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gaoqiong
lm-evaluation-harness
Commits
31a019c2
Commit
31a019c2
authored
Apr 25, 2022
by
cjlovering
Browse files
Temp. commenting our e2e
parent
ec2eb117
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-38
lm_eval/tasks/__init__.py
lm_eval/tasks/__init__.py
+28
-38
setup.py
setup.py
+1
-0
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lm_eval/tasks/__init__.py
View file @
31a019c2
...
...
@@ -52,7 +52,8 @@ from . import blimp
from
.
import
asdiv
from
.
import
gsm8k
from
.
import
storycloze
from
.
import
e2e_nlg_cleaned
# from . import e2e_nlg_cleaned
########################################
# Translation tasks
...
...
@@ -60,8 +61,8 @@ from . import e2e_nlg_cleaned
# 6 total
gpt3_translation_benchmarks
=
{
"wmt14"
:
[
'
en-fr
'
,
'
fr-en
'
],
# French
"wmt16"
:
[
'
en-ro
'
,
'
ro-en
'
,
'
de-en
'
,
'
en-de
'
],
# German, Romanian
"wmt14"
:
[
"
en-fr
"
,
"
fr-en
"
],
# French
"wmt16"
:
[
"
en-ro
"
,
"
ro-en
"
,
"
de-en
"
,
"
en-de
"
],
# German, Romanian
}
...
...
@@ -69,7 +70,7 @@ gpt3_translation_benchmarks = {
selected_translation_benchmarks
=
{
**
gpt3_translation_benchmarks
,
"wmt20"
:
sacrebleu
.
get_langpairs_for_testset
(
"wmt20"
),
"iwslt17"
:
[
'
en-ar
'
,
'
ar-en
'
]
# Arabic
"iwslt17"
:
[
"
en-ar
"
,
"
ar-en
"
],
# Arabic
}
# 319 total
...
...
@@ -93,7 +94,7 @@ TASK_REGISTRY = {
"rte"
:
glue
.
RTE
,
"qnli"
:
glue
.
QNLI
,
"qqp"
:
glue
.
QQP
,
#"stsb": glue.STSB, # not implemented yet
#
"stsb": glue.STSB, # not implemented yet
"sst"
:
glue
.
SST
,
"wnli"
:
glue
.
WNLI
,
# SuperGLUE
...
...
@@ -104,35 +105,27 @@ TASK_REGISTRY = {
"record"
:
superglue
.
ReCoRD
,
"wic"
:
superglue
.
WordsInContext
,
"wsc"
:
superglue
.
SGWinogradSchemaChallenge
,
# Order by benchmark/genre?
"coqa"
:
coqa
.
CoQA
,
"drop"
:
drop
.
DROP
,
"lambada"
:
lambada
.
LAMBADA
,
"lambada_cloze"
:
lambada_cloze
.
LAMBADA_cloze
,
# multilingual lambada
**
lambada_multilingual
.
construct_tasks
(),
"wikitext"
:
wikitext
.
WikiText
,
# "cbt-cn": cbt.CBTCN, # disabled pending context length fix
# "cbt-ne": cbt.CBTNE, # disabled pending context length fix
"piqa"
:
piqa
.
PiQA
,
"prost"
:
prost
.
PROST
,
"mc_taco"
:
mc_taco
.
MCTACO
,
# Science related
"pubmedqa"
:
pubmedqa
.
Pubmed_QA
,
"sciq"
:
sciq
.
SciQ
,
"e2e_nlg_cleaned"
:
e2e_nlg_cleaned
.
E2E_NLG_Cleaned
,
"pubmedqa"
:
pubmedqa
.
Pubmed_QA
,
"sciq"
:
sciq
.
SciQ
,
# "e2e_nlg_cleaned": e2e_nlg_cleaned.E2E_NLG_Cleaned,
"qasper"
:
qasper
.
QASPER
,
"qa4mre_2011"
:
qa4mre
.
QA4MRE_2011
,
"qa4mre_2012"
:
qa4mre
.
QA4MRE_2012
,
"qa4mre_2013"
:
qa4mre
.
