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FintoAI-data-YSO

Text Classification
Swedish
Finnish
English
glam
lam
subject indexing
annif
Model card Files Community
1
juhoinkinen commited on
Commit
8a0d3f9
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1 Parent(s): 2523b7e

Upload project(s) *-sv with Annif

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Files changed (9) hide show
  1. .gitattributes +4 -0
  2. projects/yso-bonsai-sv.zip +3 -0
  3. projects/yso-fasttext-sv.zip +3 -0
  4. projects/yso-mllm-sv.zip +3 -0
  5. projects/yso-sv.zip +3 -0
  6. yso-bonsai-sv.cfg +15 -0
  7. yso-fasttext-sv.cfg +19 -0
  8. yso-mllm-sv.cfg +10 -0
  9. yso-sv.cfg +11 -0
.gitattributes CHANGED
@@ -3,3 +3,7 @@ vocabs/yso.zip filter=lfs diff=lfs merge=lfs -text
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  projects/yso-mllm-fi.zip filter=lfs diff=lfs merge=lfs -text
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  projects/yso-fi.zip filter=lfs diff=lfs merge=lfs -text
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  projects/yso-bonsai-fi.zip filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
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  projects/yso-mllm-fi.zip filter=lfs diff=lfs merge=lfs -text
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  projects/yso-fi.zip filter=lfs diff=lfs merge=lfs -text
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  projects/yso-bonsai-fi.zip filter=lfs diff=lfs merge=lfs -text
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+ projects/yso-mllm-sv.zip filter=lfs diff=lfs merge=lfs -text
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+ projects/yso-bonsai-sv.zip filter=lfs diff=lfs merge=lfs -text
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+ projects/yso-fasttext-sv.zip filter=lfs diff=lfs merge=lfs -text
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+ projects/yso-sv.zip filter=lfs diff=lfs merge=lfs -text
projects/yso-bonsai-sv.zip ADDED
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projects/yso-fasttext-sv.zip ADDED
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projects/yso-mllm-sv.zip ADDED
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projects/yso-sv.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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yso-bonsai-sv.cfg ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [yso-bonsai-sv]
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+ name = YSO Omikuji Bonsai Swedish
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+ language = sv
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+ backend = omikuji
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+ analyzer = snowball(swedish)
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+ vocab = yso
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+ cluster_balanced = False
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+ cluster_k = 100
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+ max_depth = 3
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+ min_df = 2
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+ ngram = 2
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+ limit = 1000
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+ transform = limit(5000)
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+ access = hidden
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+
yso-fasttext-sv.cfg ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [yso-fasttext-sv]
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+ name = YSO fastText Swedish
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+ language = sv
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+ backend = fasttext
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+ analyzer = snowball(swedish)
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+ dim = 560
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+ lr = 0.974349
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+ epoch = 110
9
+ minn = 2
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+ maxn = 6
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+ mincount = 2
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+ wordngrams = 2
13
+ loss = hs
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+ limit = 1000
15
+ chunksize = 24
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+ vocab = yso
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+ transform = limit(15000),filter_lang,limit(5000)
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+ access = hidden
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+
yso-mllm-sv.cfg ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
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+ [yso-mllm-sv]
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+ name = YSO MLLM Swedish
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+ language = sv
4
+ backend = mllm
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+ analyzer = snowball(swedish)
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+ vocab = yso
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+ limit = 1000
8
+ transform = limit(3000000)
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+ access = hidden
10
+
yso-sv.cfg ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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+ [yso-sv]
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+ name = ALLFO svenska (2022-11-02)
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+ language = sv
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+ backend = nn_ensemble
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+ sources = yso-mllm-sv:0.1439,yso-fasttext-sv:0.3302,yso-bonsai-sv:0.5259
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+ limit = 100
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+ vocab = yso
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+ nodes = 100
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+ dropout_rate = 0.2
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+ epochs = 10
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+