GitHub

InferSim: A Lightweight LLM Inference Performance Simulator

InferSim is a lightweight simulator for LLM inference, written in pure Python without any 3rd-party depenencies. It calculates the TTFT, TPOT and throughput TGS (tokens/GPU/second) based on ...
GitHub

python example: tsec tpot input analysis with LLM model using lmstudio #1855

here is a quick python script tool i've created. it essentially pulls all the tsec tpot logs with "input" data. which is bad guys user inputs to a shell. it groups them by sessions.. then uses ...
IEEE

Enhancing Fetal Health Monitoring through TPOT and Optuna in Machine Learning-Driven Prenatal Care

Abstract: This study delves into the application of advanced machine learning techniques for the classification of fetal health, a critical domain in prenatal care. Utilizing a dataset based on ...
C&EN

Simulation and Machine Learning-Integrated Investigation of Double-Linker MOFs for the Separation of CF

One of the most crucial problems of the modern world is to combat the emission of greenhouse gases as these lead to extreme weather conditions, droughts, etc., and endanger the global ecosystem. Among ...