning models by removing redundant or unimportant components. Originally introduced by Yann LeCun, pruning helps prevent overfitting in models. It serves as a compression ...
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