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cbruinsm
/
en_Coff_Ev2

Token Classification
spaCy
English
Eval Results
Model card Files Community
cbruinsm commited on
Commit
94cbbb5
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1 Parent(s): e05634b

Update spaCy pipeline

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Files changed (16) hide show
  1. .gitattributes +2 -0
  2. README.md +59 -0
  3. config.cfg +143 -0
  4. en_Coff_Ev2-any-py3-none-any.whl +3 -0
  5. meta.json +156 -0
  6. ner/cfg +13 -0
  7. ner/model +0 -0
  8. ner/moves +1 -0
  9. tok2vec/cfg +3 -0
  10. tok2vec/model +3 -0
  11. tokenizer +3 -0
  12. vocab/key2row +1 -0
  13. vocab/lookups.bin +3 -0
  14. vocab/strings.json +1921 -0
  15. vocab/vectors +0 -0
  16. vocab/vectors.cfg +3 -0
.gitattributes CHANGED
@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ en_Coff_Ev2-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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+ tok2vec/model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - spacy
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+ - token-classification
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+ language:
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+ - en
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+ license: mit
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+ model-index:
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+ - name: en_Coff_Ev2
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+ results:
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+ - task:
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+ name: NER
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+ type: token-classification
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+ metrics:
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+ - name: NER Precision
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+ type: precision
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+ value: 0.9922248804
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+ - name: NER Recall
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+ type: recall
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+ value: 0.9916317992
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+ - name: NER F Score
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+ type: f_score
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+ value: 0.9919282511
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+ ---
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+ Your Coffee at the Speed of Sound
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+
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `en_Coff_Ev2` |
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+ | **Version** | `1.1.6` |
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+ | **spaCy** | `>=3.4.3,<3.5.0` |
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+ | **Default Pipeline** | `tok2vec`, `ner` |
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+ | **Components** | `tok2vec`, `ner` |
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+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | n/a |
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+ | **License** | `MIT` |
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+ | **Author** | [Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden]() |
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+
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+ ### Label Scheme
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+
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+ <details>
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+
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+ <summary>View label scheme (18 labels for 1 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`ner`** | `Anti`, `Brew Style`, `add-on`, `drink`, `extra`, `hot breakfast`, `milk`, `milk texture`, `pastry`, `pump quantity`, `roast`, `shot quality`, `shot quantity`, `size`, `syrup`, `temperature`, `toppings`, `upside-down` |
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+
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+ </details>
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+
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+ ### Accuracy
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+
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+ | Type | Score |
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+ | --- | --- |
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+ | `ENTS_F` | 99.19 |
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+ | `ENTS_P` | 99.22 |
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+ | `ENTS_R` | 99.16 |
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+ | `TOK2VEC_LOSS` | 58625.70 |
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+ | `NER_LOSS` | 168185.77 |
config.cfg ADDED
@@ -0,0 +1,143 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [paths]
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+ train = "train.spacy"
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+ dev = "train.spacy"
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ gpu_allocator = null
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+ seed = 0
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+
