Releases: embeddings-benchmark/mteb
1.34.4
1.34.3
1.34.3 (2025-02-06)
Fix
- fix: Meta information ru_sentence_models (#1991)
cointegrated/rubert-tiny
sergeyzh/rubert-tiny-turbo
sergeyzh/LaBSE-ru-turbo (370b26c
)
Unknown
-
Fix HagridRetrieval load_dataset "trust_remote_code" (#1989) (
9618505
) -
Add mini-gte model (#1906)
-
add mini-gte model
-
fix formatting
-
Update mteb/models/qtack_models.py
add adapted from metadata
Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>
-
add datasets to mini-gte
-
linting for qtack_models.py
Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (1520979
)
1.34.2
1.34.2 (2025-02-05)
Fix
-
fix: leaderboard and benchmark.py inconstiencies (#1956)
-
fix: fix task types in MIEB
-
fix: French leaderboard inconsistencies
fixes #1919
Unknown
- Fix: added link for text-embedding-005 and other google models (#1962)
Add reference link for text-embedding-005, text-embedding-004 and text-multilingual-embedding-002 (2a8c25a
)
-
Update tasks table (
fc6696f
) -
Merge MIEB into main 🎉 (#1968)
-
mieb ZeroshotClassification
-
mieb docs
-
mieb implementation demo
-
model meta; abstask column names; linear probe clf
-
model meta; abstask column names; linear probe clf
-
fix: update naming as candidate_labels
-
Update README.md
-
Update README.md
-
i2tretrieval
-
test load data ignore i2tretrieval
-
[MIEB] Add image clustering (#1088)
-
make lint
-
wip
-
add TinyImageNet and run
-
type hints
-
add accuracy
-
lint
-
remove unused & fix typos
-
T2I Retrieval
-
Any2AnyRetrieval
-
fix tests from merge
-
[MIEB] Add image text pair classification and tests (#1099)
-
add ImageTextPairClassification abstask and evaluator
-
dataset transform into sequence of images for each sample
-
fix processing logic; list of list images compatability
-
lint and docstrings
-
make lint
-
fix failing tests in TaskMetadata
-
add tests for mieb
-
skip gated repo
Co-authored-by: gowitheflow-1998 <jsbs54@durham.ac.uk>
-
[MIEB] Add image classification and zero shot classification tasks (#1101)
-
fix task metadata
-
use overrideable column names
-
add CIFAR datasets
-
add caltech101 dataset
-
add FGVC aircraft dataset
-
add food 101 dataset
-
add OxfordPets dataset
-
remove comments
-
correct cifar100 path
-
update cifar100 classification results
-
cifar zero shot results
-
add caltech101 zero shot
-
matching CLIP paper implementation
-
add aircraft and food zero shot
-
add oxford pets zero shot
-
[MIEB] Add CIFAR clustering (#1104)
add CIFAR clustering
-
[MIEB] Add more image classification and zero shot classification datasets (#1103)
-
update category to i2t
-
add MNIST linear probe and zero shot
-
add FER2013 linear probe and zero shot
-
add stanford cars linear probe and zero shot
-
add birdsnap linear probe and zero shot
-
add eurosat linear probe and zero shot
-
lint
-
correct eurosat zero shot labels
-
add abstask for image multilable and voc2007
-
make lint
-
[MIEB] Add more image classification and zero shot datasets (#1105)
-
add STL10 linear probe and zero shot
-
add RESISC45 linear probe and zeor shot
-
add Describable textures linear probe and zero shot
-
fix spacing lint
-
add SUN397 linear probe and zero shot
-
correct SUN397 zero shot captions
-
add baai bge vista
-
add e5-v
-
linting
-
memory issues for image linear probe & zeroshot
-
kknn linear probe arguments
-
del comments
-
Add some classification and ZeroShot classification tasks (#1107)
-
Add Country211 classification task
-
Add imagenet1k classification task
-
Add UCF101 classification task
-
Add PatchCamelyon Classification task
-
Add GTSRB classification task
-
Add GSTRB Zero Shot Classification
-
Add country211 zero shot classification
-
