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DuaSPHysics Cell Division Code Structure

DuaSPHysics Cell Division Code Structure

Try to straight up the cell division part of DuaSPHysics's tricky code. A structure map is shown. Class inheriting JSphGpuSingle::Run ConfigCellDivision(); void J
2023-08-17
#CUDA
Build and train an opensource chatGPT locally

Build and train an opensource chatGPT locally

This is a conclusion of the last 5 blog, showing the key process of building and optimizing a chat bot backended by open source large language model.
2023-04-18
#deep learning #llama
Possible applications on Car industry of the language model

Possible applications on Car industry of the language model

A collection of possible applications of language models, including car design for now.
2023-04-14
#deep learning #llama
scale up and benchmark the language model

scale up and benchmark the language model

The process to further improve the current alpaca model by scaling the model to more parameters. A detailed cross-benchmark among 7B, 13B, 30B, chatGPT is followed.
2023-04-12
#deep learning #llama
Improve the chatbot

Improve the chatbot

The process to further improve the current alpaca model with larger datasets.
2023-04-02
#deep learning
Chinese chatbot summary

Chinese chatbot summary

A collection of recent models variants from llama/alpaca that can be considered later, including the Chinese chatbot.
2023-04-01
#deep learning
Fine tuning chatbot

Fine tuning chatbot

This is a process of optimizing the chat bot that I just build in last blog. We first make the model more like chatGPT by few shot learning, then we fine tune the model follow Stanford's
2023-03-30
#deep learning
build a chatbot backended by Meta LLaMA

build a chatbot backended by Meta LLaMA

A castrated version of chatGPT is built backended by LLaMA, Meta's leaked large language model. Vue.js and flask is used for front-end and backend, and axios is used for HTTP requests.
2023-03-22
#deep learning
WNPS user's guide

WNPS user's guide

This is a brief user’s guide of the Wind Noise Prediction Software (WNPS). This project aimed to predict the wind noise propagation paths of the holes & gaps and provide guidance for
2023-02-24
#manual
test GPU server multiGPU performance

test GPU server multiGPU performance

Following last blog, a benchmark is performed on 8 Nvidia A800 GPU server. The P2P bandwidth and multi GPU performance of N-body problem are tested.
2023-02-01
#CUDA
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