diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/config.cfg b/project/backend/spacy-service/spacy_training/output/model-backup/config.cfg
new file mode 100644
index 0000000..be02f9c
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/config.cfg
@@ -0,0 +1,130 @@
+[paths]
+train = null
+dev = null
+vectors = null
+init_tok2vec = null
+
+[system]
+seed = 0
+gpu_allocator = null
+
+[nlp]
+lang = "de"
+pipeline = ["ner"]
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+batch_size = 1000
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy.HashEmbedCNN.v2"
+pretrained_vectors = null
+width = 96
+depth = 4
+embed_size = 2000
+window_size = 1
+maxout_pieces = 3
+subword_features = true
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[training]
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_words.v1"
+discard_oversize = false
+tolerance = 0.2
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+learn_rate = 0.001
+
+[training.score_weights]
+ents_f = 1.0
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/meta.json b/project/backend/spacy-service/spacy_training/output/model-backup/meta.json
new file mode 100644
index 0000000..9526bed
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/meta.json
@@ -0,0 +1,63 @@
+{
+  "lang":"de",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "spacy_version":">=3.8.7,<3.9.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"4b65aa7",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "ner":[
+      "AUSSCH\u00dcTTUNGSRENDITE",
+      "ESFCG",
+      "HHGK",
+      "KENNZAHL",
+      "LAUFZEIT",
+      "LAUFZEIT2",
+      "L\u00c4NDERALLOKATION",
+      "MANAGMENTGEB\u00dcHREN",
+      "RENDITE",
+      "RISIKOPROFIL",
+      "SEKTORENALLOKATION",
+      "TEST",
+      "TEST3",
+      "TEST323",
+      "TEST33",
+      "TEST34",
+      "TEST345",
+      "TEST35",
+      "TEST36",
+      "TEST37",
+      "TEST4",
+      "TEST44",
+      "TEST45",
+      "TEST5",
+      "TEST65",
+      "TEST67",
+      "TEST88",
+      "TEST99",
+      "ZIELAUSSCH\u00dcTTUNG",
+      "ZIELRENDITE",
+      "ZZGER 33"
+    ]
+  },
+  "pipeline":[
+    "ner"
+  ],
+  "components":[
+    "ner"
+  ],
+  "disabled":[
+
+  ]
+}
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/ner/cfg b/project/backend/spacy-service/spacy_training/output/model-backup/ner/cfg
new file mode 100644
index 0000000..6cd11cf
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/ner/cfg
@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":1,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/ner/model b/project/backend/spacy-service/spacy_training/output/model-backup/ner/model
new file mode 100644
index 0000000..3e73eb2
Binary files /dev/null and b/project/backend/spacy-service/spacy_training/output/model-backup/ner/model differ
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/ner/moves b/project/backend/spacy-service/spacy_training/output/model-backup/ner/moves
new file mode 100644
index 0000000..fecd73d
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/ner/moves
@@ -0,0 +1 @@
+��moves��{"0":{},"1":{"KENNZAHL":-1,"RISIKOPROFIL":-2,"AUSSCH\u00dcTTUNGSRENDITE":-3,"LAUFZEIT":-4,"RENDITE":-5,"L\u00c4NDERALLOKATION":-6,"ZIELRENDITE":-7,"ZIELAUSSCH\u00dcTTUNG":-8,"MANAGMENTGEB\u00dcHREN":-9,"SEKTORENALLOKATION":-10,"LAUFZEIT2":-11,"TEST":-12,"TEST3":-13,"TEST4":-14,"TEST5":-15,"TEST34":-16,"TEST35":-17,"TEST36":-18,"TEST37":-19,"HHGK":-20,"TEST67":-21,"ESFCG":-22,"ZZGER 33":-23,"TEST65":-24,"TEST99":-25,"TEST88":-26,"TEST44":-27,"TEST33":-28,"TEST345":-29,"TEST45":-30,"TEST323":-31},"2":{"KENNZAHL":-1,"RISIKOPROFIL":-2,"AUSSCH\u00dcTTUNGSRENDITE":-3,"LAUFZEIT":-4,"RENDITE":-5,"L\u00c4NDERALLOKATION":-6,"ZIELRENDITE":-7,"ZIELAUSSCH\u00dcTTUNG":-8,"MANAGMENTGEB\u00dcHREN":-9,"SEKTORENALLOKATION":-10,"LAUFZEIT2":-11,"TEST":-12,"TEST3":-13,"TEST4":-14,"TEST5":-15,"TEST34":-16,"TEST35":-17,"TEST36":-18,"TEST37":-19,"HHGK":-20,"TEST67":-21,"ESFCG":-22,"ZZGER 