Commit
•
cc00683
1
Parent(s):
649f575
Update README.md
Browse files
README.md
CHANGED
@@ -7,6 +7,1518 @@ tags:
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7 |
- sentence-similarity
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8 |
- transformers
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9 |
- sentence-embedding
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|
10 |
license: apache-2.0
|
11 |
language:
|
12 |
- fr
|
|
|
7 |
- sentence-similarity
|
8 |
- transformers
|
9 |
- sentence-embedding
|
10 |
+
- mteb
|
11 |
+
model-index:
|
12 |
+
- name: e433e634850d125d8b85bee76db3a3b6a0c3bf56
|
13 |
+
results:
|
14 |
+
- task:
|
15 |
+
type: Clustering
|
16 |
+
dataset:
|
17 |
+
type: lyon-nlp/alloprof
|
18 |
+
name: MTEB AlloProfClusteringP2P
|
19 |
+
config: default
|
20 |
+
split: test
|
21 |
+
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
|
22 |
+
metrics:
|
23 |
+
- type: v_measure
|
24 |
+
value: 56.88600728743999
|
25 |
+
- type: v_measures
|
26 |
+
value: [0.5396081553520281, 0.6022872403200437, 0.5515205944691852, 0.5595772885785736, 0.5632413941951575]
|
27 |
+
- task:
|
28 |
+
type: Clustering
|
29 |
+
dataset:
|
30 |
+
type: lyon-nlp/alloprof
|
31 |
+
name: MTEB AlloProfClusteringS2S
|
32 |
+
config: default
|
33 |
+
split: test
|
34 |
+
revision: 392ba3f5bcc8c51f578786c1fc3dae648662cb9b
|
35 |
+
metrics:
|
36 |
+
- type: v_measure
|
37 |
+
value: 38.199527329051804
|
38 |
+
- type: v_measures
|
39 |
+
value: [0.42157254138936706, 0.36882298663461527, 0.3134327610337458, 0.40391031391690396, 0.3832775043562133]
|
40 |
+
- task:
|
41 |
+
type: Reranking
|
42 |
+
dataset:
|
43 |
+
type: lyon-nlp/mteb-fr-reranking-alloprof-s2p
|
44 |
+
name: MTEB AlloprofReranking
|
45 |
+
config: default
|
46 |
+
split: test
|
47 |
+
revision: 65393d0d7a08a10b4e348135e824f385d420b0fd
|
48 |
+
metrics:
|
49 |
+
- type: map
|
50 |
+
value: 68.73372257500206
|
51 |
+
- type: mrr
|
52 |
+
value: 70.07434479260904
|
53 |
+
- type: nAUC_map_diff1
|
54 |
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value: 50.95933484071007
|
55 |
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- type: nAUC_map_max
|
56 |
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value: 13.75463910519138
|
57 |
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- type: nAUC_mrr_diff1
|
58 |
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value: 50.494303783447656
|
59 |
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- type: nAUC_mrr_max
|
60 |
+
value: 14.460935217916187
|
61 |
+
- task:
|
62 |
+
type: Retrieval
|
63 |
+
dataset:
|
64 |
+
type: lyon-nlp/alloprof
|
65 |
+
name: MTEB AlloprofRetrieval
|
66 |
+
config: default
|
67 |
+
split: test
|
68 |
+
revision: fcf295ea64c750f41fadbaa37b9b861558e1bfbd
|
69 |
+
metrics:
|
70 |
+
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|
71 |
+
value: 21.675
|
72 |
+
- type: map_at_10
|
73 |
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value: 32.274
|
74 |
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- type: map_at_100
|
75 |
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value: 33.316
|
76 |
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|
77 |
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value: 33.387
|
78 |
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|
79 |
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value: 32.864
|
80 |
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|
81 |
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value: 29.166999999999998
|
82 |
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|
83 |
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value: 30.946
|
84 |
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|
85 |
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value: 21.675302245250432
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86 |
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87 |
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value: 32.274309839076714
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88 |
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89 |
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value: 33.31571024590564
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90 |
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91 |
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value: 33.3868130424392
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92 |
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93 |
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value: 32.863978562081925
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94 |
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|
95 |
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value: 29.16666666666669
|
96 |
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|
97 |
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value: 30.94559585492234
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98 |
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99 |
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value: 34.85808309940442
|
100 |
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101 |
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value: 31.058801579682825
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value: 34.842898344470846
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104 |
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105 |
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value: 31.077561464904342
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value: 34.6773118480208
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108 |
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value: 30.8489850780642
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value: 40.65773695743684
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value: 28.766036921254617
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value: 30.3860304682398
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|
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|
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256 |
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|
257 |
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258 |
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260 |
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261 |
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262 |
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|
263 |
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264 |
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|
265 |
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value: 9.309000000000001
|
266 |
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|
267 |
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value: 21.675
|
268 |
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|
269 |
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value: 56.52
|
270 |
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|
271 |
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value: 82.729
|
272 |
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|
273 |
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value: 98.1
|
274 |
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|
275 |
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value: 65.069
|
276 |
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|
277 |
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value: 38.817
|
278 |
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- type: recall_at_5
|
279 |
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value: 46.546
|
280 |
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- task:
|
281 |
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type: Classification
|
282 |
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dataset:
|
283 |
+
type: mteb/amazon_reviews_multi
|
284 |
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name: MTEB AmazonReviewsClassification (fr)
|
285 |
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config: fr
|
286 |
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split: test
|
287 |
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revision: 1399c76144fd37290681b995c656ef9b2e06e26d
|
288 |
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metrics:
|
289 |
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|
290 |
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291 |
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|
292 |
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293 |
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- type: f1_weighted
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294 |
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value: 41.3284674671926
|
295 |
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- task:
|
296 |
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type: Retrieval
|
297 |
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dataset:
|
298 |
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type: maastrichtlawtech/bsard
|
299 |
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name: MTEB BSARDRetrieval
|
300 |
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config: default
|
301 |
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split: test
|
302 |
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revision: 5effa1b9b5fa3b0f9e12523e6e43e5f86a6e6d59
|
303 |
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metrics:
|
304 |
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|
305 |
