Jingbiao's Blog

3-minute Pitch: Retrieval Guided Contrastive Learning for Hateful Memes Detection

Hateful memes are captioned images promoting hostility towards specific social groups. Most hateful memes detection systems are logistic classifiers built on the embedding space of pre-trained visu...

Posted by Jingbiao on November 15, 2023, 4 minutes to read

Sunset in Cambridge at Parkers Pieces

Parkers Pieces, Cambridge

Posted by Jingbiao on June 30, 2023, Less than 1 minute to read

Deploy Outline on Synology NAS

Docker images to use To deploy Outline, we need to use docker-compose to run and configure several docker images. The images we need to use are the main Outline image outlinewiki/outline:latest and...

Posted by Jingbiao on June 10, 2023, Less than 1 minute to read

Faiss-GPU

Faiss-GPU library import To use Faiss-GPU, you need to import torch before faiss. Otherwise, you will get an error like this when you are trying to use faiss gpu_index = faiss.index_cpu_to_gpu(res,...

Posted by Jingbiao on May 17, 2023, 4 minutes to read

Deploy Opensource Multimodal Large Language Models

LLaVA, MiniGPT4,...

LLaVA Project Page Paper Demo Data Model running the server python -m llava.serve.model_worker –host 0.0.0.0 –controller http://localhost:10000 –port 40000 –worker http://localhost:40000 –model-pa...

Posted by Jingbiao on April 10, 2023, Less than 1 minute to read

Deploy LLM on any device

Running LLaMA and LLaMA based models on your workstation, or your laptop, or even on your Synology NAS

Ubuntu Docker setup for Synology NAS Install Docker on Synology NAS as add-on package Tutorial here Open Package Center Search Docker Install Docker D...

Posted by Jingbiao on April 10, 2023, 4 minutes to read

The morning after the snow in Cambridge

Jesus Green, Cambridge St John’s College, Cambridge King’s College, Cambridge ————- Parker’s Piece, Cambridge

Posted by Jingbiao on December 13, 2022, 1 minute to read

A night of snow in Cambridge

Parkers Pieces, Cambridge Trumpington Street, Cambridge Peterhouse, Cambridge

Posted by Jingbiao on December 12, 2022, Less than 1 minute to read

4F8 Revisions

Image processing and coding

Frequency responses for image processing Typical questions: What is the effect of windowing on the frequency response of a filter? Directly taking the inverse Fourier Transform for ideal freque...

Posted by Jingbiao on April 11, 2022, 2 minutes to read

4F14 Revisions

Computer systems

ISA Load-store instruction set architecture It is an example of GPR (General Purpose Register) architecture. The operands for the arithmetic and logic operation must be registers not memory addres...

Posted by Jingbiao on April 11, 2022, 7 minutes to read