Update spaCy pipeline

README.md

@@ -13,18 +13,18 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.874358448
+      value: 0.9193318395
     - name: NER Recall
       type: recall
-      value: 0.8698937908
+      value: 0.9217728758
     - name: NER F Score
       type: f_score
-      value: 0.8721204054
+      value: 0.9205507394
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `is_ner_mim_trf` |
-| **Version** | `0.0.0` |
+| **Version** | `0.0.1` |
 | **spaCy** | `>=3.1.1,<3.2.0` |
 | **Default Pipeline** | `transformer`, `ner` |
 | **Components** | `transformer`, `ner` |
@@ -49,8 +49,8 @@ model-index:
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 87.21 |
-| `ENTS_P` | 87.44 |
-| `ENTS_R` | 86.99 |
-| `TRANSFORMER_LOSS` | 36813.40 |
-| `NER_LOSS` | 124039.02 |
+| `ENTS_F` | 92.06 |
+| `ENTS_P` | 91.93 |
+| `ENTS_R` | 92.18 |
+| `TRANSFORMER_LOSS` | 248325.98 |
+| `NER_LOSS` | 120059.07 |

config.cfg

@@ -48,7 +48,7 @@ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotati
 
 [components.transformer.model]
 @architectures = "spacy-transformers.TransformerModel.v1"
-name = "roberta-base"
+name = "mideind/IceBERT"
 
 [components.transformer.model.get_spans]
 @span_getters = "spacy-transformers.strided_spans.v1"

is_ner_mim_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
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-oid sha256:6b23dc346584fd8ebf72f136b232e905b30b375b0a9539da1e90c7b626736495
-size 439680523
+oid sha256:88d82cebbe11ad9aad5c9775a07c41124ec4fc31c2bfc7c8cc226824f5cccb7e
+size 459577898

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"is",
   "name":"ner_mim_trf",
-  "version":"0.0.0",
+  "version":"0.0.1",
   "description":"",
   "author":"",
   "email":"",
   "url":"",
   "license":"",
   "spacy_version":">=3.1.1,<3.2.0",
-  "spacy_git_version":"e1f88de72",
+  "spacy_git_version":"ffaead8fe",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -45,52 +45,52 @@
 
   },
   "performance":{
-    "ents_f":0.8721204054,
-    "ents_p":0.874358448,
-    "ents_r":0.8698937908,
+    "ents_f":0.9205507394,
+    "ents_p":0.9193318395,
+    "ents_r":0.9217728758,
     "ents_per_type":{
       "Organization":{
-        "p":0.8125689085,
-        "r":0.8081140351,
-        "f":0.8103353491
+        "p":0.9057888763,
+        "r":0.875,
+        "f":0.8901282766
       },
       "Location":{
-        "p":0.9097651422,
-        "r":0.8459770115,
-        "f":0.8767123288
+        "p":0.9245495495,
+        "r":0.9436781609,
+        "f":0.9340159272
       },
       "Miscellaneous":{
-        "p":0.7240875912,
-        "r":0.7414050822,
-        "f":0.7326440177
+        "p":0.8373860182,
+        "r":0.8236173393,
+        "f":0.8304446119
       },
       "Person":{
-        "p":0.9236363636,
-        "r":0.9355432781,
-        "f":0.9295516926
+        "p":0.951946472,
+        "r":0.9607120933,
+        "f":0.9563091965
       },
       "Date":{
-        "p":0.9308510638,
-        "r":0.9650735294,
-        "f":0.9476534296
+        "p":0.9265232975,
+        "r":0.9503676471,
+        "f":0.9382940109
       },
       "Money":{
-        "p":0.9342105263,
-        "r":0.8255813953,
-        "f":0.8765432099
+        "p":0.8901098901,
+        "r":0.9418604651,
+        "f":0.9152542373
       },
       "Time":{
-        "p":0.9252336449,
-        "r":0.8918918919,
-        "f":0.9082568807
+        "p":0.9380530973,
+        "r":0.954954955,
+        "f":0.9464285714
       },
       "Percent":{
-        "p":0.9726027397,
-        "r":0.9466666667,
-        "f":0.9594594595
+        "p":0.9736842105,
+        "r":0.9866666667,
+        "f":0.9801324503
       }
     },
-    "transformer_loss":368.1340307514,
-    "ner_loss":1240.3902499678
+    "transformer_loss":2483.2597508011,
+    "ner_loss":1200.5906777256
   }
 }

ner/model

@@ -1,3 +1,3 @@
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 size 251051

transformer/model/config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "roberta-base",
+  "_name_or_path": "mideind/IceBERT",
   "architectures": [
     "RobertaForMaskedLM"
   ],
@@ -19,8 +19,8 @@
   "num_hidden_layers": 12,
   "pad_token_id": 1,
   "position_embedding_type": "absolute",
-  "transformers_version": "4.9.2",
+  "transformers_version": "4.5.1",
   "type_vocab_size": 1,
   "use_cache": true,
-  "vocab_size": 50265
+  "vocab_size": 50000
 }

transformer/model/pytorch_model.bin

@@ -1,3 +1,3 @@
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+size 497849841

transformer/model/special_tokens_map.json

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

transformer/model/tokenizer_config.json

@@ -1 +1 @@
-{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "roberta-base", "tokenizer_class": "RobertaTokenizer"}
+{"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"}, "special_tokens_map_file": "/home/elias/.cache/huggingface/transformers/b21a20c1d1a8c4ce0f3f9b2a311ea6fa001eaaaee064c36040b1c5885cdc73f0.cb2244924ab24d706b02fd7fcedaea4531566537687a539ebb94db511fd122a0", "name_or_path": "mideind/IceBERT"}