2.9 KiB
RKNN
Installing RKNN LLM and RKNN Toolkit 2
Réf. : https://github.com/Pelochus/ezrknpu
sudo apt install cmake g++ make libgl1 libglx-mesa0 -y
cd /mnt/data
sudo curl https://raw.githubusercontent.com/Pelochus/ezrknpu/main/install.sh | sudo bash
Test run
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/Pelochus/qwen-1_8B-rk3588 # Running git lfs pull after is usually better
cd qwen-1_8B-rk3588 && git lfs pull # Pull model
rkllm qwen-chat-1_8B.rkllm # Run!
Installation of Miniforge3
wget -c https://github.com/conda-forge/miniforge/releases/download/24.9.0-0/Miniforge3-24.9.0-0-Linux-aarch64.sh
chmod 777 Miniforge3-24.9.0-0-Linux-aarch64.sh
bash Miniforge3-24.9.0-0-Linux-aarch64.sh
Create RKLLM-Toolkit Conda Environment
source ~/miniforge3/bin/activate
conda create -n RKLLM-Toolkit python=3.8
#
# To activate this environment, use
#
# $ conda activate RKLLM-Toolkit
#
# To deactivate an active environment, use
#
# $ conda deactivate
conda activate RKLLM-Toolkit
Install RKLLM-Toolkit
pip3 install rkllm_toolkit-x.x.x-cp38-cp38-linux_x86_64.whl
Install OpenCL
Download the ARM Mali GPU blob from rockchip's repository and put it into /usr/lib/ as follows. And install the firmware for the GPU if not already installed.
cd /usr/lib && sudo wget https://github.com/JeffyCN/mirrors/raw/libmali/lib/aarch64-linux-gnu/libmali-valhall-g610-g6p0-x11-wayland-gbm.so
cd /lib/firmware && sudo wget https://github.com/JeffyCN/mirrors/raw/libmali/firmware/g610/mali_csffw.bin
Add the Mali GPU blob to the OpenCL ICD config file as follows;
sudo apt install mesa-opencl-icd clinfo
On Ubuntu, you may get not found errors, especially huawei links. Ignore them. It looks OK. Proceed with the followings;
sudo mkdir -p /etc/OpenCL/vendors
echo "/usr/lib/libmali-valhall-g610-g6p0-x11-wayland-gbm.so" | sudo tee /etc/OpenCL/vendors/mali.icd
Set the dependencies of the Mali OpenCL as follows;
sudo apt install libxcb-dri2-0 libxcb-dri3-0 libwayland-client0 libwayland-server0 libx11-xcb1
Now you can run "clinfo" to check whether OpenCL is working.
clinfo...
Check whether some dependencies are missing using ldd command as follows;
ldd /usr/lib/libmali-valhall-g610-g6p0-x11-wayland-gbm.so
Create Symbolic Link for libOpenCL.so
The directory "/usr/lib/aarch64-linux-gnu/" will have "libOpenCL.so.1.0.0". But no "libOpenCL.so" file. In this case, create a symbolic link as follows. You need to log into root account to create this, say, "su -";
cd /usr/lib/aarch64-linux-gnu/ && sudo ln -s libOpenCL.so.1.0.0 libOpenCL.so
Copying OpenCL "CL" Folder into "/usr/include"
cd ~/ && wget https://www.roselladb.com/download/CLv3.zip
unzip CLv3.zip
sudo cp -r CL /usr/include
sudo reboot