first version of clarin poslish roberta based on kgr10 dataset

.idea/.gitignore

@@ -0,0 +1,10 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Datasource local storage ignored files
+/../../../../../:\github\clarin\roberta-polish-v1\.idea/dataSources/
+/dataSources.local.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Zeppelin ignored files
+/ZeppelinRemoteNotebooks/

.idea/deployment.xml

@@ -0,0 +1,112 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="PublishConfigData" remoteFilesAllowedToDisappearOnAutoupload="false">
+    <serverData>
+      <paths name="4320">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-ACI-ML-4468.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-aci-ml-3506-test.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-aci-ml-3506.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-aci-ml-4235.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-aci-ml-4320.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-aci-ml-4329.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-laugustyniak-2.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-feature-laugustyniak.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aci-user@jenkins-devbox-niedakh2.spokenlabs.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="aihub">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="giustu@192.168.1.45:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="laugustyniak@oxygen.engine.kdm.wcss.pl:22 key">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="laugustyniak@thorium.engine.kdm.wcss.pl:22">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+      <paths name="laugustyniak@thorium.engine.kdm.wcss.pl:22 key">
+        <serverdata>
+          <mappings>
+            <mapping local="$PROJECT_DIR$" web="/" />
+          </mappings>
+        </serverdata>
+      </paths>
+    </serverData>
+  </component>
+</project>

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,88 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="Eslint" enabled="true" level="WARNING" enabled_by_default="true" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="52">
+            <item index="0" class="java.lang.String" itemvalue="scipy" />
+            <item index="1" class="java.lang.String" itemvalue="tornado" />
+            <item index="2" class="java.lang.String" itemvalue="joblib" />
+            <item index="3" class="java.lang.String" itemvalue="scikit-learn" />
+            <item index="4" class="java.lang.String" itemvalue="nltk" />
+            <item index="5" class="java.lang.String" itemvalue="more-itertools" />
+            <item index="6" class="java.lang.String" itemvalue="streamlit" />
+            <item index="7" class="java.lang.String" itemvalue="numpy" />
+            <item index="8" class="java.lang.String" itemvalue="requests" />
+            <item index="9" class="java.lang.String" itemvalue="srsly" />
+            <item index="10" class="java.lang.String" itemvalue="pandas" />
+            <item index="11" class="java.lang.String" itemvalue="tqdm" />
+            <item index="12" class="java.lang.String" itemvalue="fastapi" />
+            <item index="13" class="java.lang.String" itemvalue="spacy" />
+            <item index="14" class="java.lang.String" itemvalue="seaborn" />
+            <item index="15" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="16" class="java.lang.String" itemvalue="bokeh" />
+            <item index="17" class="java.lang.String" itemvalue="uvicorn" />
+            <item index="18" class="java.lang.String" itemvalue="xlrd" />
+            <item index="19" class="java.lang.String" itemvalue="gensim" />
+            <item index="20" class="java.lang.String" itemvalue="protobuf" />
+            <item index="21" class="java.lang.String" itemvalue="py2cytoscape" />
+            <item index="22" class="java.lang.String" itemvalue="pydot" />
+            <item index="23" class="java.lang.String" itemvalue="jellyfish" />
+            <item index="24" class="java.lang.String" itemvalue="visJS2jupyter" />
+            <item index="25" class="java.lang.String" itemvalue="preshed" />
+            <item index="26" class="java.lang.String" itemvalue="ntwulf" />
+            <item index="27" class="java.lang.String" itemvalue="tensorflow" />
+            <item index="28" class="java.lang.String" itemvalue="jupyter" />
+            <item index="29" class="java.lang.String" itemvalue="pyvis" />
+            <item index="30" class="java.lang.String" itemvalue="summa" />
+            <item index="31" class="java.lang.String" itemvalue="sentencepiece" />
+            <item index="32" class="java.lang.String" itemvalue="smart-open" />
+            <item index="33" class="java.lang.String" itemvalue="Flask" />
+            <item index="34" class="java.lang.String" itemvalue="python-rake" />
+            <item index="35" class="java.lang.String" itemvalue="pytest" />
+            <item index="36" class="java.lang.String" itemvalue="backoff" />
+            <item index="37" class="java.lang.String" itemvalue="PyHamcrest" />
+            <item index="38" class="java.lang.String" itemvalue="plac" />
+            <item index="39" class="java.lang.String" itemvalue="plotly" />
+            <item index="40" class="java.lang.String" itemvalue="altair" />
+            <item index="41" class="java.lang.String" itemvalue="tensorboard" />
+            <item index="42" class="java.lang.String" itemvalue="toolz" />
+            <item index="43" class="java.lang.String" itemvalue="murmurhash" />
+            <item index="44" class="java.lang.String" itemvalue="textblob" />
+            <item index="45" class="java.lang.String" itemvalue="attrs" />
+            <item index="46" class="java.lang.String" itemvalue="transformers" />
+            <item index="47" class="java.lang.String" itemvalue="torch-1.6.0" />
+            <item index="48" class="java.lang.String" itemvalue="networkx" />
+            <item index="49" class="java.lang.String" itemvalue="mlflow" />
+            <item index="50" class="java.lang.String" itemvalue="pygraphviz" />
+            <item index="51" class="java.lang.String" itemvalue="wordcloud" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8Inspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="E402" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N801" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyStubPackagesAdvertiser" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <list>
+          <option value="pyspark-stubs==3.0.0.post1" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="TsLint" enabled="true" level="WARNING" enabled_by_default="true" />
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/roberta-polish-v1.iml" filepath="$PROJECT_DIR$/.idea/roberta-polish-v1.iml" />
+    </modules>
+  </component>
+</project>

.idea/roberta-polish-v1.iml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

README.md

@@ -0,0 +1,13 @@
+# Polish RoBERTa 
+
+The model pre-trained on KGR10 corpora.
+
+More about model at [CLARIN-dspace](https://huggingface.co/clarin/roberta-polish-v1)
+
+## Usage
+
+## Huggingface model hub
+
+## Acknowledgments
+
+[CLARIN-PL and CLARIN-BIZ project](https://clarin-pl.eu/) 

config.json

@@ -0,0 +1,23 @@
+{
+  "architectures": [
+    "RobertaForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "relative_key_query",
+  "type_vocab_size": 1,
+  "vocab_size": 52000
+}

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e23207c71c1f2a059cd1a793100ad09635b346336df7c77bfd41aa71f4cb9350
+size 1014694460

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8b60322deba22185b84526317ee882cbebe8bcef59004247d8eb167c1777d23
+size 507376066

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d0a696788deedd759a347b260c92c0c4099e4a6ec6763dce132057154354c93
+size 623

special_tokens_map.json

@@ -0,0 +1 @@
+{"bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "unk_token": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "sep_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "pad_token": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "cls_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true}}

tokenizer_config.json

@@ -0,0 +1 @@
+{"unk_token": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": false, "errors": "replace", "sep_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "cls_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "pad_token": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "max_len": 512, "special_tokens_map_file": null, "name_or_path": "/home/clarin/workspace/tokenizer"}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:daabfc4379e9b766a7342f91f3d30f870a9eaa6fa302fd58371e3465f3cdea3f
+size 1903