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value | test_file stringlengths 7 121 | test_function stringlengths 1 108 | assertion_type stringclasses 32
values | difficulty stringclasses 8
values | context_lines int32 3 600 | prefix large_stringlengths 44 113k | target large_stringlengths 1 498 | anchor_sha stringclasses 400
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huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_continuation.py | test_continuation_prompt_mcf | assert | collection | 35 | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_mcf():
"""Test multiple-choice format continuation prompt generation."... | [" A", " B", " C"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_continuation.py | test_continuation_prompt_cf | assert | collection | 25 | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_cf():
"""Test cloze format continuation prompt generation."""
test... | [" shining brightly", " setting in the west", " hidden behind clouds"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_continuation.py | test_continuation_prompt_sequence_end | assert | collection | 26 | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_sequence_end():
"""Test continuation prompt generation when the contex... | [" Shining brightly", " Setting in the west", " Hidden behind clouds"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_continuation.py | test_continuation_prompt_mcf | assert | string_literal | 23 | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_mcf():
"""Test multiple-choice format continuation prompt generation."... | """\ The quick brown fox A. jumps over the lazy dog B. runs through the forest C. chases a rabbit Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_continuation.py | test_continuation_optional_keys | assert | string_literal | 28 | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_optional_keys():
"""Test continuation prompt generation with optional instruc... | """\ Choose the most likely continuation: In the morning, I like to A. drink coffee B. go for a run C. read the news Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_copa.py | test_copa_prompt_cf | assert | string_literal | 38 | import pytest
from lighteval.tasks.templates.copa import get_copa_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation
from lighteval.utils.language import Language
@pytest.mark.parametrize("cause_effect", ["cause", "effect"])
def test_copa_prompt_cf(cause_effect):
"""
Tests t... | "" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_copa.py | test_copa_prompt_cf | assert | collection | 40 | import pytest
from lighteval.tasks.templates.copa import get_copa_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation
from lighteval.utils.language import Language
@pytest.mark.parametrize("cause_effect", ["cause", "effect"])
def test_copa_prompt_cf(cause_effect):
"""
Tests t... | [0] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_copa.py | test_copa_prompt_cf | assert | string_literal | 36 | import pytest
from lighteval.tasks.templates.copa import get_copa_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation
from lighteval.utils.language import Language
@pytest.mark.parametrize("cause_effect", ["cause", "effect"])
def test_copa_prompt_cf(cause_effect):
"""
Tests t... | f"He is strong {cause_effect_word}" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_copa.py | test_copa_prompt_cf | assert | collection | 39 | import pytest
from lighteval.tasks.templates.copa import get_copa_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation
from lighteval.utils.language import Language
@pytest.mark.parametrize("cause_effect", ["cause", "effect"])
def test_copa_prompt_cf(cause_effect):
"""
Tests t... | [" he has big muscles", " he is weak"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_cf | assert | string_literal | 35 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_cf():
"""
Tests that hellaswag prompt function works correctly.
Since i... | "" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_cf | assert | collection | 37 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_cf():
"""
Tests that hellaswag prompt function works correctly.
Since i... | [0] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_mcf | assert | string_literal | 43 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_mcf():
"""
Tests that hellaswag prompt function works correctly.
Since ... | "Answer:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_mcf | assert | collection | 44 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_mcf():
"""
Tests that hellaswag prompt function works correctly.
Since ... | [" A", " B"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_single_ctx | assert | string_literal | 31 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_single_ctx():
"""
Tests that hellaswag prompt function works correctly.
Since ... | "Fitness:\nHe is strong." | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_cf | assert | string_literal | 33 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_cf():
"""
Tests that hellaswag prompt function works correctly.
Since i... | "Fitness:\nHe is strong he is fast" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_ctx_joining | assert | string_literal | 33 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_ctx_joining():
"""
Tests that hellaswag prompt function works correctly.
Since... | "Fitness:\nHe is strong. He is fast." | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_cf | assert | collection | 36 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_cf():
"""
Tests that hellaswag prompt function works correctly.
Since i... | [" he has big muscles", " he is weak"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_mcf | assert | string_literal | 33 | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_mcf():
"""
Tests that hellaswag prompt function works correctly.