33":-23,"TEST65":-24,"TEST99":-25,"TEST88":-26,"TEST44":-27,"TEST33":-28,"TEST345":-29,"TEST45":-30,"TEST323":-31},"3":{"KENNZAHL":-1,"RISIKOPROFIL":-2,"AUSSCH\u00dcTTUNGSRENDITE":-3,"LAUFZEIT":-4,"RENDITE":-5,"L\u00c4NDERALLOKATION":-6,"ZIELRENDITE":-7,"ZIELAUSSCH\u00dcTTUNG":-8,"MANAGMENTGEB\u00dcHREN":-9,"SEKTORENALLOKATION":-10,"LAUFZEIT2":-11,"TEST":-12,"TEST3":-13,"TEST4":-14,"TEST5":-15,"TEST34":-16,"TEST35":-17,"TEST36":-18,"TEST37":-19,"HHGK":-20,"TEST67":-21,"ESFCG":-22,"ZZGER 33":-23,"TEST65":-24,"TEST99":-25,"TEST88":-26,"TEST44":-27,"TEST33":-28,"TEST345":-29,"TEST45":-30,"TEST323":-31},"4":{"":1,"KENNZAHL":-1,"RISIKOPROFIL":-2,"AUSSCH\u00dcTTUNGSRENDITE":-3,"LAUFZEIT":-4,"RENDITE":-5,"L\u00c4NDERALLOKATION":-6,"ZIELRENDITE":-7,"ZIELAUSSCH\u00dcTTUNG":-8,"MANAGMENTGEB\u00dcHREN":-9,"SEKTORENALLOKATION":-10,"LAUFZEIT2":-11,"TEST":-12,"TEST3":-13,"TEST4":-14,"TEST5":-15,"TEST34":-16,"TEST35":-17,"TEST36":-18,"TEST37":-19,"HHGK":-20,"TEST67":-21,"ESFCG":-22,"ZZGER 33":-23,"TEST65":-24,"TEST99":-25,"TEST88":-26,"TEST44":-27,"TEST33":-28,"TEST345":-29,"TEST45":-30,"TEST323":-31},"5":{"":1}}�cfg��neg_key�
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/tok2vec/cfg b/project/backend/spacy-service/spacy_training/output/model-backup/tok2vec/cfg
new file mode 100644
index 0000000..0e0dcd2
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/tok2vec/cfg
@@ -0,0 +1,3 @@
+{
+
+}
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/tok2vec/model b/project/backend/spacy-service/spacy_training/output/model-backup/tok2vec/model
new file mode 100644
index 0000000..4c7f5bb
Binary files /dev/null and b/project/backend/spacy-service/spacy_training/output/model-backup/tok2vec/model differ
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/tokenizer b/project/backend/spacy-service/spacy_training/output/model-backup/tokenizer
new file mode 100644
index 0000000..9cdc922
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/tokenizer
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diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/vocab/key2row b/project/backend/spacy-service/spacy_training/output/model-backup/vocab/key2row
new file mode 100644
index 0000000..5416677
--- /dev/null
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+�
\ No newline at end of file
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new file mode 100644
index 0000000..5416677
--- /dev/null
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new file mode 100644
index 0000000..fe74a3c
--- /dev/null
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+  "x.x.x.",
+  "x.x.x.x",
+  "x.x.x.x.",
+  "x/x",
+  "xD",
+  "xDD",
+  "xX",
+  "xXX",
+  "x_X",
+  "x_d",
+  "x_x",
+  "xd",
+  "xdd",
+  "xemoours",
+  "xit",
+  "xx",
+  "xx.",
+  "xx.x",
+  "xxXxx",
+  "xxx",
+  "xxx-Xxxxx",
+  "xxx-xxxx",
+  "xxx.",
+  "xxxdd",
+  "xxxx",
+  "xxxx+",
+  "xxxx-xx",
+  "xxxx-xxx",
+  "xxxx-xxxx",
+  "xxxx.",
+  "xxxxdd",
+  "xxxx\u2019x",
+  "xxx\u2019x",
+  "xx\u0308x",
+  "xx\u2019x",
+  "x\u0308xxx",
+  "x\u0308xxxx",
+  "x\u2019",
+  "x\ufe35x",
+  "y",
+  "y.",
+  "year",
+  "years",
+  "yield",
+  "yle",
+  "yoy",
+  "ype",
+  "yrs",
+  "z",
+  "z.",
+  "z.B.",
+  "z.Bsp.",
+  "z.T.",
+  "z.Z.",
+  "z.Zt.",
+  "z.b",
+  "z.b.",
+  "z.bsp.",
+  "z.t.",
+  "z.z.",
+  "z.zt.",
+  "zeichnungen",
+  "zen",
+  "zgl",
+  "zgwgzu",
+  "zgzdgzhg",
+  "zhg",
+  "ziel-lty",
+  "ziel-netto-irr",
+  "zielallokation",
+  "zielanlagestrategie",
+  "zielausschu\u0308ttung",
+  "zielmarkts",
+  "zielm\u00e4rkte",
+  "zielobjekte",
+  "zielobjektgr\u00f6\u00dfe",
+  "zielregionfen)/jand",
+  "zielrendite",
+  "zielrenditen",
+  "zielsektoren",
+  "zielvolumen",
+  "ziirraiaein",
+  "zin",
+  "zins",
+  "zins-",
+  "zinsfu\u00df",
+  "zinss\u00e4tze",
+  "zt",
+  "zte",
+  "ztue",
+  "zu",
+  "zum",
+  "zusatzl",
+  "zw.",
+  "zwischen",
+  "zzgl",
+  "zzgl.",
+  "{",
+  "|",
+  "}",
+  "\u00a0",
+  "\u00a2",
+  "\u00a9",
+  "\u00ab",
+  "\u00ac",
+  "\u00ac_\u00ac",
+  "\u00ae",
+  "\u00af",
+  "\u00af\\(x)/\u00af",
+  "\u00af\\(\u30c4)/\u00af",
+  "\u00b0",
+  "\u00b0C.",
+  "\u00b0F.",
+  "\u00b0K.",
+  "\u00b0X.",
+  "\u00b0c.",
+  "\u00b0f.",
+  "\u00b0k.",
+  "\u00b0x.",
+  "\u00c4",