Add results for classification tasks
-
Add zero shot classification tasks
-
Add PatchCamelyon tasks and results
-
Add linting
-
Add results and fix prompts for zero shot
-
Add results
-
Add results and linting
-
fix dependency & clip mock test
-
[MIEB] Add jina clip (#1120)
-
add jina clip and mscoco i2t and t2i results
-
make lint
-
[MIEB] Update
mieb
with themain
branch and some fixes (#1126) -
fix instruction retrival (#1072)
-
fix instruction retrival
-
fix test
-
add points
-
make nested results
-
add test
-
skip instruction test
-
fix instruction passes
-
fix unions
-
move do_length_ablation
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
-
Update points table
-
fix: fix bug-causing spelling error in function name of e5-mistral-instruct (#1106)
found bug
- 1.12.85
Automatically generated by python-semantic-release
-
fix: MultilingualSentimentClassification (#1109)
-
Update points table
-
fix: Avoid spaces in dataset name for CQADupstack and ignore speed tasks
-
1.12.86
Automatically generated by python-semantic-release
-
fix: Ensure that MLSUMClusteringP2P.v2 use the fast implementation as was intended (#1112)
-
fix: Ensure that MLSUMClusteringP2P.v2 use the fast implementation as was intended
-
fix: fixed formatting for cli
-
docs: improve searchability in the advanced usage documentation
-
1.12.87
Automatically generated by python-semantic-release
-
docs: improve searchability in the advanced usage documentation (#1113)
-
docs: improve searchability in the advanced usage documentation
-
docs: update based on corrections
-
fix: export type for
mteb create_meta
(#1114) -
fix export type
-
fix dataset version too
-
1.12.88
Automatically generated by python-semantic-release
-
fix: Simplify models implementations (#1085)
-
Merge
-
Adapt
-
Simplify
-
Check for rev again
-
Rmv cmmnt
-
Simplify
-
simplify
-
Rmv comment
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
-
Use logging; change try except; add info
-
Lint
-
Rmv results
-
Update rev
-
format
-
Simplify models; Allow instructions
-
Jobs
-
Fix merge
-
Format
-
Adapt models
-
fix: ensure that e5 ignores the NQ
-
format
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
- 1.12.89
Automatically generated by python-semantic-release
-
fix: nomic models using prefix correctly (#1125)
-
fix: nomic models using prefix correctly
-
chore: remove comment
-
fix: handling in case not torch tensor
-
Fix typo
Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>
- 1.12.90
Automatically generated by python-semantic-release
-
refactor vista model wrapper to contain lib import
-
python 38 type hints
Co-authored-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com>
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: anpalmak2003 <73543260+anpalmak2003@users.noreply.github.com>
Co-authored-by: github-actions <github-actions@github.com>
Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>
Co-authored-by: Zach Nussbaum <zanussbaum@gmail.com>
Co-authored-by: chenghao xiao <85804993+gowitheflow-1998@users.noreply.github.com>
-
image memoery issues for all retrieval Abstasks
-
Add CLEVR and SciMMIR Image-Text Understanding tasks (#1127)
-
Add CLEVER and SciMMIR
-
Update metadata
-
remove useless comment
-
Add linting
-
fix typo and tests
-
Add CLEVR count task
-
add linting
-
add fashion200k & fashionIQ test passed
-
clip text max seq truncation
-
add WebQA, NIGHTS, OVEN
-
any2any retrieval chunk encoding
-
add nomic vision model; any2any topk bug
-
add cv recall
-
add InfoSeek; VisualNews
-
[MIEB] Add Stanford Cars i2i Retrieval (#1147)
-
wip
-
add results
-
make lint
-
change back the order
-
[MIEB] Add CUB200 i2i retrieval (#1154)
-
add cub200 and results
-
add skip_first_result
