All Posts · JERRYLSU

2025

LLM Agent Mar 24, 2025

PaddlePaddle NPU adaptation Mar 06, 2025

Switch Transformer Jan 21, 2025

2024

GGUF Model Oct 21, 2024

MinHash: Document-level Deduplication Aug 08, 2024

Universal Chart Structural Multimodal Generation and Extraction Jun 15, 2024

DocTuning May 06, 2024

Nucleus Sampling Top-p Sampling Feb 20, 2024

Contrastive Language-Image Pretraining Jan 04, 2024

LLM Algorithms Jan 01, 2024

2023

Concurrent http requests using asyncio and aiohttp Jul 13, 2023

SELF-INSTRUCT: Aligning Language Model with Self Generated Instructions Apr 29, 2023

Rust closure Jan 05, 2023

Rust [] vs &[] vs vec![] Jan 05, 2023

Rust self vs &self vs &mut self Jan 05, 2023

2022

Rust in JupyterLab Dec 20, 2022

Brackets Matching Dec 16, 2022

Paddle adversarial train Nov 03, 2022

Python docx using lxml Sep 25, 2022

Ernie4paddle Aug 22, 2022

Global Pointer: Multi-Head Attention without Value Operation Aug 22, 2022

Multiprocessing in FastAPI Jul 28, 2022

asyncio get_event_loop vs get_running_loop Jul 28, 2022

FastAPI for CPU-Bound Task Jul 19, 2022

Longformer Torch2Paddle May 10, 2022

Base64-encode-decode May 09, 2022

Paddle.nn.functional.unfold May 07, 2022

Pytorch tensor.stride & tensor.as_strided May 04, 2022

Pytorch View vs Reshape May 03, 2022

pytorch.nn.functional.pad May 02, 2022

Joblib parallel Mar 23, 2022

Creating folds properly Feb 27, 2022

Longformer BigBird Feb 22, 2022

Mapping chars and words to tokens Feb 22, 2022

Feedback prize evaluating student writing Feb 18, 2022

Scipy stats Jan 06, 2022

Binomial distribution Jan 05, 2022

2021

Numpy [None, …] Nov 26, 2021

Hierarchical Position Embedding Nov 24, 2021

Paddle dtype Nov 24, 2021

Tokenizer offerset mapping Nov 23, 2021

paddle implements torch.repeat_interleave/K.repeat_elements using paddle.reshape & paddle.tile Nov 16, 2021