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+ [nlp]
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+ lang = "en"
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+ pipeline = ["tok2vec","ner"]
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+ batch_size = 50
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+
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+ [components]
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+
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+ [components.ner]
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+ factory = "ner"
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+ incorrect_spans_key = null
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+ moves = null
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+ scorer = {"@scorers":"spacy.ner_scorer.v1"}
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+ update_with_oracle_cut_size = 100
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+
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+ [components.ner.model]
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+ @architectures = "spacy.TransitionBasedParser.v2"
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+ state_type = "ner"
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+ extra_state_tokens = false
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+ hidden_width = 64
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+ maxout_pieces = 2
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+ use_upper = true
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+ nO = null
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+
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+ [components.ner.model.tok2vec]
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+ @architectures = "spacy.Tok2VecListener.v1"
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+ width = ${components.tok2vec.model.encode.width}
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+ upstream = "*"
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+
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+ [components.tok2vec]
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+ factory = "tok2vec"
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+
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+ [components.tok2vec.model]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.tok2vec.model.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = ${components.tok2vec.model.encode.width}
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+ attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
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+ rows = [5000,1000,2500,2500]
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+ include_static_vectors = false
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+
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+ [components.tok2vec.model.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 96
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+ depth = 4
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+ window_size = 1
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+ maxout_pieces = 3
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+
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+ [corpora]
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+
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+ [corpora.dev]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.dev}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [training]
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+ dev_corpus = "corpora.dev"
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+ train_corpus = "corpora.train"
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+ seed = ${system.seed}
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+ gpu_allocator = ${system.gpu_allocator}
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+ dropout = 0.1
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+ accumulate_gradient = 1
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+ patience = 1600
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+ max_epochs = 0
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+ max_steps = 20000
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+ eval_frequency = 200
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+ frozen_components = []
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+ annotating_components = []
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+ before_to_disk = null
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_words.v1"
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+ discard_oversize = false
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+ tolerance = 0.2
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+ get_length = null
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+
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+ [training.batcher.size]
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+ @schedules = "compounding.v1"
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+ start = 100
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+ stop = 1000
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+ compound = 1.001
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+ t = 0.0