QA4MRE_2013
,
"qa4mre_2011"
:
qa4mre
.
QA4MRE_2011
,
"qa4mre_2012"
:
qa4mre
.
QA4MRE_2012
,
"qa4mre_2013"
:
qa4mre
.
QA4MRE_2013
,
"triviaqa"
:
triviaqa
.
TriviaQA
,
"arc_easy"
:
arc
.
ARCEasy
,
"arc_challenge"
:
arc
.
ARCChallenge
,
...
...
@@ -143,7 +136,7 @@ TASK_REGISTRY = {
"squad2"
:
squad
.
SQuAD2
,
"race"
:
race
.
RACE
,
# "naturalqs": naturalqs.NaturalQs, # not implemented yet
"headqa"
:
headqa
.
HeadQAEsDeprecated
,
# for backwards compat - headqa used to default to es
"headqa"
:
headqa
.
HeadQAEsDeprecated
,
# for backwards compat - headqa used to default to es
"headqa_es"
:
headqa
.
HeadQAEs
,
"headqa_en"
:
headqa
.
HeadQAEn
,
"mathqa"
:
mathqa
.
MathQA
,
...
...
@@ -153,21 +146,17 @@ TASK_REGISTRY = {
"anli_r1"
:
anli
.
ANLIRound1
,
"anli_r2"
:
anli
.
ANLIRound2
,
"anli_r3"
:
anli
.
ANLIRound3
,
"ethics_cm"
:
hendrycks_ethics
.
EthicsCM
,
"ethics_deontology"
:
hendrycks_ethics
.
EthicsDeontology
,
"ethics_justice"
:
hendrycks_ethics
.
EthicsJustice
,
"ethics_utilitarianism_original"
:
hendrycks_ethics
.
EthicsUtilitarianismOriginal
,
"ethics_utilitarianism"
:
hendrycks_ethics
.
EthicsUtilitarianism
,
"ethics_virtue"
:
hendrycks_ethics
.
EthicsVirtue
,
"truthfulqa_mc"
:
truthfulqa
.
TruthfulQAMultipleChoice
,
"truthfulqa_gen"
:
truthfulqa
.
TruthfulQAGeneration
,
"truthfulqa_mc"
:
truthfulqa
.
TruthfulQAMultipleChoice
,
"truthfulqa_gen"
:
truthfulqa
.
TruthfulQAGeneration
,
# dialogue
"mutual"
:
mutual
.
MuTual
,
"mutual_plus"
:
mutual
.
MuTualPlus
,
# math
"math_algebra"
:
hendrycks_math
.
MathAlgebra
,
"math_counting_and_prob"
:
hendrycks_math
.
MathCountingAndProbability
,
...
...
@@ -178,7 +167,6 @@ TASK_REGISTRY = {
"math_precalc"
:
hendrycks_math
.
MathPrecalculus
,
"math_asdiv"
:
asdiv
.
Asdiv
,
"gsm8k"
:
gsm8k
.
GradeSchoolMath8K
,
# arithmetic
"arithmetic_2da"
:
arithmetic
.
Arithmetic2DPlus
,
"arithmetic_2ds"
:
arithmetic
.
Arithmetic2DMinus
,
...
...
@@ -192,22 +180,18 @@ TASK_REGISTRY = {
"arithmetic_1dc"
:
arithmetic
.
Arithmetic1DComposite
,
# TODO Perhaps make these groups of tasks
# e.g. anli, arithmetic, openai_translations, harness_translations
# hendrycksTest (57 tasks)
**
hendrycks_test
.
create_all_tasks
(),
# e.g. wmt14-fr-en
**
translation
.
create_tasks_from_benchmarks
(
gpt3_translation_benchmarks
),
# chef's selection, mostly wmt20
**
translation
.
create_tasks_from_benchmarks
(
selected_translation_benchmarks
),
# Word Scrambling and Manipulation Tasks
"anagrams1"
:
unscramble
.
Anagrams1
,
"anagrams2"
:
unscramble
.
Anagrams2
,
"cycle_letters"
:
unscramble
.
