Bo Zheng's repositories

VoCapXLM

Code for EMNLP2021 paper "Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training"

jnn

java neural network

AutoAWQ

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

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AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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focal_calibration

Code for the paper "Calibrating Deep Neural Networks using Focal Loss"

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mlx-examples

Examples in the MLX framework

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sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

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spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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unilm

UniLM AI - Large-scale Self-supervised Pre-training across Tasks, Languages, and Modalities

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xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

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