Update spaCy pipeline

README.md

@@ -4,6 +4,7 @@ tags:
 - token-classification
 language:
 - en
+license: mit
 model-index:
 - name: en_Coff_Ev1
   results:
@@ -13,26 +14,26 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.9920977011
+      value: 0.9928104575
     - name: NER Recall
       type: recall
-      value: 0.9913854989
+      value: 0.9921619856
     - name: NER F Score
       type: f_score
-      value: 0.9917414722
+      value: 0.9924861156
 ---
-A natural language processor API for coffee drinks in all forms built from nearly 500+ different coffee drinks for Starbucks and Beyond
+A natural language processor API for coffee drinks in all forms built from nearly 500+ different coffee drinks for Starbucks and your local coffee shop
 
 | Feature | Description |
 | --- | --- |
 | **Name** | `en_Coff_Ev1` |
-| **Version** | `1.1.1` |
+| **Version** | `1.1.2` |
 | **spaCy** | `>=3.4.3,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `ner` |
 | **Components** | `tok2vec`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | **Sources** | n/a |
-| **License** | n/a |
+| **License** | `MIT` |
 | **Author** | [Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden]() |
 
 ### Label Scheme
@@ -51,8 +52,8 @@ A natural language processor API for coffee drinks in all forms built from nearl
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 99.17 |
-| `ENTS_P` | 99.21 |
-| `ENTS_R` | 99.14 |
-| `TOK2VEC_LOSS` | 19296.40 |
-| `NER_LOSS` | 157988.43 |
+| `ENTS_F` | 99.25 |
+| `ENTS_P` | 99.28 |
+| `ENTS_R` | 99.22 |
+| `TOK2VEC_LOSS` | 79694.90 |
+| `NER_LOSS` | 189668.04 |

config.cfg

@@ -11,7 +11,7 @@ seed = 0
 [nlp]
 lang = "en"
 pipeline = ["tok2vec","ner"]
-batch_size = 1000
+batch_size = 50
 disabled = []
 before_creation = null
 after_creation = null
@@ -120,7 +120,7 @@ L2 = 0.01
 grad_clip = 1.0
 use_averages = false
 eps = 0.00000001
-learn_rate = 0.001
+learn_rate = 0.0001
 
 [training.score_weights]
 ents_f = 1.0

en_Coff_Ev1-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:315972a987b782003aa34763a116a114ecf458dd3e9fc93c4d20bdff4ac6ba35
-size 5683919
+oid sha256:cbad8e5131e5d8b00eec847a453d1b20730c4d2cbe8cdab89716dfd2a36b6d47
+size 5673787

meta.json

@@ -1,12 +1,12 @@
 {
   "lang":"en",
   "name":"Coff_Ev1",
-  "version":"1.1.1",
-  "description":"A natural language processor API for coffee drinks in all forms built from 400+ different coffee drinks for Starbucks and Beyond",
+  "version":"1.1.2",
+  "description":"A natural language processor API for coffee drinks in all forms built from nearly 500+ different coffee drinks for Starbucks and your local coffee shop",
   "author":"Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden",
-  "email":"",
+  "email":"christopher.j.bruinsm@outlook.com",
   "url":"",
-  "license":"",
+  "license":"MIT",
   "spacy_version":">=3.4.3,<3.5.0",
   "spacy_git_version":"63673a792",
   "vectors":{
@@ -48,36 +48,51 @@
 
