Nvidia :unable to recognize any device drivers

I am facing this issue since 3 days, i have uninstalled nvidia drivers and reinstalled again and tried searching for many answers, i could not find one satisfactory response

i tried nvidia-smi to check my GPU drivers but my system is unable to recognize them,i don't understand the problem with my installation, could some one suggest me a way to resolve this issue.

uname -a
Linux dev-Lenovo-Legion-5-15ARH05 5.8.0-63-generic #71~20.04.1-Ubuntu SMP Thu Jul 15 17:46:08 UTC 2021 x86_64 x86_64 x86_64 GNU/Linux

LSB modules output :

lsb_release -a
No LSB modules are available.
Distributor ID: Ubuntu
Description:    Ubuntu 20.04.2 LTS
Release:    20.04
Codename:   focal

GPU information :

cat /proc/driver/nvidia/gpus/0000\:01\:00.0/information
Model:       GeForce GTX 1650
IRQ:         91
GPU UUID:    GPU-e40be3a1-7830-6e15-7330-30fd6a28ae8f
Video BIOS:      ??.??.??.??.??
Bus Type:    PCIe
DMA Size:    47 bits
DMA Mask:    0x7fffffffffff
Bus Location:    0000:01:00.0
Device Minor:    0
Blacklisted:     No

Drivers installed :

lspci -k | grep -EA3 'VGA|3D|Display'
01:00.0 VGA compatible controller: NVIDIA Corporation Device 1f99 (rev a1)
    Subsystem: Lenovo Device 3a3f
    Kernel driver in use: nvidia
    Kernel modules: nvidiafb, nouveau, nvidia_drm, nvidia
--
05:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Renoir (rev c7)
    Subsystem: Lenovo Renoir
    Kernel driver in use: amdgpu
    Kernel modules: amdgpu

output of nvidia-smi

nvidia-smi
No devices were found

Nvidia installations :

nvidia_uvm           1011712  0
nvidia_drm             53248  0
nvidia_modeset       1228800  1 nvidia_drm
nvidia              34168832  2 nvidia_uvm,nvidia_modeset
drm_kms_helper        217088  2 amdgpu,nvidia_drm
nvidiafb               53248  0
vgastate               20480  1 nvidiafb
fb_ddc                 16384  1 nvidiafb
i2c_algo_bit           16384  2 nvidiafb,amdgpu
drm                   552960  22 gpu_sched,drm_kms_helper,amdgpu,nvidia_drm,ttm

Ubuntu device drivers :

sudo ubuntu-drivers devices
[sudo] password for dev: 
== /sys/devices/pci0000:00/0000:00:01.1/0000:01:00.0 ==
modalias : pci:v000010DEd00001F99sv000017AAsd00003A43bc03sc00i00
vendor   : NVIDIA Corporation
driver   : nvidia-driver-450-server - distro non-free
driver   : nvidia-driver-470 - third-party non-free
driver   : nvidia-driver-460 - distro non-free recommended
driver   : nvidia-driver-460-server - distro non-free
driver   : xserver-xorg-video-nouveau - distro free builtin

That command below is just a tip to save time running the solution given by Utkarsh Chandra Srivastava.

It will generate the purge command for all package listed:

sudo dpkg -l | grep nvidia | awk '{ print $2 }' | awk -F: '{ print $1 }' | xargs -I % echo 'sudo dpkg -r %'

The result will be like this:

sudo dpkg -r libnvidia-cfg1-470
sudo dpkg -r libnvidia-common-470
...
sudo dpkg -r libnvidia-compute-470
sudo dpkg -r libnvidia-compute-470
sudo dpkg -r xserver-xorg-video-nvidia-470

Then you just need to check it and copy & paste into the terminal to purge the packages.