-
skipped self and rerun results
-
consolidate i2t and t2i to any2any
-
remove abstask and evaluators
-
remove references from test
-
tu-add berlin sketch retrieval
-
XM3600; XFlickr30kCO; mutilingual
-
wit multilingual retrieval t2i
-
correct multilingual t2i meta
-
meta
-
add dinov2 model; 4 sizes
-
cls evaluator channel bug fix
-
add ALIGN model
-
add FORBI2IRetrieval
-
forb & tuberlin new revision
-
disable tokenization parallelism
-
add hateful meme retrieval i2tt2i
-
add memotion retrieval t2ii2t
-
add SciMMIR Retrieval i2tt2i
-
ruff update
-
Visual STS Abstask&evaluator
-
add visual STS17
-
add visual STS 12-16
-
[mieb] Add blip and blip2 models, and ImageNetDog15Clustering task (#1226)
-
wip: start adding BLIP models
-
add other blip variants
-
wip: add blip2_models.py
-
make lint
-
wip: implement blip2 wrapper
-
feat: add blip2 models, still mismatched names
-
fix: remove projections from image and text embeddings
-
make lint
-
wip: add coco BLIP2
-
fix: BLIP2 better zero-shot classification without text_proj and vision_proj
-
tidy blip2
-
add imagenet-dog-15 dataset
-
tidy and lint
-
remove unused import
-
add cluster_accuracy, ari and nmi to Image.ClusteringEvaluator
-
add imagenet-10 clustering task
-
add results forclip on ImageNet10Clustering and ImageNetDog15Clustering
-
[mieb] add 3 compositionality evaluation tasks (#1229)
-
linting & update unavailable dataset path
-
add aro visual relation&attribution; sugarcrepe
-
correct reference
-
add SOPI2IRetrieval dataset/task (#1232)
-
wip: start adding BLIP models
-
add other blip variants
-
wip: add blip2_models.py
-
make lint
-
wip: implement blip2 wrapper
-
feat: add blip2 models, still mismatched names
-
fix: remove projections from image and text embeddi...
1.34.1
1.34.1 (2025-02-05)
Documentation
-
docs: Add instruction for running leaderboard (#1925)
-
fix: Add instruction for running leaderboard
@x-tabdeveloping should we rename it from demo to app?
Fixes #1923
- Update README.md (
d87d17e
)
Fix
- fix: Changed callback for slider, accounted for None input (#1969)
Changed callback for slider, accounted for None input (4232427
)
Unknown
This reverts commit 6d63d06.
-
Update extract_model_names.py
-
make lint
-
trigger CI
-
make lint (
2c62d21
) -
misc: add warnings (#1945)
-
add warnings
-
update warns
-
add warning to metadata dict
-
Update mteb/evaluation/MTEB.py
Co-authored-by: Isaac Chung <chungisaac1217@gmail.com>
Co-authored-by: Isaac Chung <chungisaac1217@gmail.com> (195e688
)
-
misc: lint main (#1961)
-
lint main
-
try 3.10
-
make lint (
cde11ae
) -
Update ModelMeta of inf-retriever-v1 (#1964)
Update inf-retriever-v1 of bf16 version and max_tokens (c22f14d
)
1.34.0
1.34.0 (2025-02-04)
Feature
-
feat: Add new benchmark BEIR-NL (#1909)
-
BEIR-NL datasets
-
BEIR-NL added to benchmarks
-
BEIR-NL annotations_creators changed to derived
-
BEIR-NL sample_creation clarified
-
Update mteb/tasks/Retrieval/nld/MMARCONLRetrieval.py
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
- Update mteb/tasks/Retrieval/nld/FEVERNLRetrieval.py
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
- Update mteb/tasks/Retrieval/nld/ClimateFEVERNLRetrieval.py
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
-
descriptions of models are changed to include BEIR-NL
-
dates for BEIR-NL fixed
-
more metadata annotations for BEIR-NL
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com> (de8f384
)
Unknown
-
Update tasks table (
d162645
) -
Merge branch 'main' of https://github.com/embeddings-benchmark/mteb (
3036c05
)
1.33.1
1.33.0
1.33.0 (2025-02-04)
Feature
-
feat: Merge MIEB into main 🎉 (#1944)
-
mieb ZeroshotClassification
-
mieb docs
-
mieb implementation demo