Since ... | """\ Fitness:\nHe is strong he is fast A. he has big muscles B. he is weak Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_thai_multichoice_prompt | assert | string_literal | 32 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_thai_multichoice_prompt():
"""Test multichoice prompt generation for Thai language."""
test_inpu... | "คำตอบ:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_multichoice_prompt_mcf | assert | string_literal | 38 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_prompt_mcf():
"""Test multiple-choice format (MCF) prompt generation for multichoice que... | "Answer:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_multichoice_prompt_mcf | assert | collection | 39 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_prompt_mcf():
"""Test multiple-choice format (MCF) prompt generation for multichoice que... | [" A", " B", " C", " D"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_multichoice_prompt_nli_cf | assert | collection | 34 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_prompt_nli_cf():
"""Test cloze format (CF) prompt generation for multichoice questions."... | [" London", " Paris", " Berlin", " Madrid"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_chinese_multichoice_prompt | assert | string_literal | 20 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_chinese_multichoice_prompt():
"""Test multichoice prompt generation for Chinese language."""
tes... | """\ 问题：什么是中国的首都？ A。北京 B。上海 C。广州 D。深圳 答案：\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_multichoice_prompt_nli_cf | assert | string_literal | 25 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_prompt_nli_cf():
"""Test cloze format (CF) prompt generation for multichoice questions."... | """\ Question: What is the capital of France? Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_multichoice_prompt_mcf | assert | string_literal | 26 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_prompt_mcf():
"""Test multiple-choice format (MCF) prompt generation for multichoice que... | """\ Question: What is the capital of France? A. London B. Paris C. Berlin D. Madrid Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_thai_multichoice_prompt | assert | string_literal | 20 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_thai_multichoice_prompt():
"""Test multichoice prompt generation for Thai language."""
test_inpu... | """\ คำถาม: สิ่งใดต่อไปนี้เป็นสิ่งที่คุณชอบมากที่สุด? A. รถยนต์ B. รถจักรยานยนต์ C. รถจักรยานยนต์ D. รถยนต์ คำตอบ:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_multichoice.py | test_multichoice_optional_keys | assert | string_literal | 30 | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_optional_keys():
"""Test multichoice prompt generation with optional keys (context and i... | """\ Please answer the following question about geography. France is big. Question: What is the capital of France? A. London B. Paris C. Berlin D. Madrid Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_cf | assert | numeric_literal | 26 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_cf():
"""Test cloze format NLI prompt generation."""
test_input = {
"premise": "Th... | 2 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_mcf | assert | collection | 35 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_mcf():
"""Test multiple-choice format NLI prompt generation."""
test_input = {
"pr... | [2] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_cf | assert | string_literal | 24 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_cf():
"""Test cloze format NLI prompt generation."""
test_input = {
"premise": "Th... | "right?" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_mcf | assert | string_literal | 33 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_mcf():
"""Test multiple-choice format NLI prompt generation."""
test_input = {
"pr... | "Answer:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_mcf | assert | collection | 34 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_mcf():
"""Test multiple-choice format NLI prompt generation."""
test_input = {
"pr... | [" A", " B", " C"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_hybrid | assert | collection | 32 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_hybrid():
"""Test hybrid format NLI prompt generation."""
test_input = {
"premise... | [" True", " Neither", " False"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_cf | assert | string_literal | 23 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_cf():
"""Test cloze format NLI prompt generation."""
test_input = {
"premise": "Th... | "The cat is sleeping on the couch right?" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_cf | assert | collection | 25 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_cf():
"""Test cloze format NLI prompt generation."""
test_input = {
"premise": "Th... | [" Yes, the cat is awake", " Also, the cat is awake", " No, the cat is awake"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_hybrid | assert | string_literal | 23 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_hybrid():
"""Test hybrid format NLI prompt generation."""
test_input = {
"premise... | """\ The cat is sleeping on the couch. Question: The cat is awake True, False or Neither? Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_nli.py | test_nli_prompt_mcf | assert | string_literal | 22 | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_mcf():
"""Test multiple-choice format NLI prompt generation."""