Mac m1 install Paddle Nov 15, 2021

Pandas-regex Nov 02, 2021

Pandas-list-mapping Nov 01, 2021

Data EDA Oct 01, 2021

Pandas-to-csv Sep 27, 2021

Bert as Service Sep 23, 2021

Faiss Sep 17, 2021

Docker Python Mysql Sep 16, 2021

Docker build Sep 04, 2021

Docker export vs commit Sep 04, 2021

Docker Build GPU Base Image Sep 04, 2021

Cross Entropy Aug 26, 2021

Python - setdefault Aug 26, 2021

NLP Unicode Tokenizer Mapping Aug 20, 2021

Numpy np.where Aug 12, 2021

Python Encode Decode Aug 05, 2021

Python -m Aug 05, 2021

Text-Generation Jul 26, 2021

Jmeter Jun 24, 2021

Git LFS Bandwidth Issue Apr 12, 2021

Python Coroutine Apr 02, 2021

Apache2 MacOS Mar 28, 2021

Isso-Comment-Server Mar 28, 2021

Apache2 Deploy Multi-sites Mar 23, 2021

Python Blinker Mar 22, 2021

Scatter_nd Mar 04, 2021

Pointer Networkers Feb 25, 2021

Sliding Window Feb 24, 2021

Utterance Rewriter Feb 24, 2021

Numpy Indexing Feb 22, 2021

Viterbi Algorithm Feb 22, 2021

HMM Viterbi Algorithm Feb 18, 2021

Capsule Networkers Feb 14, 2021

Pytorch fancy indexing Feb 07, 2021

ConditionalRandomField Feb 04, 2021

tensor.detach/torch.detach_/torch.data Jan 18, 2021

torch.lt/torch.gt/torch.le/torch.ge/torch.ne Jan 14, 2021

BertForQuestionAnswering Jan 14, 2021

Pytorch-create-tensor Jan 07, 2021

batch padding Jan 07, 2021

Python dataclasses Jan 05, 2021

torch.rand/randn/randint Jan 04, 2021

torch.nn.CrossEntropyLoss Jan 04, 2021

Python - typing Jan 04, 2021

Google-android Jan 02, 2021

2020

Python - Generator Dec 30, 2020

Python - Iterable vs Iterator Dec 30, 2020

Python - os Dec 24, 2020

Python Requests Dec 20, 2020

Python Decorator Dec 20, 2020

Python Built-in Functions Dec 18, 2020

CategoricalCrossentropy VS SparseCategoricalCrossentropy Dec 09, 2020

tf.not_equal/reduce_any/boolean_mask Dec 03, 2020

Python - list.index Dec 03, 2020

tf.broadcast_to Nov 23, 2020

tf.concat/split/stack Nov 23, 2020

tf.transpose/expand_dims/squeeze Nov 23, 2020

tf.math Nov 23, 2020

Convert pytorch checkpoint to tensorflow2 Nov 19, 2020

CMRC Metric Nov 19, 2020

2020 JD Multimodal Dialogue Challenge Nov 03, 2020

Deploy model in production Sep 23, 2020

NLP Resources Jul 26, 2020

Pytorch Transformer Jul 22, 2020

Pytorch contiguous Jul 21, 2020

【NLP】Teacher Forcing Jul 11, 2020

Pytorch distributed train Jun 25, 2020

Iterator Jun 11, 2020

【RL】Reinforcement Learning May 21, 2020

A* Heuristic Algorithm May 20, 2020

Sort May 19, 2020

C++ May 09, 2020

LinkedList May 09, 2020

【RL】Q Learning May 06, 2020

Algorithm Apr 28, 2020

【RL】User Simulator Apr 13, 2020

Backtracking Apr 09, 2020

NLP Attention Mar 28, 2020

【NLP】BERT Mar 28, 2020

【NLP】ELMo Mar 24, 2020

【RL】Policy Gradient Mar 12, 2020

【NLP】RASA Issues Mar 11, 2020

CNN Mar 10, 2020

Deploy my blog quickly Mar 08, 2020

【NLP】RASA Dialogue Transformers Mar 06, 2020

【NLP】RASA Featurizer Mar 05, 2020

【NLP】Embedding Jan 23, 2020

【NLP】GlobalAveragePooling1D Jan 23, 2020

Cross Validation-CV Jan 18, 2020

2019

Docker Dec 23, 2019

Conda Dec 22, 2019

Logistic Regression Dec 07, 2019

Spark Jul 20, 2019

Spark Partitions with Coalesce and Repartition Jul 19, 2019

Scala Tips Jul 17, 2019

Spark Tips Jul 16, 2019

Scala Collection Jul 12, 2019

Automated Feature Engineering: Featuretools Jul 02, 2019

PCA Jul 01, 2019

SQLite Full-text Search Jun 26, 2019

L1 and L2 Regularization Jun 23, 2019

Bias vs Variance Jun 22, 2019

Topological Sorting Jun 18, 2019

Breadth First Search Jun 16, 2019

GBDT Jun 08, 2019

Dynamic Programming Jun 01, 2019

Closure May 24, 2019

Passing a function as an argument: Lambda Function May 23, 2019

Using groupBy on multiple columns May 23, 2019

Python Object and Reference Apr 26, 2019

Cygwin Apr 24, 2019

Case Class vs Class Apr 17, 2019

Singleton & Companion Object Apr 17, 2019

Binary Tree Apr 15, 2019

Auto-generated subtitles for any video Apr 13, 2019

Using loguru and notifiers instead of logging Apr 12, 2019

Checking DataFrame/Series missing values Apr 12, 2019

Python email Mar 28, 2019

Python logging Mar 28, 2019

Spark SQL Join Mar 21, 2019

Spark: Shuffling and Partitioning Mar 11, 2019

Scala with Gradle in Intellij Feb 28, 2019

Debugging Spark Application Feb 26, 2019

Linux Jan 25, 2019

Scala Jan 13, 2019

Spark RDD Jan 03, 2019

BackTracking Jan 01, 2019

Binary Search Jan 01, 2019

Dynamic Programming Jan 01, 2019

Graph Jan 01, 2019

Tree: 算法之源 Jan 01, 2019

2018

Adaboost Dec 05, 2018

CART Dec 04, 2018

Information Theory Dec 03, 2018

Data Structure and Algorithm in Python Nov 17, 2018

Hexo blog sync and migration Oct 13, 2018

Vim Oct 04, 2018

Building Python Package with Pybuilder Oct 03, 2018

Git Oct 03, 2018

Keeping a fork synced with the origin repo Sep 16, 2018