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value: 5.405
|
306 |
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|
307 |
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308 |
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836 |
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839 |
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840 |
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841 |
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842 |
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843 |
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- type: ndcg_at_5
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844 |
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845 |
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- type: precision_at_1
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847 |
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- type: precision_at_10
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848 |
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value: 4.189
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849 |
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- type: precision_at_100
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850 |
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value: 0.698
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851 |
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- type: precision_at_1000
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852 |
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853 |
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- type: precision_at_20
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854 |
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value: 2.52
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855 |
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- type: precision_at_3
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856 |
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value: 9.419
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857 |
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- type: precision_at_5
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858 |
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value: 6.749
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859 |
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- type: recall_at_1
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860 |
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861 |
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- type: recall_at_10
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862 |
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value: 41.892
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863 |
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- type: recall_at_100
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864 |
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865 |
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866 |
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867 |
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868 |
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869 |
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value: 28.255999999999997
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871 |
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- type: recall_at_5
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872 |
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value: 33.743
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873 |
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- task:
|
874 |
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type: PairClassification
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875 |
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dataset:
|
876 |
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type: GEM/opusparcus
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877 |
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name: MTEB OpusparcusPC (fr)
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878 |
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config: fr
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879 |
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split: test
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880 |
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881 |
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882 |
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883 |
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value: 82.9700272479564
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884 |
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- type: cos_sim_ap
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886 |
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888 |
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889 |
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890 |
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891 |
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892 |
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894 |
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895 |
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896 |
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897 |
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898 |
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- type: dot_precision
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899 |
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900 |
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901 |
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902 |
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- type: euclidean_accuracy
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903 |
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905 |
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906 |
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907 |
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908 |
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909 |
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value: 85.0
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910 |
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911 |
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912 |
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914 |
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915 |
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916 |
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918 |
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920 |
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922 |
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924 |
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925 |
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926 |
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- type: max_f1
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927 |
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928 |
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- task:
|
929 |
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type: PairClassification
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930 |
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dataset:
|
931 |
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type: google-research-datasets/paws-x
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932 |
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name: MTEB PawsX (fr)
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933 |
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config: fr
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934 |
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split: test
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935 |
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revision: 8a04d940a42cd40658986fdd8e3da561533a3646
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936 |
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metrics:
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937 |
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938 |
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value: 61.1
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939 |
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940 |
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value: 60.75603519868964
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941 |
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942 |
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943 |
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945 |
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946 |
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947 |
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948 |
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949 |
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950 |
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951 |
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952 |
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953 |
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954 |
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955 |
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956 |
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value: 95.5703211517165
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957 |
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958 |
