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knox / LLaMA-Factory-3.sh

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1	pip install --upgrade huggingface_hub
2	huggingface-cli login

knox / LLaMA-Factory-2.md

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Approach
Full-tuning
Freeze-tuning
LoRA
QLoRA


Pre-Training
✅
✅
✅
✅

Supervised Fine-Tuning
✅
✅
✅
✅

Reward Modeling
✅
✅
✅
✅

PPO Training
✅
✅
✅
✅

DPO Training
✅
✅
✅
✅

KTO Training
✅
✅
✅
✅

ORPO Training
✅
✅
✅
✅

SimPO Training
✅
✅
✅
✅

Approach	Full-tuning	Freeze-tuning	LoRA	QLoRA
Pre-Training	✅	✅	✅	✅
Supervised Fine-Tuning	✅	✅	✅	✅
Reward Modeling	✅	✅	✅	✅
PPO Training	✅	✅	✅	✅
DPO Training	✅	✅	✅	✅
KTO Training	✅	✅	✅	✅
ORPO Training	✅	✅	✅	✅
SimPO Training	✅	✅	✅	✅

knox / LLaMA-Factory-1.md

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Model	Model size	Template
Baichuan 2	7B/13B	baichuan2
BLOOM/BLOOMZ	560M/1.1B/1.7B/3B/7.1B/176B	-
ChatGLM3	6B	chatglm3
Command R	35B/104B	cohere
DeepSeek (Code/MoE)	7B/16B/67B/236B	deepseek
Falcon	7B/11B/40B/180B	falcon
Gemma/Gemma 2/CodeGemma	2B/7B/9B/27B	gemma
GLM-4	9B	glm4

knox / Deep-Live-Cam-27.sh

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1	sudo apt-get -y install cuda-toolkit-11-8

knox / Deep-Live-Cam-26.sh

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1	/usr/local/cuda/bin/nvcc --version

knox / Deep-Live-Cam-25.sh

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1	[ONNXRuntimeError] : 1 : FAIL : Failed to load library [libonnxruntime_providers_cuda.so](http://libonnxruntime_providers_cuda.so/) with error: libcufft.so.10: cannot open shared object file: No such file or directory

knox / Deep-Live-Cam-24.sh

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1	sudo udevadm control --reload-rules && sudo udevadm trigger

knox / Deep-Live-Cam-23.sh

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1	KERNEL=="video[0-9]*", GROUP="video", MODE="0660"

knox / Deep-Live-Cam-22.sh

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Last active 1728782942

1	sudo nano /etc/udev/rules.d/81-webcam.rules

knox / Deep-Live-Cam-21.sh

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Last active 1728782901

1	sudo usermod -a -G video $USER
2	sudo chgrp video /dev/video0 /dev/video1
3	sudo chmod 660 /dev/video0 /dev/video1