Model: shindy-dev/granite-embedding-278m-shindy-multilingual-GGUF
Author: shindy-dev
Pipeline: text-generation
Tags: gguf, language, granite, embeddings, multilingual, text-generation, en, ar, cs, de, es, fr, it, ja, ko, nl, pt, zh, base_model:lmstudio-community/granite-embedding-278m-multilingual-GGUF, base_model:quantized:lmstudio-community/granite-embedding-278m-multilingual-GGUF, license:apache-2.0, model-index, endpoints_compatible, region:us, feature-extraction
Base models (quantized): id: lmstudio-community/granite-embedding-278m-multilingual-GGUF
Card metadata: quantized_by: bartowski
pipeline_tag: text-generation
language: en, ar, cs, de, es, fr, it, ja, ko, nl, pt, zh
tags: language, granite, embeddings, multilingual
license: apache-2.0
base_model: lmstudio-community/granite-embedding-278m-multilingual-GGUF
model-index: name: ibm-granite/granite-embedding-278m-multilingual
results: task: type: Retrieval
dataset: name: Miracl (en)
type: miracl/mmteb-miracl
config: en
split: dev
metrics: type: ndcg_at_1
value: 0.45557
verified: no, type: ndcg_at_10
value: 0.49372
verified: no, type: ndcg_at_100
value: 0.5728
verified: no, type: ndcg_at_1000
value: 0.59187
verified: no, type: ndcg_at_20
value: 0.52863
verified: no, type: ndcg_at_3
value: 0.43969
verified: no, type: ndcg_at_5
value: 0.45551
verified: no, type: recall_at_1
value: 0.21785
verified: no, type: recall_at_10
value: 0.59513
verified: no, type: recall_at_100
value: 0.85785
verified: no, type: recall_at_1000
value: 0.96041
verified: no, type: recall_at_20
value: 0.69357
verified: no, type: recall_at_3
value: 0.40403
verified: no, type: recall_at_5
value: 0.48499
verified: no, task: type: Retrieval
dataset: name: Miracl (ar)
type: miracl/mmteb-miracl
config: ar
split: dev
metrics: type: ndcg_at_1
value: 0.57459
verified: no, type: ndcg_at_10
value: 0.64238
verified: no, type: ndcg_at_100
value: 0.6867
verified: no, type: ndcg_at_1000
value: 0.6951
verified: no, type: ndcg_at_20
value: 0.66455
verified: no, type: ndcg_at_3
value: 0.58162
verified: no, type: ndcg_at_5
value: 0.60831
verified: no, type: recall_at_1
value: 0.38064
verified: no, type: recall_at_10
value: 0.75098
verified: no, type: recall_at_100
value: 0.91203
verified: no, type: recall_at_1000
value: 0.96706
verified: no, type: recall_at_20
value: 0.81978
verified: no, type: recall_at_3
value: 0.58618
verified: no, type: recall_at_5
value: 0.66353
verified: no, task: type: Retrieval
dataset: name: Miracl (bn)
type: miracl/mmteb-miracl
config: bn
split: dev
metrics: type: ndcg_at_1
value: 0.60341
verified: no, type: ndcg_at_10
value: 0.68055
verified: no, type: ndcg_at_100
value: 0.72008
verified: no, type: ndcg_at_1000
value: 0.72716
verified: no, type: ndcg_at_20
value: 0.69914
verified: no, type: ndcg_at_3
value: 0.60805
verified: no, type: ndcg_at_5
value: 0.64486
verified: no, type: recall_at_1
value: 0.37948
verified: no, type: recall_at_10
value: 0.80609
verified: no, type: recall_at_100
value: 0.94305
verified: no, type: recall_at_1000
value: 0.98625
verified: no, type: recall_at_20
value: 0.86141
verified: no, type: recall_at_3
value: 0.61095
verified: no, type: recall_at_5
value: 0.71316
verified: no, task: type: Retrieval
dataset: name: Miracl (de)
type: miracl/mmteb-miracl
config: de
split: dev
metrics: type: ndcg_at_1
value: 0.45574
verified: no, type: ndcg_at_10
value: 0.48123
verified: no, type: ndcg_at_100
value: 0.56049
verified: no, type: ndcg_at_1000
value: 0.57979
verified: no, type: ndcg_at_20
value: 0.51785
verified: no, type: ndcg_at_3
value: 0.41243
verified: no, type: ndcg_at_5
value: 0.4386
verified: no, type: recall_at_1
value: 0.20401
verified: no, type: recall_at_10
