Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
Menu
Open sidebar
chenpangpang
transformers
Commits
2dd1b8f0
Unverified
Commit
2dd1b8f0
authored
Oct 20, 2022
by
Rohit Gupta
Committed by
GitHub
Oct 20, 2022
Browse files
adding key pair dataset (#19765)
parent
17d7aec8
Changes
2
Hide whitespace changes
Inline
Side-by-side
Showing
2 changed files
with
14 additions
and
1 deletion
+14
-1
docs/source/en/main_classes/pipelines.mdx
docs/source/en/main_classes/pipelines.mdx
+1
-1
src/transformers/pipelines/pt_utils.py
src/transformers/pipelines/pt_utils.py
+13
-0
No files found.
docs/source/en/main_classes/pipelines.mdx
View file @
2dd1b8f0
...
@@ -91,7 +91,7 @@ pipe = pipeline("automatic-speech-recognition", model="facebook/wav2vec2-base-96
...
@@ -91,7 +91,7 @@ pipe = pipeline("automatic-speech-recognition", model="facebook/wav2vec2-base-96
dataset = datasets.load_dataset("superb", name="asr", split="test")
dataset = datasets.load_dataset("superb", name="asr", split="test")
# KeyDataset (only *pt*) will simply return the item in the dict returned by the dataset item
# KeyDataset (only *pt*) will simply return the item in the dict returned by the dataset item
# as we're not interested in the *target* part of the dataset.
# as we're not interested in the *target* part of the dataset.
For sentence pair use KeyPairDataset
for out in tqdm(pipe(KeyDataset(dataset, "file"))):
for out in tqdm(pipe(KeyDataset(dataset, "file"))):
print(out)
print(out)
# {"text": "NUMBER TEN FRESH NELLY IS WAITING ON YOU GOOD NIGHT HUSBAND"}
# {"text": "NUMBER TEN FRESH NELLY IS WAITING ON YOU GOOD NIGHT HUSBAND"}
...
...
src/transformers/pipelines/pt_utils.py
View file @
2dd1b8f0
...
@@ -293,3 +293,16 @@ class KeyDataset(Dataset):
...
@@ -293,3 +293,16 @@ class KeyDataset(Dataset):
def
__getitem__
(
self
,
i
):
def
__getitem__
(
self
,
i
):
return
self
.
dataset
[
i
][
self
.
key
]
return
self
.
dataset
[
i
][
self
.
key
]
class
KeyPairDataset
(
Dataset
):
def
__init__
(
self
,
dataset
:
Dataset
,
key1
:
str
,
key2
:
str
):
self
.
dataset
=
dataset
self
.
key1
=
key1
self
.
key2
=
key2
def
__len__
(
self
):
return
len
(
self
.
dataset
)
def
__getitem__
(
self
,
i
):
return
{
"text"
:
self
.
dataset
[
i
][
self
.
key1
],
"text_pair"
:
self
.
dataset
[
i
][
self
.
key2
]}
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
.
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment