DataSci Ocean
Posts Tags Categories
English
DataSci Ocean

All Posts

2024

Python's Small Integer Cache: Faster Code with a Hidden Trick 10-03
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs 07-29
Better & Faster Large Language Models via Multi-token Prediction 07-18
Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning 07-08
GAIA: A Benchmark for General AI Assistants 06-27
ChatEval: Towards Better LLM-Based Evaluators Through Multi-Agent Debate 06-23
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM 04-24
Sparse Upcycling: MoE from Dense Checkpoints 04-10
The 3 Stages of LLM Training: A Deep Dive into Reinforcement Learning from Human Feedback (RLHF) 02-27
DPO：Direct Preference Optimization 02-27

2023

From BERTology to PEFT: Notes on an AACL 2022 Tutorial 09-01
Secure Your Lightsail WordPress Site: A Step-by-Step Guide to Free SSL with Let's Encrypt 08-04
How to Connect a Custom Domain to Your AWS Lightsail WordPress Site 08-03
WordPress Backup and Migration Guide: How to Manually Restore Your Site on a New Server 08-02
Build a WordPress Site on AWS Lightsail: The Complete Guide From Scratch 08-01
Computer Architecture vs Computer Organization 06-22
Building an Image Classifier with PyTorch's ResNet 06-12
Unlock Your ONNX Models: Advanced Shape Inference & Profiling with onnx-tool 06-11
A Beginner's Guide to Yarn: The Fast and Secure Alternative to NPM 06-07
Running PyTorch on Apple Silicon: Enabling M1 GPU Training 05-18