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FedML-AI
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FedNLP
FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
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fednlp disappeared in the new url. can you restore it?
#37
springfall2018
opened
8 months ago
0
Come up problems in Running Text Classification model with No module named transformers
#36
QIJIAHAO-6
opened
1 year ago
0
when run "bash run_simulation.sh 5" , error "MPI_ABORT was invoked on......."
#35
hdmimang
opened
1 year ago
0
when running “sh run_text_classification.sh” fedavg_main_tc.py: error: argument --client_num_per_round: expected one argument
#34
hdmimang
opened
2 years ago
1
No protocol specified | Open MPI not enough slots available in the system
#33
selfcontrol7
opened
2 years ago
2
怎么体现联邦学习？我怎么得到每个节点学习过程中的loss情况呢
#32
ysgncss
opened
2 years ago
1
怎么生成partition.h5文件？
#31
ysgncss
closed
2 years ago
0
Issue when running centralized/bilstm_exps/main_text_classification.py
#30
aayush9753
opened
2 years ago
1
KeyError: 'Unable to open object (bad heap free list)'
#29
ysgncss
opened
2 years ago
3
[IMPORTANT]Client Sampling Frozen
#28
zjc664656505
closed
2 years ago
20
Hyperparameters for reproducing the results of the paper?
#27
bangawayoo
closed
2 years ago
1
Could you support knowledge distillation-based FL algorithms like FedED, Fedmd, or FedDF
#26
Barry-Menglong-Yao
opened
2 years ago
0
how to change the number of client
#25
haohaoer
opened
2 years ago
2
Error running uniform partition for text classification
#24
bangawayoo
closed
2 years ago
1
Hanging after last round of training
#23
bangawayoo
closed
1 year ago
1
About large model
#22
xiang-xiang-zhu
opened
2 years ago
1
lstm experiment data loader files missing
#21
Grancis
closed
2 years ago
0
Come up problems in Running Text Classification model with distilbert
#20
MuleiOnline
opened
2 years ago
2
Accuracy and loss didn't improve for FedAvg on 20news
#19
haofuml
opened
2 years ago
7
Windows 10 support
#18
shubham-malaviya
closed
2 years ago
1
Fix trainers
#17
sauravpr
closed
2 years ago
1
No such file or directory: 'cache_dir/distilbert_distilbert-base-uncased_cached_256_ClassificationModel_20news_niid_label_clients=100_alpha=5.0_-1'
#16
ayanflow
opened
3 years ago
2
object doesn't exist for text classification script
#15
ayanflow
closed
2 years ago
5
Bugs
#14
vicMio
opened
3 years ago
1
No dataloader in data_preprocessing
#13
ziqi-zhang
closed
3 years ago
12
Add distributed data loader
#12
Elliebababa
opened
3 years ago
0
[SQuAD] crashed when doing official evaluation
#11
chaoyanghe
closed
3 years ago
5
QA does not calculate F1 score result , may I know how to fix it?
#10
chaoyanghe
closed
3 years ago
2
Some suggestions/issues in "XXXModel" class
#9
chaoyanghe
closed
3 years ago
2
Refactor Model class to Trainer class
#8
chaoyanghe
closed
3 years ago
1
Pretraining v.s. Fine-tuning
#7
chaoyanghe
closed
3 years ago
1
Data Parallelism (DP) during training does not meet expectation (only 3 processes are working, should be FOUR), I will optimize it after ICML deadline.
#6
chaoyanghe
closed
3 years ago
2
The client side learning rate warm up and scheduler may be an issue for FL.
#5
chaoyanghe
closed
3 years ago
1
(Distributed Data Loader)The data loading time for sentment140 is too long. I waited for more than half an hour.
#4
chaoyanghe
closed
3 years ago
27
Too many unused configuration/functionalities in the model trainer class (e.g., model/fed_transformers/classification/classification_model.py
#3
chaoyanghe
closed
3 years ago
4
change FL dataset file name to "--data_file data/data_loaders/${DATA_NAME}_data.pkl"
#2
chaoyanghe
closed
3 years ago
0
Optimizer suggestion for federated learning experiments
#1
chaoyanghe
closed
3 years ago
0