explosion/spaCy
1
1
Fork 0
mirror of https://github.com/explosion/spaCy.git synced 2025-08-02 19:30:19 +03:00
Code Issues Packages Projects Releases Wiki Activity

Clarify that how Example is used in distillation

Browse Source
This commit is contained in:
Daniël de Kok 2023-01-18 15:39:43 +01:00
parent c2f83f2510
commit b61ee4c332
10 changed files with 81 additions and 79 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

4
spacy/language.py
View File

@ -1033,7 +1033,9 @@ class Language:
):
"""Update the models in the pipeline.
teacher (Language): Teacher to distill from.
examples (Iterable[Example]): A batch of examples
examples (Iterable[Example]): Distillation examples. The reference
(teacher) and predicted (student) docs must have the same number of
tokens and the same orthography.
drop (float): The dropout rate.
sgd (Optional[Optimizer]): An optimizer.
losses (Optional(Dict[str, float])): Dictionary to update with the loss,

4
spacy/pipeline/trainable_pipe.pyx
View File

@ -71,8 +71,8 @@ cdef class TrainablePipe(Pipe):
teacher_pipe (Optional[TrainablePipe]): The teacher pipe to learn
from.
examples (Iterable[Example]): Distillation examples. The reference
and predicted docs must have the same number of tokens and the
same orthography.
(teacher) and predicted (student) docs must have the same number of
tokens and the same orthography.
drop (float): dropout rate.
sgd (Optional[Optimizer]): An optimizer. Will be created via
create_optimizer if not set.

4
website/docs/api/dependencyparser.mdx
View File

@ -155,9 +155,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/edittreelemmatizer.mdx
View File

@ -139,9 +139,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/entityrecognizer.mdx
View File

@ -151,9 +151,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/language.mdx
View File

@ -348,9 +348,9 @@ Distill the models in a student pipeline from a teacher pipeline.
> ```
| Name | Description |
| --------------- | ---------------------------------------------------------------------------------------------------------------------------------------------- |
| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher` | The teacher pipeline to distill from. ~~Language~~ |
| `examples` | A batch of [`Example`](/api/example) objects to learn from. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | The dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/morphologizer.mdx
View File

@ -145,9 +145,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/pipe.mdx
View File

@ -258,9 +258,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/sentencerecognizer.mdx
View File

@ -130,9 +130,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |

4
website/docs/api/tagger.mdx
View File

@ -129,9 +129,9 @@ This feature is experimental.
> ```
| Name | Description |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------- |
| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `teacher_pipe` | The teacher pipe to learn from. ~~Optional[TrainablePipe]~~ |
| `examples` | Distillation examples. The reference and predicted docs must have the same number of tokens and the same orthography. ~~Iterable[Example]~~ |
| `examples` | A batch of [`Example`](/api/example) distillation examples. The reference (teacher) and predicted (student) docs must have the same number of tokens and orthography. ~~Iterable[Example]~~ |
| _keyword-only_ | |
| `drop` | Dropout rate. ~~float~~ |
| `sgd` | An optimizer. Will be created via [`create_optimizer`](#create_optimizer) if not set. ~~Optional[Optimizer]~~ |