   ],
   "performance":{
-    "ents_f":0.9917414722,
-    "ents_p":0.9920977011,
-    "ents_r":0.9913854989,
+    "ents_f":0.9924861156,
+    "ents_p":0.9928104575,
+    "ents_r":0.9921619856,
     "ents_per_type":{
-      "size":{
-        "p":0.9968152866,
-        "r":0.9968152866,
-        "f":0.9968152866
-      },
       "toppings":{
-        "p":1.0,
-        "r":0.9838709677,
-        "f":0.9918699187
+        "p":0.9855072464,
+        "r":1.0,
+        "f":0.9927007299
+      },
+      "syrup":{
+        "p":0.9957627119,
+        "r":0.9957627119,
+        "f":0.9957627119
       },
       "drink":{
-        "p":0.9913043478,
-        "r":0.9934640523,
-        "f":0.992383025
+        "p":0.9920634921,
+        "r":0.9940357853,
+        "f":0.9930486594
+      },
+      "size":{
+        "p":0.9970845481,
+        "r":0.9970845481,
+        "f":0.9970845481
       },
       "Anti":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "syrup":{
-        "p":0.9953703704,
-        "r":0.9953703704,
-        "f":0.9953703704
+      "temperature":{
+        "p":1.0,
+        "r":0.9914529915,
+        "f":0.9957081545
       },
-      "upside-down":{
+      "pump quantity":{
+        "p":0.9375,
+        "r":1.0,
+        "f":0.9677419355
+      },
+      "shot quality":{
+        "p":1.0,
+        "r":0.9130434783,
+        "f":0.9545454545
+      },
+      "milk":{
         "p":1.0,
         "r":1.0,
         "f":1.0
@@ -87,44 +102,29 @@
         "r":1.0,
         "f":1.0
       },
-      "pump quantity":{
-        "p":1.0,
-        "r":0.9285714286,
-        "f":0.962962963
+      "shot quantity":{
+        "p":0.9259259259,
+        "r":0.9259259259,
+        "f":0.9259259259
       },
-      "milk":{
+      "upside-down":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
       "milk texture":{
-        "p":0.8888888889,
-        "r":1.0,
-        "f":0.9411764706
-      },
-      "temperature":{
         "p":1.0,
-        "r":0.990990991,
-        "f":0.9954751131
+        "r":0.875,
+        "f":0.9333333333
       },
       "roast":{
         "p":1.0,
         "r":0.9523809524,
         "f":0.9756097561
-      },
-      "shot quality":{
-        "p":0.9375,
-        "r":0.9375,
-        "f":0.9375
-      },
-      "shot quantity":{
-        "p":0.8421052632,
-        "r":0.9411764706,
-        "f":0.8888888889
       }
     },
-    "tok2vec_loss":192.9639828272,
-    "ner_loss":1579.8842665188
+    "tok2vec_loss":796.9489580916,
+    "ner_loss":1896.6804416175
   },
   "requirements":[
 

ner/moves

@@ -1 +1 @@
-��moves�T{"0":{},"1":{"drink":811,"syrup":336,"size":318,"milk":167,"toppings":149,"temperature":123,"pump quantity":54,"Anti":53,"shot quantity":24,"roast":24,"shot quality":22,"extra":15,"upside-down":12,"milk texture":9},"2":{"drink":811,"syrup":336,"size":318,"milk":167,"toppings":149,"temperature":123,"pump quantity":54,"Anti":53,"shot quantity":24,"roast":24,"shot quality":22,"extra":15,"upside-down":12,"milk texture":9},"3":{"drink":811,"syrup":336,"size":318,"milk":167,"toppings":149,"temperature":123,"pump quantity":54,"Anti":53,"shot quantity":24,"roast":24,"shot quality":22,"extra":15,"upside-down":12,"milk texture":9},"4":{"drink":811,"syrup":336,"size":318,"milk":167,"toppings":149,"temperature":123,"pump quantity":54,"Anti":53,"shot quantity":24,"roast":24,"shot quality":22,"extra":15,"upside-down":12,"milk texture":9,"":1},"5":{"":1}}�cfg��neg_key�
+��moves�T{"0":{},"1":{"drink":880,"syrup":367,"size":347,"milk":187,"toppings":160,"temperature":129,"Anti":59,"pump quantity":58,"shot quality":35,"shot quantity":34,"roast":24,"extra":17,"upside-down":12,"milk texture":9},"2":{"drink":880,"syrup":367,"size":347,"milk":187,"toppings":160,"temperature":129,"Anti":59,"pump quantity":58,"shot quality":35,"shot quantity":34,"roast":24,"extra":17,"upside-down":12,"milk texture":9},"3":{"drink":880,"syrup":367,"size":347,"milk":187,"toppings":160,"temperature":129,"Anti":59,"pump quantity":58,"shot quality":35,"shot quantity":34,"roast":24,"extra":17,"upside-down":12,"milk texture":9},"4":{"drink":880,"syrup":367,"size":347,"milk":187,"toppings":160,"temperature":129,"Anti":59,"pump quantity":58,"shot quality":35,"shot quantity":34,"roast":24,"extra":17,"upside-down":12,"milk texture":9,"":1},"5":{"":1}}�cfg��neg_key�

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b7486fa28a815ae9a31bae531c2440aabb59ca684f63e9a378987383d552a747
+oid sha256:dd132f7fca40616523d8c55bc18dcbb8ff56c835fdcb86d2a82f93c8f4aac355
 size 6009091

vocab/strings.json

@@ -346,6 +346,7 @@
   "Colo",
   "Colo.",
   "Colorado",
+  "Con",
   "Conn",
   "Conn.",
   "Connecticut",
@@ -398,9 +399,11 @@
   "Florida",
   "Foamy",
   "Fog",
+  "Four",
   "Frappe",
   "Frappeccino",
   "Frappuccino",
+  "Frappucino",
   "Fresher",
   "G",
   "Ga",
@@ -432,6 +435,7 @@
   "He's",
   "He\u2019s",
   "Hi",
+  "Honey",
   "Hot",
   "How",
   "How's",
@@ -505,6 +509,7 @@
   "Ltd.",
   "M",
   "Ma'am",
+  "Macchiato",
   "Mango",
   "Mar",
   "Mar.",
@@ -608,6 +613,7 @@
   "P",
   "Pa",
   "Pa.",
+  "Panna",
   "Paradise",
   "Passion",
   "Peach",
@@ -623,6 +629,7 @@
   "Praline",
   "Prof",
   "Prof.",
+  "Pump",
   "Pumpkin",
   "R",
   "ROOT",
@@ -633,8 +640,10 @@
   "Rep.",
   "Rev",
   "Rev.",
+  "Ristretto",
   "Room",
   "S",
+  "S'mores",
   "S.C.",
   "Sen",
   "Sen.",
@@ -650,12 +659,14 @@
   "She\u2019s",
   "Short",
   "Should",
+  "Skinny",
   "Small",
   "Somethin",
   "Somethin'",
   "Somethin\u2019",
   "South Carolina",
   "Soy",
+  "Spice",
   "Spiced",
   "St",
   "St.",
@@ -813,6 +824,7 @@
   "ado",
   "afe",
   "aff",
+  "affagato",
   "ai",
   "ak",
   "ak.",
@@ -860,6 +872,7 @@
   "a\u00e7a\u00ed",
   "b",
   "b.",
+  "ball",
   "base",
   "bean",
   "because",
@@ -898,6 +911,7 @@
   "calif",
   "calif.",
   "can",
+  "cap",
   "cappuccino",
   "cappuchino",
   "caramel",
@@ -948,6 +962,7 @@
   "crumble",
   "crunch",
   "ct.",
+  "cup",
   "customized",
   "cuz",
   "c\u2019m",
@@ -1050,10 +1065,12 @@
   "foam",
   "foamy",
   "fog",
+  "four",
   "frappe",
   "frappeccino",
   "frappuccino",
   "frappuchino",
+  "frappucino",
   "free",
   "french",
   "fresher",
@@ -1220,6 +1237,7 @@
   "let\u2019s",
   "lif",
   "light",
+  "lightly",
   "ll",
   "ll.",
   "lla",
@@ -1252,6 +1270,7 @@
   "md",
   "md.",
   "med",
+  "medicine",
   "medium",
   "mega",
   "mel",
@@ -1437,6 +1456,7 @@
   "pump quantity",
   "pumpkin",
   "pumps",
+  "pup",
   "q",
   "q.",
   "quad",
@@ -1452,6 +1472,7 @@
   "refreshers",
   "rep",
   "rep.",
+  "res",
   "rev",
   "rev.",
   "rew",
@@ -1474,6 +1495,7 @@
   "rup",
   "rus",
   "s",
+  "s'mores",
   "s's",
   "s.",
   "s.c.",
@@ -1567,6 +1589,7 @@
   "this\u2019s",
   "those",
   "three",
+  "tly",
   "to",
   "toasted",
   "toffee",