-
model meta; abstask column names; linear probe clf
-
model meta; abstask column names; linear probe clf
-
fix: update naming as candidate_labels
-
Update README.md
-
Update README.md
-
i2tretrieval
-
test load data ignore i2tretrieval
-
[MIEB] Add image clustering (#1088)
-
make lint
-
wip
-
add TinyImageNet and run
-
type hints
-
add accuracy
-
lint
-
remove unused & fix typos
-
T2I Retrieval
-
Any2AnyRetrieval
-
fix tests from merge
-
[MIEB] Add image text pair classification and tests (#1099)
-
add ImageTextPairClassification abstask and evaluator
-
dataset transform into sequence of images for each sample
-
fix processing logic; list of list images compatability
-
lint and docstrings
-
make lint
-
fix failing tests in TaskMetadata
-
add tests for mieb
-
skip gated repo
Co-authored-by: gowitheflow-1998 <jsbs54@durham.ac.uk>
- [MIEB] Add image classification and zero shot classification tasks (#1101)
- fix task metadata
- use overrideable column names
- add CIFAR datasets
- add caltech101 dataset
- add FGVC aircraft dataset
- add food 101 dataset
- add OxfordPets dataset
- remove comments
- correct cifar100 path
- update cifar100 classification results
- cifar zero shot results
- add caltech101 zero shot
- matching CLIP paper implementation
- add aircraft and food zero shot
- add oxford pets zero shot
- [MIEB] Add CIFAR clustering (#1104)
add CIFAR clustering - [MIEB] Add more image classification and zero shot classification datasets (#1103)
- update category to i2t
- add MNIST linear probe and zero shot
- add FER2013 linear probe and zero shot
- add stanford cars linear probe and zero shot
- add birdsnap linear probe and zero shot
- add eurosat linear probe and zero shot
- lint
- correct eurosat zero shot labels
- add abstask for image multilable and voc2007
- make lint
- [MIEB] Add more image classification and zero shot datasets (#1105)
- add STL10 linear probe and zero shot
- add RESISC45 linear probe and zeor shot
- add Describable textures linear probe and zero shot
- fix spacing lint
- add SUN397 linear probe and zero shot
- correct SUN397 zero shot captions
- add baai bge vista
- add e5-v
- linting
- memory issues for image linear probe & zeroshot
- kknn linear probe arguments
- del comments
- Add some classification and ZeroShot classification tasks (#1107)
- Add Country211 classification task
- Add imagenet1k classification task
- Add UCF101 classification task
- Add PatchCamelyon Classification task
- Add GTSRB classification task
- Add GSTRB Zero Shot Classification
- Add country211 zero shot classification
- Add results for classification tasks
- Add zero shot classification tasks
- Add PatchCamelyon tasks and results
- Add linting
- Add results and fix prompts for zero shot
- Add results
- Add results and linting
- fix dependency & clip mock test
- [MIEB] Add jina clip (#1120)
- add jina clip and mscoco i2t and t2i results
- make lint
- [MIEB] Update
mieb
with themain
branch and some fixes (#1126) - fix instruction retrival (#1072)
- fix instruction retrival
- fix test
- add points
- make nested results
- add test
- skip instruction test
- fix instruction passes
- fix unions
- move do_length_ablation
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
- Update points table
- fix: fix bug-causing spelling error in function name of e5-mistral-instruct (#1106)
found bug - 1.12.85
Automatically generated by python-semantic-release - fix: MultilingualSentimentClassification (#1109)
- Update points table
- fix: Avoid spaces in dataset name for CQADupstack and ignore speed tasks
- 1.12.86
Automatically generated by python-semantic-release - fix: Ensure that MLSUMClusteringP2P.v2 use the fast implementation as was intended (#1112)
