Yesterday, I developed a model merging program. This time I have no enough gpu memory to merge the models in only one time, so I tried to merge layer by layer. I found the memory of GPU is easily to release but CPU didn’t.
Read More »[PyTorch] Release GPU / CPU Memory After Delete Model
/bin/bash: warning: shell level (1000) too high, resetting to 1
Today I was reading the training source code of DreamBooth, and I found the tempfile built-in module; I happened to reconstruct a script for model’s layer merging, suddenly thought that the module would make the code more elegant, so I made this note.
DPO (Direct Preference Optimization) is a fine-tuning method that want to replace RLHF (Reinforcement Learning from Human Feedback).
Read More »Direct Preference Optimization (DPO) Training Note
HuggingFace has published an article stating that the current LLM is best trained according to the ChatML format. In normal case, it will be generated according to three different roles of system, user and assistant. The format is as follows:
Read More »[Solved] Mistral Cannot Generate eos_token `<|im_end|>` After SFTTrainer Fine-tuning Today I installed pyaudio on my new Linux laptop (a python package for sound recording), I encountered an error I never met:
Read More »[Solved] fatal error: portaudio.h: No such file or directory 9 | #include “portaudio.h” | ^~~~~~~~~~~~~ compilation terminated IPython is a system that provided a interactive interface, it could be integrated with shells or graphical interface; for example we can use ipython (if you had been installed it), or you can use some GUI editor/IDE such as VS Code and PyCharm.
Design a food rating system that can do the following:
Given two strings s and t, return true if t is an anagram of s, and false otherwise.