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value: 61.1
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959 |
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960 |
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961 |
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962 |
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963 |
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964 |
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965 |
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966 |
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value: 95.5703211517165
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967 |
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968 |
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969 |
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970 |
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971 |
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972 |
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973 |
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974 |
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975 |
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976 |
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977 |
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978 |
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979 |
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980 |
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981 |
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982 |
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983 |
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- task:
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984 |
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type: STS
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985 |
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dataset:
|
986 |
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type: Lajavaness/SICK-fr
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987 |
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name: MTEB SICKFr
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988 |
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config: default
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989 |
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split: test
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990 |
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991 |
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metrics:
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992 |
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993 |
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value: 83.1543597030015
|
994 |
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- type: cos_sim_spearman
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995 |
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value: 77.10092303546944
|
996 |
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997 |
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998 |
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999 |
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|
1000 |
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1001 |
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|
1002 |
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- type: manhattan_spearman
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1003 |
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1004 |
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- task:
|
1005 |
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type: STS
|
1006 |
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dataset:
|
1007 |
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type: mteb/sts22-crosslingual-sts
|
1008 |
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name: MTEB STS22 (fr)
|
1009 |
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config: fr
|
1010 |
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split: test
|
1011 |
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revision: de9d86b3b84231dc21f76c7b7af1f28e2f57f6e3
|
1012 |
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metrics:
|
1013 |
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|
1014 |
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value: 79.20797144286122
|
1015 |
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- type: cos_sim_spearman
|
1016 |
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value: 80.31452099282514
|
1017 |
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- type: euclidean_pearson
|
1018 |
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value: 78.43621396282957
|
1019 |
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- type: euclidean_spearman
|
1020 |
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value: 80.31452099282514
|
1021 |
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- type: manhattan_pearson
|
1022 |
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value: 78.29678738374866
|
1023 |
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- type: manhattan_spearman
|
1024 |
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value: 79.93185465249057
|
1025 |
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- task:
|
1026 |
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type: STS
|
1027 |
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dataset:
|
1028 |
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type: mteb/stsb_multi_mt
|
1029 |
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name: MTEB STSBenchmarkMultilingualSTS (fr)
|
1030 |
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config: fr
|
1031 |
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split: test
|
1032 |
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revision: 29afa2569dcedaaa2fe6a3dcfebab33d28b82e8c
|
1033 |
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metrics:
|
1034 |
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- type: cos_sim_pearson
|
1035 |
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value: 84.69215133897265
|
1036 |
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- type: cos_sim_spearman
|
1037 |
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value: 84.35617480959016
|
1038 |
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- type: euclidean_pearson
|
1039 |
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value: 83.85371663492563
|
1040 |
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- type: euclidean_spearman
|
1041 |
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value: 84.35617480959016
|
1042 |
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- type: manhattan_pearson
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1043 |
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value: 83.85857789722276
|
1044 |
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- type: manhattan_spearman
|
1045 |
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value: 84.30794186513978
|
1046 |
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- task:
|
1047 |
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type: Summarization
|
1048 |
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dataset:
|
1049 |
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type: lyon-nlp/summarization-summeval-fr-p2p
|
1050 |
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name: MTEB SummEvalFr
|
1051 |
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config: default
|
1052 |
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split: test
|
1053 |
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revision: b385812de6a9577b6f4d0f88c6a6e35395a94054
|
1054 |
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metrics:
|
1055 |
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|
1056 |
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value: 29.187176809104393
|
1057 |
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- type: cos_sim_spearman
|
1058 |
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value: 29.65160679657583
|
1059 |
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- type: dot_pearson
|
1060 |
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value: 29.18717349611766
|
1061 |
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- type: dot_spearman
|
1062 |
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value: 29.65160679657583
|
1063 |
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- task:
|
1064 |
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type: Reranking
|
1065 |
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dataset:
|
1066 |
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type: lyon-nlp/mteb-fr-reranking-syntec-s2p
|
1067 |
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name: MTEB SyntecReranking
|
1068 |
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config: default
|
1069 |
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split: test
|
1070 |
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revision: daf0863838cd9e3ba50544cdce3ac2b338a1b0ad
|
1071 |
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metrics:
|
1072 |
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- type: map
|
1073 |
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value: 82.76666666666667
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value: 53.371
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value: 59.399
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1522 |
license: apache-2.0
|
1523 |
language:
|
1524 |
- fr
|