- fix: Ensure that MLSUMClusteringP2P.v2 use the fast implementation as was intended
- fix: fixed formatting for cli
- docs: improve searchability in the advanced usage documentation
- 1.12.87
Automatically generated by python-semantic-release - docs: improve searchability in the advanced usage documentation (#1113)
- docs: improve searchability in the advanced usage documentation
- docs: update based on corrections
- fix: export type for
mteb create_meta
(#1114) - fix export type
- fix dataset version too
- 1.12.88
Automatically generated by python-semantic-release - fix: Simplify models implementations (#1085)
- Merge
- Adapt
- Simplify
- Check for rev again
- Rmv cmmnt
- Simplify
- simplify
- Rmv comment
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com> - Use logging; change try except; add info
- Lint
- Rmv results
- Update rev
- format
- Simplify models; Allow instructions
- Jobs
- Fix merge
- Format
- Adapt models
- fix: ensure that e5 ignores the NQ
- format
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
- 1.12.89
Automatically generated by python-semantic-release - fix: nomic models using prefix correctly (#1125)
- fix: nomic models using prefix correctly
- chore: remove comment
- fix: handling in case not torch tensor
- Fix typo
Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>
- 1.12.90
Automatically generated by python-semantic-release - refactor vista model wrapper to contain lib import
- python 38 type hints
Co-authored-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com>
Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsen@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: anpalmak2003 <73543260+anpalmak2003@users.noreply.github.com>
Co-authored-by: github-actions <github-actions@github.com>
Co-authored-by: Niklas Muennighoff <n.muennighoff@gmail.com>
Co-authored-by: Zach Nussbaum <zanussbaum@gmail.com>
Co-authored-by: chenghao xiao <85804993+gowitheflow-1998@users.noreply.github.com>
- image memoery issues for all retrieval Abstasks
- Add CLEVR and SciMMIR Image-Text Understanding tasks (#1127)
- Add CLEVER and SciMMIR
- Update metadata
- remove useless comment
- Add linting
- fix typo and tests
- Add CLEVR count task
- add linting
- add fashion200k & fashionIQ test passed
- clip text max seq truncation
- add WebQA, NIGHTS, OVEN
- any2any retrieval chunk encoding
- add nomic vision model; any2any topk bug
- add cv recall
- add InfoSeek; VisualNews
- [MIEB] Add Stanford Cars i2i Retrieval (#1147)
- wip
- add results
- make lint
- change back the order
- [MIEB] Add CUB200 i2i retrieval (#1154)
- add cub200 and results
- add skip_first_result
- skipped self and rerun results
- consolidate i2t and t2i to any2any
- remove abstask and evaluators
- remove references from test
- tu-add berlin sketch retrieval
- XM3600; XFlickr30kCO; mutilingual
- wit multilingual retrieval t2i
- correct multilingual t2i meta
- meta
- add dinov2 model; 4 sizes
- cls evaluator channel bug fix
- add ALIGN model
- add FORBI2IRetrieval
- forb & tuberlin new revision
- disable tokenization parallelism
- add hateful meme retrieval i2tt2i
- add memotion retrieval t2ii2t
- add SciMMIR Retrieval i2tt2i
- ruff update
- Visual STS Abstask&evaluator
- add visual STS17
- add visual STS 12-16
- [mieb] Add blip and blip2 models, and ImageNetDog15Clustering task (#1226)
- wip: start adding BLIP models
- add other blip variants
- wip: add blip2_models.py
- make lint
- wip: implement blip2 wrapper
- feat: add blip2 models, still mismatched names
- fix: remove projections from image and text embeddings
- make lint
- wip: add coco BLIP2
- fix: BLIP2 better zero-shot classification without text_proj and vision_proj
