OpenDelta
latest
Getting Started
What is Delta-tuning and Why OpenDelta?
Installation
Quick Start
Custom Usage
Advanced Usage
AutoDelta Mechanism
DeltaCenter
Composition of delta models
Multitask Modeling using OpenDelta
OpenDelta + BMTrain
OpenDelta + Huggingface Accelerate
Examples
Utilities
Visualize the Parameters
Inspect the optimizer
Mechanisms
Philosophy and Key Features
Name-based Addressing
Common Structure Mapping
Information
Citation
Update Logs and Known Issues
FAQs
Documentation
Base Classes
Delta Models
Auto Classes
Utils
OpenDelta
Index
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Index
A
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B
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C
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D
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E
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F
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G
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I
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L
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M
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O
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P
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R
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S
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T
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U
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V
A
AdapterModel (class in opendelta)
add_all_delta_to_backbone() (DeltaBase method)
add_bias_to_modules_have_bias_or_known_type() (BitFitModel method)
attach() (BitFitModel method)
(DeltaBase method)
AutoDeltaConfig (class in opendelta.auto_delta)
AutoDeltaModel (class in opendelta.auto_delta)
B
BaseDeltaConfig (class in opendelta.delta_configs)
BitFitModel (class in opendelta)
build_common_tree() (Visualization method)
C
CommonStructureMap (class in opendelta.utils.structure_mapping)
CompacterModel (class in opendelta)
config_class (AdapterModel attribute)
(BitFitModel attribute)
(CompacterModel attribute)
(DeltaBase attribute)
(LoraModel attribute)
(LowRankAdapterModel attribute)
(SoftPromptModel attribute)
create_default_name() (SaveLoadMixin method)
create_delta_center_args() (SaveLoadMixin method)
D
DeltaBase (class in opendelta.basemodel)
detach() (BitFitModel method)
(DeltaBase method)
E
endswith_in_normal() (in module opendelta.utils.name_based_addressing)
endswith_in_regex() (in module opendelta.utils.name_based_addressing)
F
find_key() (DeltaBase method)
find_module() (DeltaBase method)
forward() (DeltaBase method)
freeze_module() (DeltaBase method)
from_config() (AutoDeltaModel class method)
(DeltaBase class method)
from_dict() (AutoDeltaConfig class method)
(BaseDeltaConfig class method)
from_finetuned() (AutoDeltaConfig class method)
(AutoDeltaModel class method)
(BaseDeltaConfig class method)
(SaveLoadMixin class method)
G
gen_model_hash() (in module opendelta.utils.model_md5)
gen_parameter_hash() (in module opendelta.utils.model_md5)
get_arg_names() (in module opendelta.utils.signature)
get_arg_names_inside_func() (in module opendelta.utils.signature)
I
insert_module() (DeltaBase method)
insert_parallel_module() (DeltaBase method)
insert_sequential_module() (DeltaBase method)
is_child_key() (in module opendelta.utils.name_based_addressing)
L
load_checkpoint() (SaveLoadMixin method)
log() (DeltaBase method)
LoraModel (class in opendelta)
LowRankAdapterModel (class in opendelta)
M
modify_module() (DeltaBase method)
module
opendelta.utils.model_md5
opendelta.utils.name_based_addressing
opendelta.utils.signature
O
opendelta.utils.model_md5
module
opendelta.utils.name_based_addressing
module
opendelta.utils.signature
module
P
PrefixModel (class in opendelta)
R
replace_module() (DeltaBase method)
S
save_checkpoint() (SaveLoadMixin method)
save_finetuned() (BaseDeltaConfig method)
(SaveLoadMixin method)
SaveLoadMixin (class in opendelta.utils.saving_loading_utils)
set_active_state_dict() (DeltaBase method)
signature() (in module opendelta.utils.signature)
SoftPromptModel (class in opendelta)
structure_graph() (Visualization method)
superstring_in() (in module opendelta.utils.name_based_addressing)
T
to_dict() (BaseDeltaConfig method)
transform() (CommonStructureMap method)
U
update_module() (DeltaBase method)
V
Visualization (class in bigmodelvis)
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