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microsoft
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dp-transformers
Differentially-private transformers using HuggingFace and Opacus
MIT License
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example author-level-dp error
#51
edifice1989
closed
1 day ago
2
Update citation authors
#50
donebydan
opened
1 month ago
0
Error for fine-tuning llama2-7B using dp-transformers
#49
stevenL-1047
opened
1 month ago
1
Error for finetuning `/microsoft/analysing_pii_leakage/` for DP-based configuration
#48
mahrokh3409
opened
1 month ago
0
Gradients haven't been cleared since the last optimizer step. In order to obtain privacy guarantees you must call optimizer.zero_grad()on each step
#47
bahriwissal
opened
2 months ago
1
No module named 'dp_transformers.layers'
#46
MarkDeng1
opened
3 months ago
1
Integrating opacus with huggingface
#45
SoumiDas
opened
3 months ago
1
Add tests for distributed trainer
#44
wulu473
opened
4 months ago
0
LR scheduler does not work properly due to AcceleratedOptimizer
#43
andreatgretel
opened
5 months ago
2
`DataCollatorForPrivateCausalLanguageModeling` hardcoded to `mlm=False`
#42
madaanpulkit
opened
5 months ago
1
Add Poisson sampler
#41
wulu473
opened
8 months ago
0
Fine-tune LLMs using QLoRA with and without DP.
#40
huseyinatahaninan
closed
9 months ago
0
changes for HF version update
#39
huseyinatahaninan
closed
9 months ago
0
Cannot import name 'convert_gpt2_attention_to_lora' from 'dp_transformers.module_modification'
#38
fangyiyu
opened
11 months ago
1
Incompatible libraries
#37
fangyiyu
closed
11 months ago
4
Add automatic testing of examples
#36
wulu473
closed
8 months ago
0
using dp_transformers and get error:ValueError: Requested number of compositions exceeds the maximum number of compositions
#35
Ethan-Chen-plus
closed
11 months ago
12
issue while training with dp_lora
#34
Ethan-Chen-plus
closed
1 year ago
2
How to load GPT2 model after DP?
#33
Ethan-Chen-plus
closed
1 year ago
7
Bump torch from 1.12.1 to 1.13.1 in /research/synthetic-text-generation-with-DP
#32
dependabot[bot]
opened
1 year ago
0
Bump transformers from 4.20.1 to 4.30.0 in /research/synthetic-text-generation-with-DP
#31
dependabot[bot]
opened
1 year ago
0
Use PEFT library for LoRA
#30
wulu473
closed
11 months ago
0
Huinan/synthetic text generation with dp
#29
huseyinatahaninan
closed
1 year ago
0
Add AML submission scripts
#28
wulu473
closed
1 year ago
0
fix package versions
#27
huseyinatahaninan
closed
1 year ago
0
Failed to run the example
#26
xiehuanyi
opened
1 year ago
12
Using dp-transformers models for inference
#25
zredlined
closed
1 year ago
4
remove `DPCallback.on_step_begin` to prevent DP-SGD step on the first gradient accumulation step
#23
huseyinatahaninan
closed
1 year ago
0
Opacus==1.3.0 fails the grad sample tests
#22
huseyinatahaninan
closed
1 year ago
0
Trying published instead of created
#21
amanoel
opened
1 year ago
0
use opt_einsum with the new version of Opacus
#20
huseyinatahaninan
closed
1 year ago
0
Typo in the code
#19
SeolhwaLee
opened
1 year ago
0
Add workflow for testing example environments
#18
wulu473
closed
1 year ago
0
update HuggingFace related package versions in `environment.yml` file
#17
huseyinatahaninan
closed
1 year ago
0
fix prv-accountant version and minor inconsistency in author-level-dp
#16
huseyinatahaninan
closed
2 years ago
0
fix prv-accountant version and minor inconsistency in author-level-dp
#15
huseyinatahaninan
closed
2 years ago
0
wrap the model with DPDDP only in distributed training
#14
huseyinatahaninan
closed
2 years ago
0
Bumping supported versions of HF
#13
donebydan
closed
1 year ago
0
DP T5 model
#12
k-girish
opened
2 years ago
0
Update calls to opacus due to changes in API (from 0.15.0 to 1.1.3)
#11
amanoel
closed
1 year ago
1
Use Opacus 1.13 instead of 0.15
#10
amanoel
closed
1 year ago
0
don't wrap the model with DPDDP in single GPU training
#8
huseyinatahaninan
closed
2 years ago
1
`use_amp` has been deprecated on `transformers.Trainer`
#7
amanoel
closed
1 year ago
1
RuntimeError: Default process group has not been initialized
#6
cleolotta
closed
2 years ago
5
Adding example for private summarization using BART
#5
donebydan
opened
2 years ago
0
Add workflow for publishing package on PyPi
#4
amanoel
closed
2 years ago
0
update intro and citation and few minor changes
#3
huseyinatahaninan
closed
2 years ago
0
Add action for unit tests
#2
wulu473
closed
2 years ago
0
Adding CodeQL action + code owners for PR
#1
amanoel
closed
2 years ago
0