value: 0.58779
verified: no, type: recall_at_100
value: 0.8584
verified: no, type: recall_at_1000
value: 0.97364
verified: no, type: recall_at_20
value: 0.69061
verified: no, type: recall_at_3
value: 0.36573
verified: no, type: recall_at_5
value: 0.47495
verified: no, task: type: Retrieval
dataset: name: Miracl (es)
type: miracl/mmteb-miracl
config: es
split: dev
metrics: type: ndcg_at_1
value: 0.5571
verified: no, type: ndcg_at_10
value: 0.49688
verified: no, type: ndcg_at_100
value: 0.60493
verified: no, type: ndcg_at_1000
value: 0.62922
verified: no, type: ndcg_at_20
value: 0.54438
verified: no, type: ndcg_at_3
value: 0.47981
verified: no, type: ndcg_at_5
value: 0.46584
verified: no, type: recall_at_1
value: 0.1638
verified: no, type: recall_at_10
value: 0.54155
verified: no, type: recall_at_100
value: 0.85136
verified: no, type: recall_at_1000
value: 0.96951
verified: no, type: recall_at_20
value: 0.65329
verified: no, type: recall_at_3
value: 0.31503
verified: no, type: recall_at_5
value: 0.40356
verified: no, task: type: Retrieval
dataset: name: Miracl (fa)
type: miracl/mmteb-miracl
config: fa
split: dev
metrics: type: ndcg_at_1
value: 0.39873
verified: no, type: ndcg_at_10
value: 0.50226
verified: no, type: ndcg_at_100
value: 0.56517
verified: no, type: ndcg_at_1000
value: 0.57967
verified: no, type: ndcg_at_20
value: 0.5292
verified: no, type: ndcg_at_3
value: 0.42738
verified: no, type: ndcg_at_5
value: 0.45843
verified: no, type: recall_at_1
value: 0.25369
verified: no, type: recall_at_10
value: 0.63776
verified: no, type: recall_at_100
value: 0.87686
verified: no, type: recall_at_1000
value: 0.9671
verified: no, type: recall_at_20
value: 0.72099
verified: no, type: recall_at_3
value: 0.43808
verified: no, type: recall_at_5
value: 0.52378
verified: no, task: type: Retrieval
dataset: name: Miracl (fi)
type: miracl/mmteb-miracl
config: fi
split: dev
metrics: type: ndcg_at_1
value: 0.60818
verified: no, type: ndcg_at_10
value: 0.6746
verified: no, type: ndcg_at_100
value: 0.71516
verified: no, type: ndcg_at_1000
value: 0.7218
verified: no, type: ndcg_at_20
value: 0.69692
verified: no, type: ndcg_at_3
value: 0.6006
verified: no, type: ndcg_at_5
value: 0.63842
verified: no, type: recall_at_1
value: 0.39264
verified: no, type: recall_at_10
value: 0.78577
verified: no, type: recall_at_100
value: 0.93291
verified: no, type: recall_at_1000
value: 0.97493
verified: no, type: recall_at_20
value: 0.85435
verified: no, type: recall_at_3
value: 0.61055
verified: no, type: recall_at_5
value: 0.69774
verified: no, task: type: Retrieval
dataset: name: Miracl (fr)
type: miracl/mmteb-miracl
config: fr
split: dev
metrics: type: ndcg_at_1
value: 0.3965
verified: no, type: ndcg_at_10
value: 0.49891
verified: no, type: ndcg_at_100
value: 0.56492
verified: no, type: ndcg_at_1000
value: 0.57837
verified: no, type: ndcg_at_20
value: 0.53163
verified: no, type: ndcg_at_3
value: 0.39843
verified: no, type: ndcg_at_5
value: 0.44416
verified: no, type: recall_at_1
value: 0.22644
verified: no, type: recall_at_10
value: 0.65169
verified: no, type: recall_at_100
value: 0.89786
verified: no, type: recall_at_1000
value: 0.98081
verified: no, type: recall_at_20
value: 0.75338
verified: no, type: recall_at_3
value: 0.39798
verified: no, type: recall_at_5
value: 0.51001
verified: no, task: type: Retrieval
dataset: name: Miracl (hi)
type: miracl/mmteb-miracl
config: hi
split: dev
metrics: type: ndcg_at_1
value: 0.36857
verified: no, type: ndcg_at_10
value: 0.46141
verified: no, type: ndcg_at_100
value: 0.52565
verified: no, type: ndcg_at_1000
value: 0.54319
verified: no, type: ndcg_at_20
value: 0.49384