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+
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+ [training.logger]
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+ @loggers = "spacy.ConsoleLogger.v1"
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+ progress_bar = false
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+
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+ [training.optimizer]
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+ @optimizers = "Adam.v1"
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+ beta1 = 0.9
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+ beta2 = 0.999
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+ L2_is_weight_decay = true
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+ L2 = 0.01
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+ grad_clip = 1.0
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+ use_averages = false
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+ eps = 0.00000001
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+ learn_rate = 0.0001
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+
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+ [training.score_weights]
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+ ents_f = 1.0
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+ ents_p = 0.0
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+ ents_r = 0.0
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+ ents_per_type = null
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+
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+ [pretraining]
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+
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+ [initialize]
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+ vectors = ${paths.vectors}
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+ init_tok2vec = ${paths.init_tok2vec}
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+ vocab_data = null
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+ lookups = null
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+ before_init = null
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+ after_init = null
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+
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+ [initialize.components]
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+
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+ [initialize.tokenizer]
en_Coff_Ev2-any-py3-none-any.whl ADDED
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meta.json ADDED
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+ {
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+ "lang":"en",
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+ "name":"Coff_Ev2",
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+ "version":"1.1.6",
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+ "description":"Your Coffee at the Speed of Sound",
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+ "author":"Chris Bruinsma,Iris Chi,Jack Felciano,Jeffrey Li,Dustin Paden",
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+ "email":"christopher.j.bruinsma@outlook.com",
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+ "url":"",
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+ "license":"MIT",
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+ "spacy_version":">=3.4.3,<3.5.0",
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+ "spacy_git_version":"63673a792",
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+ "labels":{
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+ "Anti",
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+ "Brew Style",
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+ "add-on",
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+ "drink",
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+ "extra",
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+ "hot breakfast",
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+ "milk",
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+ "milk texture",
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+ "pastry",
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+ "pump quantity",
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+ "roast",
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+ "shot quality",
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+ "shot quantity",
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+ "size",
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+ "syrup",
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+ "temperature",
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+ "toppings",
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+ "upside-down"
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+ ]
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+ },
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+ "pipeline":[
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+ "tok2vec",
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+ "ner"
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+ ],
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+ "components":[
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+ "tok2vec",
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+ "ner"
