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Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42256-023-00759-6)

An Echo State Network module for PyTorch.

Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.

Creation of LDPC codes & simulation of coding and decoding binary data. Applications to sound and image files.

SciAssess is a comprehensive benchmark for evaluating Large Language Models' proficiency in scientific literature analysis across various fields, focusing on memorization, comprehension, and analysis.

This is the official code for MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs

Implementation of REINFORCE and PPO