jfmo 3.0.0

Jellyfin Format Media Organizer

Jellyfin Format Media Organizer

~ JFMO ~

Releases · License

Automatically organizes and renames media files according to Jellyfin's naming conventions. Detects movies vs TV shows, fetches TMDB metadata, and handles transliteration of non-Latin filenames.

Features

• Smart movie vs TV show detection
• TMDB integration for IDs and metadata
• Configurable naming via tokens
• Russian transliteration detection and conversion
• Daemon mode for continuous monitoring

Installation

1. Create a system user and add it to the media group:

sudo groupadd media
sudo useradd --system --no-create-home --shell /usr/sbin/nologin jfmo
sudo usermod -aG media jfmo

Make sure your media directories are owned or readable by the media group:

sudo chown -R :media /data/media
sudo chmod -R g+rw /data/media

2. Set up the config:

Default config path: /etc/jfmo/config.yaml. See config.template.yaml for all options.

sudo mkdir -p /etc/jfmo
sudo vim /etc/jfmo/config.yaml
sudo chown -R jfmo:jfmo /etc/jfmo

Option 1 — pip / pipx

3. Install the package:

sudo pipx install jfmo --global

4. Create the systemd unit /etc/systemd/system/jfmo.service:

[Unit]
Description=Jellyfin Format Media Organizer
After=network.target

[Service]
Type=simple
User=jfmo
Group=media
ExecStart=/usr/local/bin/jfmo daemon
Restart=on-failure
RestartSec=10

[Install]
WantedBy=multi-user.target

5. Enable and start:

sudo systemctl daemon-reload
sudo systemctl enable --now jfmo
sudo systemctl status jfmo

Run once manually (without stopping the daemon):

sudo -u jfmo -g media jfmo run --apply

Option 2 — Docker

See example of docker compose file in docker-compose.template.yaml.

Set user in docker-compose.yaml to the uid:gid of jfmo:media (created above):

id jfmo                # get uid
getent group media     # get gid

1. Set up files:

sudo mkdir -p /opt/jfmo
cd /opt/jfmo
sudo vim docker-compose.yaml

Start as a background daemon (restarts automatically on reboot):

sudo docker compose up -d

Run once manually (e.g. to process a backlog):

# Dry-run preview — no files moved
sudo docker compose run --rm jfmo run

# Apply changes
sudo docker compose run --rm jfmo run --apply

Update

pipx

sudo pipx upgrade jfmo --global
sudo systemctl restart jfmo

Docker

sudo docker compose pull
sudo docker compose up -d

Usage

jfmo run              # dry-run preview (no files moved)
jfmo run --apply      # apply changes
jfmo daemon           # watch downloads directory continuously
jfmo --version

Naming

Available tokens

Token	Description	Example
{title}	Media title	Inception
{year}	Release year	2010
{tmdb_id}	TMDB numeric ID	27205
{quality}	Resolution label	[1080p]
{season}	Season number, zero-padded	01
{episode}	Episode number, zero-padded	04
{source}	Release source	WEB-DL, BluRay, BDRip
{codec}	Video codec	x265, HEVC, AV1
{hdr}	HDR format	HDR10, DV, DoVi
{service}	Streaming service	NF, AMZN, DSNP
{release_group}	Release group name	LostFilm, NOOBDL

Each pattern only accepts a specific subset of tokens:

Pattern (naming.)	Allowed tokens
movie.file	title, year, tmdb_id, quality, source, codec, hdr, service, release_group
tv.folder	title, year, tmdb_id
tv.season	season
tv.file	title, season, episode, quality, source, codec, hdr, service, release_group

Example: before → after

downloads/
├── Severance.S02E02.1080p.mkv
├── The.Accountant.2.2024.2160p.mkv
├── Podslushano.v.Rybinske.S01E01.2160p.mkv   ← Russian transliteration
└── La Casa de Papel 3 - LostFilm [1080p]/

films/
└── The Accountant 2 (2024) [tmdbid-717559] - 2160p.mkv

tv/
├── Severance (2022) [tmdbid-95396]/
│   └── Season 02/
│       └── Severance S02E02 - 1080p.mkv
├── Подслушано в Рыбинске (2024) [tmdbid-245083]/   ← converted to Cyrillic
│   └── Season 01/
│       └── Подслушано в Рыбинске S01E01 - 2160p.mkv
└── La Casa de Papel (2017) [tmdbid-71446]/
    └── Season 03/
        └── La Casa de Papel S03E01 - 1080p.mkv

Transliteration Detection

Most media organizers (Radarr, Sonarr, etc.) cannot handle files where the title is written in Latin-script transliteration of Russian — e.g. Podslushano.v.Rybinske.S01.mkv looks like English but is actually «Подслушано в Рыбинске».

JFMO detects this automatically using a custom character n-gram language model trained to distinguish genuine English titles from Russian titles written in transliteration. When a transliterated title is detected, JFMO converts it back to Cyrillic before searching TMDB — resulting in a correct match instead of a failed lookup.

Podslushano.v.Rybinske.S01E01.mkv
  detected: Russian transliteration
  converted: Подслушано в Рыбинске
  TMDB match: tmdbid-XXXXXX
  → Подслушано в Рыбинске (2024) [tmdbid-XXXXXX]/Season 01/...

The model was trained on a custom dataset of ~2.5M titles (165k Russian + 2.4M English) built specifically for this project, achieving 93% accuracy on a diverse test set of 334 cases.

• Dataset: stafloker/media-transliterated (Kaggle)
• Inspired by: Language Identification for Texts Written in Transliteration

Acknowledgments

• Jellyfin · TMDB · transliterate