diff --git a/README.md b/README.md
index af8e2451977b4a3309a093902e296482be60cbcb..203d83e0559448d18b7157a4aa83e2863897fa66 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,10 @@ docker build . -t "wsd-pl"
 # start
 ```
 docker run -d --restart=always -v /samba:/samba \
-	[-v $(pwd)/config.ini:/worker/config.ini] wsd-pl
+	-v $(pwd)/CONFIG_INI:/worker/config.ini wsd-pl
 ```
-Config file is optional - pass it only if it differs from default one.
+where *CONFIG_INI* represents name of config for service and can be:
+*config_pl.ini* of *config_en.ini*.
+
+If you need custom config file for tool, you can also pass it to the container
+and reference it in config.ini.
diff --git a/config_en.ini b/config_en.ini
new file mode 100644
index 0000000000000000000000000000000000000000..006dfcddabeec67514ff820a766a62b30128aa5f
--- /dev/null
+++ b/config_en.ini
@@ -0,0 +1,23 @@
+[service]
+tool = wsden
+
+root = /samba/requests/
+rabbit_host =10.17.0.85
+rabbit_user =clarin
+rabbit_password =clarin123
+
+[tool]
+workers_number = 10
+config_file = /home/worker/src/default_en.ini
+model_dir = /home/worker/models
+model_filename = merged_graph.xml.gz
+model_url = http://minio.clarin-pl.eu/public/models/wosedon/kb-25022020.zip
+
+
+[logging]
+port = 9996
+local_log_level = DEBUG
+
+[logging_levels]
+__main__ = DEBUG
+wsd_worker = DEBUG
diff --git a/config.ini b/config_pl.ini
similarity index 63%
rename from config.ini
rename to config_pl.ini
index ee21ecfacf87d92d6fec8302effd76f1b0276476..7b7e770b3dfc0e1df05f387cf179bd4afcfe6e98 100644
--- a/config.ini
+++ b/config_pl.ini
@@ -8,8 +8,10 @@ rabbit_password =clarin123
 
 [tool]
 workers_number = 10
-config_file = /home/worker/src/default.ini
+config_file = /home/worker/src/default_pl.ini
 model_dir = /home/worker/models
+model_filename = merged_graph.xml.gz
+model_url = http://minio.clarin-pl.eu/public/models/wosedon/kb-25022020.zip
 
 
 [logging]
diff --git a/entrypoint.sh b/entrypoint.sh
index 6b34340404c8b138dcf6be94b26813d9c498ac14..5d7af39601aeff1bd28a65e3bdd839444c7744d7 100644
--- a/entrypoint.sh
+++ b/entrypoint.sh
@@ -1,17 +1,42 @@
 #!/bin/sh
+# Script downloads models defined in config file and starts worker. 
+# Script should be called inside a container.
 
-cd /home/worker
+config_file='/home/worker/config.ini'
 
-if [ ! -d models ]; then
-    mkdir models
+# Simple function to retireve value for given key from ini file.
+# Note that key should be unique, it does not handle sections
+get_ini_value()
+{
+    ini_file_path="$1"
+    ini_key="$2"
+    ini_val=$(grep "$ini_key" "$ini_file_path" | sed 's/ *= */=/g' \
+        | awk -F '=' '{print $2}' | sed 's/ *$//')
+    echo "$ini_val"
+}
+
+
+if [ ! -f "$config_file" ]; then
+	echo "ERROR: Config file '$config_file' not found!"
+	exit 1
 fi
 
-cd models
-if [ ! -f "merged_graph.xml.gz" ]; then
-    echo "Downloading a model..."
-    wget wget http://minio.clarin-pl.eu/public/models/wosedon/kb-25022020.zip
-    unzip kb-25022020.zip; rm kb-25022020.zip
+model_dir=$(get_ini_value "$config_file" "model_dir")
+if [ ! -d "$model_dir" ]; then
+    mkdir "$model_dir"
+fi
+
+cd "$model_dir"
+model_dir=$(get_ini_value "$config_file" "model_dir")
+model_filename=$(get_ini_value "$config_file" "model_filename")
+model_url=$(get_ini_value "$config_file" "model_url")
+
+if [ ! -f "model_filename" ]; then
+    echo "Downloading a model '$model_filename' from '$model_url' ..."
+    remote_model_name="$model_filename"'.zip'  # assuming it is a zip archive
+    wget -O "$remote_model_name" "$model_url"
+    unzip "$remote_model_name"; rm "$remote_model_name"
     echo "Done!"
 fi
 