verified: no, type: ndcg_at_3
value: 0.39469
verified: no, type: ndcg_at_5
value: 0.4184
verified: no, type: recall_at_1
value: 0.20185
verified: no, type: recall_at_10
value: 0.59474
verified: no, type: recall_at_100
value: 0.83385
verified: no, type: recall_at_1000
value: 0.94813
verified: no, type: recall_at_20
value: 0.69437
verified: no, type: recall_at_3
value: 0.38993
verified: no, type: recall_at_5
value: 0.47881
verified: no, task: type: Retrieval
dataset: name: Miracl (id)
type: miracl/mmteb-miracl
config: id
split: dev
metrics: type: ndcg_at_1
value: 0.46354
verified: no, type: ndcg_at_10
value: 0.47229
verified: no, type: ndcg_at_100
value: 0.5525
verified: no, type: ndcg_at_1000
value: 0.57648
verified: no, type: ndcg_at_20
value: 0.50606
verified: no, type: ndcg_at_3
value: 0.42538
verified: no, type: ndcg_at_5
value: 0.43717
verified: no, type: recall_at_1
value: 0.20787
verified: no, type: recall_at_10
value: 0.54771
verified: no, type: recall_at_100
value: 0.80689
verified: no, type: recall_at_1000
value: 0.94032
verified: no, type: recall_at_20
value: 0.63842
verified: no, type: recall_at_3
value: 0.36229
verified: no, type: recall_at_5
value: 0.44437
verified: no, task: type: Retrieval
dataset: name: Miracl (ja)
type: miracl/mmteb-miracl
config: ja
split: dev
metrics: type: ndcg_at_1
value: 0.56279
verified: no, type: ndcg_at_10
value: 0.6281
verified: no, type: ndcg_at_100
value: 0.67757
verified: no, type: ndcg_at_1000
value: 0.68667
verified: no, type: ndcg_at_20
value: 0.6521
verified: no, type: ndcg_at_3
value: 0.56226
verified: no, type: ndcg_at_5
value: 0.5866
verified: no, type: recall_at_1
value: 0.36648
verified: no, type: recall_at_10
value: 0.7496
verified: no, type: recall_at_100
value: 0.92461
verified: no, type: recall_at_1000
value: 0.97827
verified: no, type: recall_at_20
value: 0.82326
verified: no, type: recall_at_3
value: 0.55845
verified: no, type: recall_at_5
value: 0.63854
verified: no, task: type: Retrieval
dataset: name: Miracl (ko)
type: miracl/mmteb-miracl
config: ko
split: dev
metrics: type: ndcg_at_1
value: 0.52582
verified: no, type: ndcg_at_10
value: 0.59216
verified: no, type: ndcg_at_100
value: 0.65093
verified: no, type: ndcg_at_1000
value: 0.66204
verified: no, type: ndcg_at_20
value: 0.62427
verified: no, type: ndcg_at_3
value: 0.5373
verified: no, type: ndcg_at_5
value: 0.55886
verified: no, type: recall_at_1
value: 0.30521
verified: no, type: recall_at_10
value: 0.71159
verified: no, type: recall_at_100
value: 0.90203
verified: no, type: recall_at_1000
value: 0.96714
verified: no, type: recall_at_20
value: 0.80209
verified: no, type: recall_at_3
value: 0.515
verified: no, type: recall_at_5
value: 0.6071
verified: no, task: type: Retrieval
dataset: name: Miracl (ru)
type: miracl/mmteb-miracl
config: ru
split: dev
metrics: type: ndcg_at_1
value: 0.47524
verified: no, type: ndcg_at_10
value: 0.52349
verified: no, type: ndcg_at_100
value: 0.59725
verified: no, type: ndcg_at_1000
value: 0.61313
verified: no, type: ndcg_at_20
value: 0.55669
verified: no, type: ndcg_at_3
value: 0.46812
verified: no, type: ndcg_at_5
value: 0.48442
verified: no, type: recall_at_1
value: 0.24337
verified: no, type: recall_at_10
value: 0.62437
verified: no, type: recall_at_100
value: 0.86489
verified: no, type: recall_at_1000
value: 0.95266
verified: no, type: recall_at_20
value: 0.71411
verified: no, type: recall_at_3
value: 0.42927
verified: no, type: recall_at_5
value: 0.51258
verified: no, task: type: Retrieval
dataset: name: Miracl (sw)
type: miracl/mmteb-miracl
config: sw
split: dev
metrics: type: ndcg_at_1
value: 0.5166
verified: no, type: ndcg_at_10
value: 0.61271
verified: no, type: ndcg_at_100