test_input = {
"pr... | """\ The cat is sleeping on the couch. Question: The cat is awake. A. True B. Neither C. False Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf | assert | string_literal | 29 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf():
"""
Tests that translation prompt function works correctly for ... | "" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf | assert | collection | 31 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf():
"""
Tests that translation prompt function works correctly for ... | [0] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf | assert | none_literal | 26 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf():
"""
Tests that translation prompt function works correctly for ... | None | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_mcf | assert | string_literal | 38 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_mcf():
"""
Tests that translation prompt function works correctly for... | "Answer:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf_formatting | assert | collection | 31 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf_formatting():
"""
Tests that translation prompt function works cor... | [" 你好吗？"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_mcf | assert | collection | 39 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_mcf():
"""
Tests that translation prompt function works correctly for... | [" A", " B"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf_formatting | assert | string_literal | 29 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf_formatting():
"""
Tests that translation prompt function works cor... | "EN: How are you? ZH:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf | assert | string_literal | 28 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf():
"""
Tests that translation prompt function works correctly for ... | "CS: Ahoj, jak se máš? FR:" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_cf | assert | collection | 30 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf():
"""
Tests that translation prompt function works correctly for ... | [" Bonjour, comment allez-vous?"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/templates/test_translation.py | test_translation_prompt_mcf | assert | string_literal | 29 | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_mcf():
"""
Tests that translation prompt function works correctly for... | """\ CS: Ahoj, jak se máš? FR: A. Bonjour, comment allez-vous? B. Ciao, come stai? Answer:\ """ | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_lighteval_task.py | test_dataset_filter | assert | numeric_literal | 25 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig, extract_num_samples
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
def test_dataset_filter():
... | 1 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_lighteval_task.py | test_dataset_filter | assert | string_literal | 26 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig, extract_num_samples
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
def test_dataset_filter():
... | "hi" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_lighteval_task.py | test_extract_num_samples | assert | variable | 22 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig, extract_num_samples
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
@pytest.mark.parametrize(
... | expected | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_lighteval_task.py | test_revision_check | assert | collection | 24 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig, extract_num_samples
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
def test_revision_check():
... | ["hi", "how are you?"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_superset_with_subset_task | assert | numeric_literal | 33 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | 57 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_invalid_task_creation | pytest.raises | variable | 29 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | ValueError) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_task_creation | assert | string_literal | 33 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | "storycloze:2016" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_custom_task_groups | assert | collection | 31 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | {"custom|test_task_revision"} | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_custom_tasks | assert | collection | 31 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | ["custom|test_task_revision"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_custom_tasks | assert | collection | 32 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | [{"fewshots": 0, "truncate_fewshots": False}] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_superset_expansion | assert | collection | 32 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | ["lighteval|storycloze:2016", "lighteval|storycloze:2018"] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_custom_task_groups | assert | collection | 32 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | [ {"fewshots": 0, "truncate_fewshots": False}, {"fewshots": 1, "truncate_fewshots": False}, ] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/tasks/test_registry.py | test_superset_with_subset_task | assert | collection | 35 | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
TASKS_TABLE = [
LightevalTaskConfig(
name="test_task_revision",
# Won't be called, so it can be anything
prompt_function=lambda x: x, # type: ignore
... | [ {"fewshots": 3, "truncate_fewshots": False}, {"fewshots": 5, "truncate_fewshots": False}, ] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager.py | test_fewshot_sampler | assert | complex_expr | 37 | import random
import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.prompt_manager import FewShotSampler
from lighteval.tasks.requests import Doc
@pytest.mark.parametrize("fewshot_select", ["sequential", "random", "balanced"])
def test_fewshot_sampler(fewsho... | task_docs[:20] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager.py | test_fewshot_sampler | assert | func_call | 32 | import random
import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.prompt_manager import FewShotSampler
from lighteval.tasks.requests import Doc
@pytest.mark.parametrize("fewshot_select", ["sequential", "random", "balanced"])
def test_fewshot_sampler(fewsho... | task.fewshot_docs()[:20] | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_prepare_prompt_chat_template_with_system_prompt | assert | numeric_literal | 27 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_chat_template_with_system_prompt(self):
"""Test prepare_prompt with chat template format and system prompt."""
... | 2 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_prepare_prompt_chat_template_with_fewshot | assert | numeric_literal | 32 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_chat_template_with_fewshot(self):
"""Test prepare_prompt with chat template format and few-shot examples."""
... | 3 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_prepare_prompt_chat_template_with_fewshot_and_instruction_and_system_prompt | assert | numeric_literal | 43 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_chat_template_with_fewshot_and_instruction_and_system_prompt(self):
"""Test prepare_prompt with chat template fo... | 4 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_prepare_prompt_multimodal_basic | assert | numeric_literal | 31 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_multimodal_basic(self):
"""Test prepare_prompt_multimodal with basic multimodal document."""
tokenizer =... | 1 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_prepare_prompt_chat_template_with_fewshot | assert | string_literal | 36 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_chat_template_with_fewshot(self):
"""Test prepare_prompt with chat template format and few-shot examples."""