-cd /home/worker && python3.6 main.py
\ No newline at end of file
+cd /home/worker && python3.6 main.py
diff --git a/src/default_en.ini b/src/default_en.ini
new file mode 100644
index 0000000000000000000000000000000000000000..e8eaf93cf97a1d45950c51a4bfc40b68c50e190d
--- /dev/null
+++ b/src/default_en.ini
@@ -0,0 +1,102 @@
+[wosedon]
+; disambiguation context
+context = SlidingSentenceWindow
+; builders
+gbuilders = SynsetGraphBuilder LexicalUnitGraphBuilder UniversalBuilder
+; how to merge the graphs
+mergers = SynsetsLUMerger2 UniversalMerger
+; finally, our algorithm
+wsdalgorithm = GTPPR
+; heuristic change of the final ranking after WSD
+rerankers = 
+; edge weights
+weights = dynamic:1.0
+ universal_0:1.0
+ l182:1.0
+ l195:1.0
+ l184:1.0
+ l186:1.0
+ l188:1.0
+ l183:1.0
+ l187:1.0
+ l185:1.0
+ l191:1.0
+ l194:1.0
+ l192:1.0
+ s179:1.0
+ s178:1.0
+ s209:1.0
+ s171:1.0
+ s173:1.0
+ s172:1.0
+ s175:1.0
+ s174:1.0
+ s177:1.0
+ s176:1.0
+ s207:1.0
+ s206:1.0
+ s205:1.0
+ s204:1.0
+ s203:1.0
+ s202:1.0
+ s201:1.0
+ s200:1.0
+ s223:1.0
+ s208:1.0
+ s197:1.0
+ s196:1.0
+ s195:1.0
+ s194:1.0
+ s193:1.0
+ s192:1.0
+ s191:1.0
+ s190:1.0
+ s199:1.0
+ s198:1.0
+ s210:1.0
+ l170:1.0
+ s222:1.0
+ s184:1.0
+ s185:1.0
+ s186:1.0
+ s187:1.0
+ s180:1.0
+ s181:1.0
+ s182:1.0
+ s183:1.0
+ s188:1.0
+ s189:1.0
+
+use_weights = False
+
+[wosedon:rerank_options]
+percentage_diff = 10
+
+[wosedon:resources]
+kb_graph_file = %(resources_dir)s/kb-24092019/graph
+mwe_dict_file = %(resources_dir)s/mwe_en.xml
+expansion_sources = /mnt/lvm_work/REPOS/wosedon/wosedon/gbuilders/devel/kbexp
+; expansion = %(expansion_sources)s/autoextend/ae-enwn.txt;
+; expansion = %(expansion_sources)s/wikipedia/gloss_with_semcor-o-b.plwn.idf;
+expansion = non-existing-source.txt
+
+tagset = spacy
+
+[wosedon:build_options]
+unique_edges = False
+directed_graphs = True
+accept_pos = 5 6 7 8
+base_only = True
+window = 0
+
+[wosedon:wsd_alg]
+epsilon = 0.05
+rw_iter = 200
+
+damping_factor = 0.85
+max_iter = 25
+
+algorithm_sources = /mnt/lvm_work/REPOS/wosedon/wosedon/algorithms/devel/mixins/resources
+alpha = 0.5
+sensefreq = %(algorithm_sources)s/pwn.sf
+patterns  = %(algorithm_sources)s/patterns.txt
diff --git a/src/default.ini b/src/default_pl.ini
similarity index 100%
rename from src/default.ini
rename to src/default_pl.ini