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ramanathanlab's Projects

distllm icon distllm

Distributed Inference for Large Language Models.

genslm icon genslm

GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics

gpt_synth_seq icon gpt_synth_seq

Generation of synthetic DNA sequences using GPT transformer model

mdlearn icon mdlearn

Machine learning for molecular dynamics

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

multi-rl-workflow icon multi-rl-workflow

Workflows that concurrently train, use, and gather training data for multiple RL models

nougat icon nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

pdfwf icon pdfwf

PDF to Text extraction workflow.

rag4sci icon rag4sci

Retrieval Augmented Generation for Science

tpc-barcelona-llm-tutorial icon tpc-barcelona-llm-tutorial

Large Language Models (LLMs) for Science and Engineering Applications -- Tutorial given at TPC conference in Barcelona 2024

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