CycleLetters
,
"random_insertion"
:
unscramble
.
RandomInsertion
,
"reversed_words"
:
unscramble
.
ReversedWords
,
# Pile
"pile_arxiv"
:
pile
.
PileArxiv
,
"pile_books3"
:
pile
.
PileBooks3
,
...
...
@@ -231,7 +215,6 @@ TASK_REGISTRY = {
"pile_ubuntu-irc"
:
pile
.
PileUbuntuIrc
,
"pile_wikipedia"
:
pile
.
PileWikipedia
,
"pile_youtubesubtitles"
:
pile
.
PileYoutubeSubtitles
,
# BLiMP
"blimp_adjunct_island"
:
blimp
.
BlimpAdjunctIsland
,
"blimp_anaphor_gender_agreement"
:
blimp
.
BlimpAnaphorGenderAgreement
,
...
...
@@ -300,7 +283,6 @@ TASK_REGISTRY = {
"blimp_wh_vs_that_no_gap_long_distance"
:
blimp
.
BlimpWhVsThatNoGapLongDistance
,
"blimp_wh_vs_that_with_gap"
:
blimp
.
BlimpWhVsThatWithGap
,
"blimp_wh_vs_that_with_gap_long_distance"
:
blimp
.
BlimpWhVsThatWithGapLongDistance
,
# Requires manual download of data.
# "storycloze_2016": storycloze.StoryCloze2016,
# "storycloze_2018": storycloze.StoryCloze2018,
...
...
@@ -324,19 +306,25 @@ def get_task_name_from_object(task_object):
for
name
,
class_
in
TASK_REGISTRY
.
items
():
if
class_
is
task_object
:
return
name
# this gives a mechanism for non-registered tasks to have a custom name anyways when reporting
return
task_object
.
EVAL_HARNESS_NAME
if
hasattr
(
task_object
,
"EVAL_HARNESS_NAME"
)
else
type
(
task_object
).
__name__
return
(
task_object
.
EVAL_HARNESS_NAME
if
hasattr
(
task_object
,
"EVAL_HARNESS_NAME"
)
else
type
(
task_object
).
__name__
)
def
get_task_dict
(
task_name_list
:
List
[
Union
[
str
,
lm_eval
.
base
.
Task
]]):
task_name_dict
=
{
task_name
:
get_task
(
task_name
)()
for
task_name
in
task_name_list
if
isinstance
(
task_name
,
str
)
for
task_name
in
task_name_list
if
isinstance
(
task_name
,
str
)
}
task_name_from_object_dict
=
{
get_task_name_from_object
(
task_object
):
task_object
for
task_object
in
task_name_list
if
not
isinstance
(
task_object
,
str
)
for
task_object
in
task_name_list
if
not
isinstance
(
task_object
,
str
)
}
assert
set
(
task_name_dict
.
keys
()).
isdisjoint
(
set
(
task_name_from_object_dict
.
keys
()))
return
{
**
task_name_dict
,
**
task_name_from_object_dict
}
...
...
@@ -352,7 +340,9 @@ def get_task_dict_promptsource(task_name_list: List[str]):
# Static version of the Task Use this to get HF dataset path / name.
static_task_obj
=
get_task
(
task_name
)
# Create the proper task name arg for DatasetTemplates.
sub_task
=
f
"/
{
static_task_obj
.
DATASET_NAME
}
"
if
static_task_obj
.
DATASET_NAME
else
""
sub_task
=
(
f
"/
{
static_task_obj
.
DATASET_NAME
}
"
if
static_task_obj
.
DATASET_NAME
else
""
)
ps_task_name
=
f
"
{
static_task_obj
.
DATASET_PATH
}{
sub_task
}
"
task_prompts
=
DatasetTemplates
(
ps_task_name
)
...
...
setup.py
View file @
31a019c2
...
...
@@ -21,6 +21,7 @@ setuptools.setup(
python_requires
=
">=3.6"
,
install_requires
=
[
"promptsource"
,
"jinja2"
,
"black"
,
"datasets==2.0.0"
,
"click>=7.1"
,
...
...
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