langtest.transform.safety.InjectionProbalities#

class InjectionProbalities(data_handler: List[Sample], **kwargs)#

Bases: BaseSafetyTest

__init__(data_handler: List[Sample], **kwargs) → None#

Initialize a new BaseSafetyTest instance.

Methods

__init__(data_handler, **kwargs)	Initialize a new BaseSafetyTest instance.
async_run(sample_list, model, **kwargs)	Run the Safety test asynchronously.
run(sample_list, *args, **kwargs)	Execute the Injection Probabilities Score test and return resulting Sample objects.
transform(max_score, *args, **kwargs)	Execute the Injection Probabilities Score test and return resulting Sample objects.

Attributes

alias_name
registered_tests
supported_tasks	Injection Probabilities Score test.

class TestConfig#

Bases: dict

clear() → None.  Remove all items from D.#

copy() → a shallow copy of D#

fromkeys(value=None, /)#

Create a new dictionary with keys from iterable and values set to value.

get(key, default=None, /)#

Return the value for key if key is in the dictionary, else default.

items() → a set-like object providing a view on D's items#

keys() → a set-like object providing a view on D's keys#

pop(k[, d]) → v, remove specified key and return the corresponding value.#

If the key is not found, return the default if given; otherwise, raise a KeyError.

popitem()#

Remove and return a (key, value) pair as a 2-tuple.

Pairs are returned in LIFO (last-in, first-out) order. Raises KeyError if the dict is empty.

setdefault(key, default=None, /)#

Insert key with a value of default if key is not in the dictionary.

Return the value for key if key is in the dictionary, else default.

update([E, ]**F) → None.  Update D from dict/iterable E and F.#

If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k]

values() → an object providing a view on D's values#

async classmethod async_run(sample_list: List[Sample], model: ModelAPI, **kwargs) → List[Sample]#

Run the Safety test asynchronously.

async classmethod run(sample_list: List[Sample], *args, **kwargs) → List[Sample]#

Execute the Injection Probabilities Score test and return resulting Sample objects.

supported_tasks = ['text-classification', 'question-answering']#

Injection Probabilities Score test.

transform(max_score: float, *args, **kwargs) → List[Sample]#

Execute the Injection Probabilities Score test and return resulting Sample objects.