GitHub

TensorFlow BERT Quantization Example

This directory contains examples for BERT PTQ/QAT related training. mpirun -np 4 -H localhost:4 \ --allow-run-as-root -bind-to none -map-by slot \ -x NCCL_DEBUG=INFO ...
thenexthint

What Are Large Language Models? Definition, Examples & Future Of LLMS

Large Language Models (LLMs) are recasting the relationship between humans & technology. There’s a complete transition in how we search, consume, and execute information on the web. LLMs are no longer ...
IEEE

Fully Quantized Matrix Arithmetic-Only BERT Model and Its FPGA-Based Accelerator

Abstract: In this paper, we propose a fully quantized matrix arithmetic-only BERT (FQ MA-BERT) model to enable efficient natural language processing. Conventionally, the BERT model relies on floating ...
C&EN

GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein ...

Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania ...
IEEE

BERT-NAR-BERT: A Non-Autoregressive Pre-Trained Sequence-to-Sequence Model Leveraging BERT ...

Abstract: We introduce BERT-NAR-BERT (BnB) – a pre-trained non-autoregressive sequence-to-sequence model, which employs BERT as the backbone for the encoder and decoder for natural language ...
GitHub

gozdenergiz/BERT4doc-Classification-master

How to Fine-Tune BERT for Text Classification? This is the code and source for the paper How to Fine-Tune BERT for Text Classification? In this paper, we conduct exhaustive experiments to investigate ...