+  "\u00c4rzteh\u00e4user",
+  "\u00c4rzteh\u00e4usern",
+  "\u00dc",
+  "\u00dcbersicht",
+  "\u00e4",
+  "\u00e4.",
+  "\u00e4gl",
+  "\u00e4gt",
+  "\u00e4r.",
+  "\u00e4rzteh\u00e4user",
+  "\u00e4rzteh\u00e4usern",
+  "\u00e9",
+  "\u00f6",
+  "\u00f6.",
+  "\u00f6m.",
+  "\u00f6sterr",
+  "\u00f6sterr.",
+  "\u00f6sterreichisch",
+  "\u00f6\u00dfe",
+  "\u00fc",
+  "\u00fc.",
+  "\u00fcber",
+  "\u00fcbersicht",
+  "\u00fcber\u2019m",
+  "\u00fcft",
+  "\u00fchr",
+  "\u0308hr",
+  "\u0ca0",
+  "\u0ca0_\u0ca0",
+  "\u0ca0\ufe35\u0ca0",
+  "\u2014",
+  "\u2018",
+  "\u2019",
+  "\u2019-(",
+  "\u2019-)",
+  "\u2019S",
+  "\u2019X",
+  "\u2019m",
+  "\u2019n",
+  "\u2019ne",
+  "\u2019nem",
+  "\u2019nen",
+  "\u2019s",
+  "\u2019x",
+  "\u2019xx",
+  "\u2019xxx",
+  "\u2019\u2019",
+  "\u201a",
+  "\u201c",
+  "\u201d",
+  "\u20ac",
+  "\u2501",
+  "\u253b",
+  "\u253b\u2501\u253b",
+  "\u256f",
+  "\u25a1",
+  "\ufe35",
+  "\uff09"
+]
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/vocab/vectors b/project/backend/spacy-service/spacy_training/output/model-backup/vocab/vectors
new file mode 100644
index 0000000..ebadaa5
Binary files /dev/null and b/project/backend/spacy-service/spacy_training/output/model-backup/vocab/vectors differ
diff --git a/project/backend/spacy-service/spacy_training/output/model-backup/vocab/vectors.cfg b/project/backend/spacy-service/spacy_training/output/model-backup/vocab/vectors.cfg
new file mode 100644
index 0000000..32c800a
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/output/model-backup/vocab/vectors.cfg
@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}
\ No newline at end of file
diff --git a/project/backend/spacy-service/spacy_training/test2.json b/project/backend/spacy-service/spacy_training/test2.json
new file mode 100644
index 0000000..2c9a164
--- /dev/null
+++ b/project/backend/spacy-service/spacy_training/test2.json
@@ -0,0 +1,122 @@
+[
+    {
+        "text": "Core",
+        "entities": [
+            [
+                0,
+                4,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core+",
+        "entities": [
+            [
+                0,
+                5,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core/Core+",
+        "entities": [
+            [
+                0,
+                10,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Value Add",
+        "entities": [
+            [
+                0,
+                9,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core/Value Add",
+        "entities": [
+            [
+                0,
+                14,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core+/Value Add",
+        "entities": [
+            [
+                0,
+                15,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core/Core+/Value Add",
+        "entities": [
+            [
+                0,
+                20,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "The RE portfolio of the fund is a good illustration of Fond expertise in European core/core+ investments .",
+        "entities": [
+            [
+                82,
+                92,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Risk level: Core/Core+",
+        "entities": [
+            [
+                12,
+                22,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Different risk profile (core, core+, value-added)",
+        "entities": [
+            [
+                24,
+                48,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core/Core+ with OpCo premium",
+        "entities": [
+            [
+                0,
+                10,
+                "RISIKOPROFIL"
+            ]
+        ]
+    },
+    {
+        "text": "Core /Core+ Assets, well-established = Key Gateway Cities in Europe le.g. hotels in the market with minor asset London, Paris, Amsterdam, Berlin] management initiatives",
+        "entities": [
+            [
+                0,
+                11,
+                "RISIKOPROFIL"
+            ]
+        ]
+    }
+]
\ No newline at end of file