... | "2" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_init_default_values | assert | none_literal | 15 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_init_default_values(self):
"""Test PromptManager initialization with default values."""
pm = PromptManager()
as... | None | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_init_with_chat_template | assert | bool_literal | 16 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_init_with_chat_template(self):
"""Test PromptManager initialization with chat template enabled."""
tokenizer = Mock()
... | True | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_init_default_values | assert | bool_literal | 14 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_init_default_values(self):
"""Test PromptManager initialization with default values."""
pm = PromptManager()
a... | False | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_prompt_manager_class.py | test_prepare_prompt_chat_template_with_system_prompt | assert | string_literal | 30 | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_chat_template_with_system_prompt(self):
"""Test prepare_prompt with chat template format and system prompt."""
... | "user" | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_base_metrics.py | test_exact_match | assert | numeric_literal | 26 | import numpy as np
import pytest
from lighteval.metrics.dynamic_metrics import (
loglikelihood_acc_metric,
multilingual_quasi_exact_match_metric,
multilingual_quasi_f1_score_metric,
normalized_multi_choice_prob_metric,
probability_metric,
)
from lighteval.metrics.metrics_sample import ExactMatches
... | 1 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_base_metrics.py | test_exact_match | assert | numeric_literal | 38 | import numpy as np
import pytest
from lighteval.metrics.dynamic_metrics import (
loglikelihood_acc_metric,
multilingual_quasi_exact_match_metric,
multilingual_quasi_f1_score_metric,
normalized_multi_choice_prob_metric,
probability_metric,
)
from lighteval.metrics.metrics_sample import ExactMatches
... | 0 | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_harness_metrics.py | test_model_prediction | assert | none_literal | 81 | import json
import os
import pytest
from lighteval.metrics import apply_metric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.models.model_output import Mod... | None | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_harness_metrics.py | test_model_prediction | pytest.approx | complex_expr | 105 | import json
import os
import pytest
from lighteval.metrics import apply_metric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.models.model_output import Mod... | ref, rel=1e-8) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_harness_metrics.py | test_model_prediction | pytest.approx | complex_expr | 112 | import json
import os
import pytest
from lighteval.metrics import apply_metric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.models.model_output import Mod... | cur_ref_list, rel=1e-8) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_harness_metrics.py | test_model_prediction | assert | func_call | 105 | import json
import os
import pytest
from lighteval.metrics import apply_metric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.models.model_output import Mod... | pytest.approx(ref, rel=1e-8) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_harness_metrics.py | test_model_prediction | assert | func_call | 112 | import json
import os
import pytest
from lighteval.metrics import apply_metric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.models.model_output import Mod... | pytest.approx(cur_ref_list, rel=1e-8) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_harness_prompts.py | test_model_prediction | assert | variable | 51 | import json
import os
import pytest
import lighteval.tasks.default_prompts as default_prompts
from lighteval.tasks.requests import Doc
PATH_TO_HARNESS_PROMPTS = os.path.join(os.path.dirname(__file__), "reference_scores/harness_prompts.json")
def pytest_generate_tests(metafunc: pytest.Metafunc):
"""Initializes t... | reference_line | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_reorder.py | test_reorder_dataset | assert | variable | 60 | from lighteval.data import GenerativeTaskDataset
from lighteval.metrics.utils.metric_utils import SamplingMethod
from lighteval.tasks.requests import Doc
TEST_DATA = [
Doc(
query="1 The quick brown fox jumps over the lazy dog",
choices=["A", "B", "C"],
gold_index=0,
),
Doc(
... | orignal | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_reorder.py | test_reorder_dataset | assert | func_call | 55 | from lighteval.data import GenerativeTaskDataset
from lighteval.metrics.utils.metric_utils import SamplingMethod
from lighteval.tasks.requests import Doc
TEST_DATA = [
Doc(
query="1 The quick brown fox jumps over the lazy dog",
choices=["A", "B", "C"],
gold_index=0,
),
Doc(
... | len(original_data) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/test_unit_reorder.py | test_reorder_dataset | assert | func_call | 51 | from lighteval.data import GenerativeTaskDataset
from lighteval.metrics.utils.metric_utils import SamplingMethod
from lighteval.tasks.requests import Doc
TEST_DATA = [
Doc(
query="1 The quick brown fox jumps over the lazy dog",
choices=["A", "B", "C"],
gold_index=0,
),
Doc(