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+ "performance":{
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+ "Anti":{
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+ },
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+ "requirements":[
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+ ]
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+ }
ner/cfg ADDED
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ner/model ADDED
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ner/moves ADDED
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tok2vec/cfg ADDED
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tok2vec/model ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 6009091
tokenizer ADDED
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1657
+ "t's",
1658
+ "t.",
1659
+ "ta",
1660
+ "tall",
1661
+ "tar",
1662
+ "td.",
1663
+ "tea",
1664
+ "ted",
1665
+ "temp",
1666
+ "temperature",
1667
+ "tenn",
1668
+ "tenn.",
1669
+ "ter",
1670
+ "tes",
1671
+ "tey",
1672
+ "that",
1673
+ "that's",
1674
+ "that\u2019s",
1675
+ "the",
1676
+ "them",
1677
+ "there",
1678
+ "there's",
1679
+ "there\u2019s",
1680
+ "these",
1681
+ "they",
1682
+ "third",
1683
+ "this",
1684
+ "this's",
1685
+ "this\u2019s",
1686
+ "those",
1687
+ "three",
1688
+ "tly",
1689
+ "to",
1690
+ "toasted",
1691
+ "toffee",
1692
+ "top",
1693
+ "topped",
1694
+ "topping",
1695
+ "toppings",
1696
+ "tra",
1697
+ "tranquility",
1698
+ "trenta",
1699
+ "treta",
1700
+ "triple",
1701
+ "tripple",
1702
+ "tro",
1703
+ "try",
1704
+ "tte",
1705
+ "tti",
1706
+ "tto",
1707
+ "turkey",
1708
+ "tvose",
1709
+ "two",
1710
+ "t\u2019s",
1711
+ "u",
1712
+ "u.",
1713
+ "uad",
1714
+ "uch",
1715
+ "uff",
1716
+ "ug.",
1717
+ "uge",
1718
+ "uid",
1719
+ "uit",
1720
+ "ul.",
1721
+ "uld",
1722
+ "ump",
1723
+ "un.",
1724
+ "upside",
1725
+ "upside-down",
1726
+ "ure",
1727
+ "us",
1728
+ "use",
1729
+ "ust",
1730
+ "v",
1731
+ "v.",
1732
+ "v.s",
1733
+ "v.s.",
1734
+ "v.v",
1735
+ "v_v",
1736
+ "va",
1737
+ "va.",
1738
+ "vanilla",
1739
+ "ve",
1740
+ "venti",
1741
+ "ver",
1742
+ "veranda",
1743
+ "very",
1744
+ "vin",
1745
+ "vs",
1746
+ "vs.",
1747
+ "w",
1748
+ "w's",
1749
+ "w.",
1750
+ "w/o",
1751
+ "was",
1752
+ "wash",
1753
+ "wash.",
1754
+ "water",
1755
+ "we",
1756
+ "wed",
1757
+ "were",
1758
+ "wet",
1759
+ "what",
1760
+ "what's",
1761
+ "whatever",
1762
+ "what\u2019s",
1763
+ "when",
1764
+ "when's",
1765
+ "when\u2019s",
1766
+ "where",
1767
+ "where's",
1768
+ "where\u2019s",
1769
+ "whip",
1770
+ "whipped",
1771
+ "white",
1772
+ "who",
1773
+ "who's",
1774
+ "whole",
1775
+ "who\u2019s",
1776
+ "why",
1777
+ "why's",
1778
+ "why\u2019s",
1779
+ "will",
1780
+ "wis",
1781
+ "wis.",
1782
+ "with",
1783
+ "without",
1784
+ "wm",
1785
+ "wo",
1786
+ "would",
1787
+ "wrap",
1788
+ "w\u2019s",
1789
+ "x",
1790
+ "x'",
1791
+ "x'x",
1792
+ "x'xxxx",
1793
+ "x.",
1794
+ "x.X",
1795
+ "x.d",
1796
+ "x.x",
1797
+ "x.x.",
1798
+ "x/x",
1799
+ "xD",
1800
+ "xDD",
1801
+ "xX",
1802
+ "xXX",
1803
+ "x_X",
1804
+ "x_d",
1805
+ "x_x",
1806
+ "xd",
1807
+ "xdd",
1808
+ "xx",
1809
+ "xx'",
1810
+ "xx'x",
1811
+ "xx'xx",
1812
+ "xx.",
1813
+ "xxx",
1814
+ "xxx xxxx",
1815
+ "xxx'x",
1816
+ "xxx-xx",
1817
+ "xxx/xx",
1818
+ "xxxx",
1819
+ "xxxx xxxx",
1820
+ "xxxx'",
1821
+ "xxxx'x",
1822
+ "xxxx-xxxx",
1823
+ "xxxx\u2019",
1824
+ "xxxx\u2019x",
1825
+ "xxx\u2019x",
1826
+ "xx\u2019",
1827
+ "xx\u2019x",
1828
+ "xx\u2019xx",
1829
+ "x\u2019",
1830
+ "x\u2019x",
1831
+ "x\u2019xxxx",
1832
+ "x\ufe35x",
1833
+ "y",
1834
+ "y'",
1835
+ "y's",
1836
+ "y.",
1837
+ "yal",
1838
+ "yan",
1839
+ "yle",
1840
+ "you",
1841
+ "y\u2019",
1842
+ "y\u2019s",
1843
+ "z",
1844
+ "z.",
1845
+ "zed",
1846
+ "zel",
1847
+ "zle",
1848
+ "|",
1849
+ "}",
1850
+ "\u00a0",
1851
+ "\u00ac",
1852
+ "\u00ac_\u00ac",
1853
+ "\u00af",
1854
+ "\u00af\\(x)/\u00af",
1855
+ "\u00af\\(\u30c4)/\u00af",
1856
+ "\u00b0",
1857
+ "\u00b0C.",
1858
+ "\u00b0F.",
1859
+ "\u00b0K.",
1860
+ "\u00b0X.",
1861
+ "\u00b0c.",
1862
+ "\u00b0f.",
1863
+ "\u00b0k.",
1864
+ "\u00b0x.",
1865
+ "\u00e4",
1866
+ "\u00e4.",
1867
+ "\u00e7ai",
1868
+ "\u00e7a\u00ed",
1869
+ "\u00e9re",
1870
+ "\u00f6",
1871
+ "\u00f6.",
1872
+ "\u00fc",
1873
+ "\u00fc.",
1874
+ "\u0ca0",
1875
+ "\u0ca0_\u0ca0",
1876
+ "\u0ca0\ufe35\u0ca0",
1877
+ "\u2014",
1878
+ "\u2018",
1879
+ "\u2018S",
1880
+ "\u2018X",
1881
+ "\u2018s",
1882
+ "\u2018x",
1883
+ "\u2019",
1884
+ "\u2019-(",
1885
+ "\u2019-)",
1886
+ "\u2019Cause",
1887
+ "\u2019Cos",
1888
+ "\u2019Coz",
1889
+ "\u2019Cuz",
1890
+ "\u2019S",
1891
+ "\u2019X",
1892
+ "\u2019Xxx",
1893
+ "\u2019Xxxxx",
1894
+ "\u2019am",
1895
+ "\u2019bout",
1896
+ "\u2019cause",
1897
+ "\u2019cos",
1898
+ "\u2019coz",
1899
+ "\u2019cuz",
1900
+ "\u2019d",
1901
+ "\u2019em",
1902
+ "\u2019ll",
1903
+ "\u2019m",
1904
+ "\u2019nuff",
1905
+ "\u2019re",
1906
+ "\u2019s",
1907
+ "\u2019ve",
1908
+ "\u2019x",
1909
+ "\u2019xx",
1910
+ "\u2019xxx",
1911
+ "\u2019xxxx",
1912
+ "\u2019y",
1913
+ "\u2019\u2019",
1914
+ "\u2501",
1915
+ "\u253b",
1916
+ "\u253b\u2501\u253b",
1917
+ "\u256f",
1918
+ "\u25a1",
1919
+ "\ufe35",
1920
+ "\uff09"
1921
+ ]
vocab/vectors ADDED
Binary file (128 Bytes). View file
 
vocab/vectors.cfg ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ {
2
+ "mode":"default"
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+ }