value: 0.66099
verified: no, type: ndcg_at_1000
value: 0.66867
verified: no, type: ndcg_at_20
value: 0.63643
verified: no, type: ndcg_at_3
value: 0.54828
verified: no, type: ndcg_at_5
value: 0.57382
verified: no, type: recall_at_1
value: 0.35277
verified: no, type: recall_at_10
value: 0.74368
verified: no, type: recall_at_100
value: 0.92261
verified: no, type: recall_at_1000
value: 0.97109
verified: no, type: recall_at_20
value: 0.81888
verified: no, type: recall_at_3
value: 0.56739
verified: no, type: recall_at_5
value: 0.6421
verified: no, task: type: Retrieval
dataset: name: Miracl (te)
type: miracl/mmteb-miracl
config: te
split: dev
metrics: type: ndcg_at_1
value: 0.63768
verified: no, type: ndcg_at_10
value: 0.79193
verified: no, type: ndcg_at_100
value: 0.80243
verified: no, type: ndcg_at_1000
value: 0.80438
verified: no, type: ndcg_at_20
value: 0.79549
verified: no, type: ndcg_at_3
value: 0.76031
verified: no, type: ndcg_at_5
value: 0.77915
verified: no, type: recall_at_1
value: 0.63084
verified: no, type: recall_at_10
value: 0.92411
verified: no, type: recall_at_100
value: 0.97363
verified: no, type: recall_at_1000
value: 0.98833
verified: no, type: recall_at_20
value: 0.9374
verified: no, type: recall_at_3
value: 0.84159
verified: no, type: recall_at_5
value: 0.88627
verified: no, task: type: Retrieval
dataset: name: Miracl (th)
type: miracl/mmteb-miracl
config: th
split: dev
metrics: type: ndcg_at_1
value: 0.66712
verified: no, type: ndcg_at_10
value: 0.73324
verified: no, type: ndcg_at_100
value: 0.76633
verified: no, type: ndcg_at_1000
value: 0.77119
verified: no, type: ndcg_at_20
value: 0.75243
verified: no, type: ndcg_at_3
value: 0.67393
verified: no, type: ndcg_at_5
value: 0.70201
verified: no, type: recall_at_1
value: 0.47106
verified: no, type: recall_at_10
value: 0.84294
verified: no, type: recall_at_100
value: 0.95949
verified: no, type: recall_at_1000
value: 0.98874
verified: no, type: recall_at_20
value: 0.90085
verified: no, type: recall_at_3
value: 0.68456
verified: no, type: recall_at_5
value: 0.75915
verified: no, task: type: Retrieval
dataset: name: Miracl (yo)
type: miracl/mmteb-miracl
config: yo
split: dev
metrics: type: ndcg_at_1
value: 0.4958
verified: no, type: ndcg_at_10
value: 0.68705
verified: no, type: ndcg_at_100
value: 0.70664
verified: no, type: ndcg_at_1000
value: 0.71197
verified: no, type: ndcg_at_20
value: 0.698
verified: no, type: ndcg_at_3
value: 0.64793
verified: no, type: ndcg_at_5
value: 0.66709
verified: no, type: recall_at_1
value: 0.46289
verified: no, type: recall_at_10
value: 0.85154
verified: no, type: recall_at_100
value: 0.93557
verified: no, type: recall_at_1000
value: 0.97479
verified: no, type: recall_at_20
value: 0.89076
verified: no, type: recall_at_3
value: 0.7507
verified: no, type: recall_at_5
value: 0.79202
verified: no, task: type: Retrieval
dataset: name: Miracl (zh)
type: miracl/mmteb-miracl
config: zh
split: dev
metrics: type: ndcg_at_1
value: 0.47583
verified: no, type: ndcg_at_10
value: 0.52553
verified: no, type: ndcg_at_100
value: 0.6
verified: no, type: ndcg_at_1000
value: 0.61415
verified: no, type: ndcg_at_20
value: 0.55668
verified: no, type: ndcg_at_3
value: 0.45839
verified: no, type: ndcg_at_5
value: 0.48127
verified: no, type: recall_at_1
value: 0.24488
verified: no, type: recall_at_10
value: 0.63659
verified: no, type: recall_at_100
value: 0.89702
verified: no, type: recall_at_1000
value: 0.97996
verified: no, type: recall_at_20
value: 0.72652
verified: no, type: recall_at_3
value: 0.42827
verified: no, type: recall_at_5
value: 0.52081
verified: no
Likes: 0 | All-time downloads: 718
Created: 2025-08-16 14:30:10