... | len(sorted_data[i + 1].query) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | test_cache_directory_structure | self.assertEqual | numeric_literal | 77 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | 2) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | test_cache_directory_structure | self.assertIn | func_call | 80 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | str(folder)) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | test_cache_directory_structure | self.assertTrue | func_call | 79 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | folder.exists()) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | _test_cache | self.assertEqual | collection | 62 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | {self.task_name}) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | _test_cache | self.assertEqual | func_call | 72 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | asdict(response)) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | _test_cache | self.assertTrue | func_call | 52 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | cache_file.exists()) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | test_cache_decorator_presence | self.assertTrue | func_call | 77 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | hasattr(method, "__wrapped__")) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | test_cache_decorator_presence | self.assertTrue | func_call | 72 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | hasattr(model_class, method_name)) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | _test_cache | self.assertEqual | collection | 55 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | {self.task_name: [doc.id for doc in self.docs]}) | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_caching.py | _test_cache | self.assertEqual | string_literal | 63 | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc
from lighteval.utils.cache_managem... | f"{len(uncached_docs)} documents not found in cache when it should be 0") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_utils.py | test_empty_text | self.assertEqual | string_literal | 12 | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_empty_text(self):
text = ""
tag_pairs = [("<think>", "</think>")]
result = remove_reasoning_tags(text, tag_pairs)
self.assertEqual(result, | "") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_utils.py | test_remove_reasoning_tags | self.assertEqual | string_literal | 11 | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_remove_reasoning_tags(self):
text = "<think> Reasoning section </think> Answer section"
tag_pairs = [("<think>", "</think>")]
result = remove_reasoning_tags(te... | " Answer section") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_utils.py | test_remove_multiple_tags | self.assertEqual | string_literal | 12 | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_remove_multiple_tags(self):
text = "<think> Reasoning </think> Interlude <think> More reasoning </think> Answer"
tag_pairs = [("<think>", "</think>")]
result ... | " Interlude Answer") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_utils.py | test_no_tags | self.assertEqual | string_literal | 12 | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_no_tags(self):
text = "No reasoning tags here."
tag_pairs = [("<think>", "</think>")]
result = remove_reasoning_tags(text, tag_pairs)
self.assertEqua... | "No reasoning tags here.") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_utils.py | test_no_opening_tag | self.assertEqual | string_literal | 12 | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_no_opening_tag(self):
text = "No opening tag <think> Reasoning section. </think> Answer section"
tag_pairs = [("<think>", "</think>")]
result = remove_reasoni... | "No opening tag Answer section") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
huggingface/lighteval | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | train | train | tests/utils/test_utils.py | test_no_closing_tag | self.assertEqual | string_literal | 12 | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_no_closing_tag(self):
text = "<think> Reasoning section. Answer section"
tag_pairs = [("<think>", "</think>")]
result = remove_reasoning_tags(text, tag_pairs)... | "<think> Reasoning section. Answer section") | a88a5269de362dee96fd30b34d7b063705458b7b | 66 | v2_extractor_at_anchor |
hungpham2511/toppra | 386881ea270237f11c5d43968628338ffe0050d5 | 43 | train | train | tests/constraint/test_create_rave_torque.py | test_torque_bound_barret | assert | variable | 21 | import pytest
import toppra
import numpy as np
def barret_robot(rave_env):
rave_env.Reset()
rave_env.Load("data/lab1.env.xml")
robot = rave_env.GetRobots()[0]
yield robot
@pytest.mark.parametrize("dof", [3, 5, 7])
def test_torque_bound_barret(barret_robot, dof):
barret_robot.SetActiveDOFs(range(do... | dof | 386881ea270237f11c5d43968628338ffe0050d5 | 43 | v2_extractor_at_anchor |
hungpham2511/toppra | 386881ea270237f11c5d43968628338ffe0050d5 | 43 | train | train | tests/constraint/test_create_rave_torque.py | test_torque_bound_barret | assert | complex_expr | 25 | import pytest
import toppra
import numpy as np
def barret_robot(rave_env):
rave_env.Reset()
rave_env.Load("data/lab1.env.xml")
robot = rave_env.GetRobots()[0]
yield robot
@pytest.mark.parametrize("dof", [3, 5, 7])
def test_torque_bound_barret(barret_robot, dof):
barret_robot.SetActiveDOFs(range(do... | 2 * dof | 386881ea270237f11c5d43968628338ffe0050d5 | 43 | v2_extractor_at_anchor |
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