So i just finished with it and i have the same issue again. 

These are the logs from within the project : immich_redis             | 1:M 10 Jul 2025 09:40:56.679 # WARNING Memory overcommit must be enabled! Without it, a background save or replication may fail under low memory condition. Being disabled, it can also cause failures without low memory condition, see https://github.com/jemalloc/jemalloc/issues/1328. To fix this issue add 'vm.overcommit_memory = 1' to /etc/sysctl.conf and then reboot or run the command 'sysctl vm.overcommit_memory=1' for this to take effect.
immich_redis             | 1:M 10 Jul 2025 09:40:56.679 * oO0OoO0OoO0Oo Valkey is starting oO0OoO0OoO0Oo
immich_redis             | 1:M 10 Jul 2025 09:40:56.679 * Valkey version=8.1.2, bits=64, commit=00000000, modified=0, pid=1, just started
immich_redis             | 1:M 10 Jul 2025 09:40:56.679 # Warning: no config file specified, using the default config. In order to specify a config file use valkey-server /path/to/valkey.conf
immich_redis             | 1:M 10 Jul 2025 09:40:56.680 * monotonic clock: POSIX clock_gettime

immich_redis             | 1:M 10 Jul 2025 09:40:56.680 * Running mode=standalone, port=6379.
immich_redis             | 1:M 10 Jul 2025 09:40:56.681 * Server initialized

immich_redis             | 1:M 10 Jul 2025 09:40:56.681 * Ready to accept connections tcp

immich_machine_learning  | [07/10/25 09:41:34] INFO     Starting gunicorn 23.0.0                           
immich_machine_learning  | [07/10/25 09:41:34] INFO     Listening at: http://[::]:3003 (8)                 
immich_machine_learning  | [07/10/25 09:41:34] INFO     Using worker: immich_ml.config.CustomUvicornWorker 
immich_machine_learning  | [07/10/25 09:41:34] INFO     Booting worker with pid: 9                         
immich_machine_learning  | [07/10/25 09:41:56] INFO     Started server process [9]                         
immich_machine_learning  | [07/10/25 09:41:56] INFO     Waiting for application startup.      
             
immich_machine_learning  | [07/10/25 09:41:56] INFO     Created in-memory cache with unloading after 300s  
immich_machine_learning  |                              of inactivity.                                     
immich_machine_learning  | [07/10/25 09:41:56] INFO     Initialized request thread pool with 6 threads.    
immich_machine_learning  | [07/10/25 09:41:56] INFO     Application startup complete.