- tidy blip2
- add imagenet-dog-15 dataset
- tidy and lint
- remove unused import
- add cluster_accuracy, ari and nmi to Image.ClusteringEvaluator
- add imagenet-10 clustering task
- add results forclip on ImageNet10Clustering and ImageNetDog15Clustering
- [mieb] add 3 compositionality evaluation tasks (#1229)
- linting & update unavailable dataset path
- add aro visual relation&attribution; sugarcrepe
- correct reference
- add SOPI2IRetrieval dataset/task (#1232)
- wip: start adding BLIP models
- add other blip variants
- wip: add blip2_models.py
- make lint
- wip: implement blip2 wrapper
- feat: add blip2 models, still mismatched names
- fix: remove projections from image and text embeddings
- make lint
- wip: add coco BLIP2
- fix: BLIP2 better zero-shot classification without text_proj and vision_proj
- tidy blip2
- add imagenet-dog-15 dataset
- tidy and lint
- remove unused import
- add cluster_accuracy, ari and nmi to Image.ClusteringEvaluator
- add imagenet-10 clustering task
- add SOPI2IRetrieval
- add results forclip on ImageNet10Clustering and ImageNetDog15Clustering
- add SOPI2IRetrieval results for clip 32
- add results for clip vit 32/SOPI2IRetrieval
- resolve conflict
- change reference
- Image text pair cls (#1233)
- fix ImageTextPair dataloading for large datasets; more compositionality evaluation datasets
- fix meta data
- fix validate points
Co-authored-by: Isaac Chung <chungisaac1217@gmail.com>
- Add RP2kI2IRetrieval and METI2IRetrieval (#1239)
- wip: start adding BLIP models
- add other blip variants
- wip: add blip2_models.py
- make lint
- wip: implement blip2 wrapper
- feat: add blip2 models, still mismatched names
- fix: remove projections from image and text embeddings
- make lint
- wip: add coco BLIP2
- fix: BLIP2 better zero-shot classification without text_proj and...
1.32.0
1.32.0 (2025-02-04)
Feature
- feat: add beir (#1933)
add beir (7ef3a90
)
Unknown
-
Updated links in MTEB(eng) and eng,classic (#1948) (
3cf2bed
) -
misc: add bgev1 models (#1928)
-
add bgev1 models
-
add bge-*-en
-
fix naming (
e16acf8
) -
misc: add warning for save_suffix removal from AbsTask (#1940)
add warning for param removal (07c489d
)
- Leaderboard: Acks (#1930)
Add acs (476afc7
)
1.31.8
1.31.8 (2025-02-01)
Documentation
- docs: Updated citation for mteb(scandinavian) (#1914)
fix: Updated citation for mteb(scandinavian) (f3526fc
)
Fix
-
fix: Add datasets in CodeRAG-Bench (#1595)
-
add three out of four datasets in CodeRAG-Bench
-
add verified CodeRAGStackoverflowPostsRetrieval dataset
-
clean up code and make some comments
-
fixed lint errors
-
addressed comments about code-rag datasets: fixed grammar and remove unnessary code and loop
-
roll back files which is not supposed to change
-
fixed the comments in split_by_first_newline() and make the methods private by adding a underscore prefix
-
refactor to use common args
-
update task descriptions
-
add entry in benchmarks
-
correct the alphanumeric order for the dataset
-
add in tasks.md
-
add in tasks.md
-
update task metadata
-
update importing path
-
fix lint errors
-
correct CodeRAG task metadata description field and id for stackoverflow-posts
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fix error in test
Co-authored-by: Isaac Chung <chungisaac1217@gmail.com> (9c762da
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Unknown
- Update tasks table (
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1.31.7
1.31.7 (2025-02-01)
Documentation
- docs: Add sort to domains for task metadata (#1922)
Tests currently go into an infinite loop. This should prevent that. (6f673ba
)
Fix
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