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test jenkins job #209

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3 changes: 3 additions & 0 deletions brainscore_language/models/gpt/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -16,3 +16,6 @@

model_registry['gpt-neo-1.3B'] = lambda: HuggingfaceSubject(model_id='EleutherAI/gpt-neo-1.3B', region_layer_mapping={
ArtificialSubject.RecordingTarget.language_system: 'transformer.h.18'})

model_registry['gpt2'] = lambda: HuggingfaceSubject(model_id='gpt2', region_layer_mapping={
ArtificialSubject.RecordingTarget.language_system: 'transformer.h.11'})
10 changes: 7 additions & 3 deletions brainscore_language/models/gpt/test.py
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Expand Up @@ -14,7 +14,9 @@
('gpt-neo-2.7B', [np.nan, 15.07522869, 3.6358602 , 0.04999408, 1.42219079,
0.0399301 , 0.02614061, 0.02547451]),
('gpt-neo-1.3B', [np.nan, 15.36009979, 5.54412651, 0.11744193, 0.60116327,
0.04266951, 0.08952015, 0.09213546])
0.04266951, 0.08952015, 0.09213546]),
('gpt2', [np.nan, 13.00629139, 12.12623215, 9.79956627, 8.60373306,
3.44214535, 1.31260252, 10.23834896])
])
def test_reading_times(model_identifier, expected_reading_times):
model = load_model(model_identifier)
Expand All @@ -29,7 +31,8 @@ def test_reading_times(model_identifier, expected_reading_times):
('distilgpt2', ['es', 'the', 'fox']),
('gpt2-xl', ['jumps', 'the', 'dog']),
('gpt-neo-2.7B', ['jumps', 'the', 'dog']),
('gpt-neo-1.3B', ['jumps', 'the', 'dog'])
('gpt-neo-1.3B', ['jumps', 'the', 'dog']),
('gpt2', ['es', 'the', ','])
])
def test_next_word(model_identifier, expected_next_words):
model = load_model(model_identifier)
Expand All @@ -44,7 +47,8 @@ def test_next_word(model_identifier, expected_next_words):
('distilgpt2', 768),
('gpt2-xl', 1600),
('gpt-neo-1.3B', 2048),
('gpt-neo-2.7B', 2560)
('gpt-neo-2.7B', 2560),
('gpt2', 768)
])
def test_neural(model_identifier, feature_size):
model = load_model(model_identifier)
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3 changes: 2 additions & 1 deletion tests/test_integration.py
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Expand Up @@ -45,7 +45,8 @@
('distilgpt2', 'syntaxgym-subordination', approx(0.2173913, abs=.0005)),
('distilgpt2', 'syntaxgym-subordination_orc-orc', approx(0.95652174, abs=.0005)),
('distilgpt2', 'syntaxgym-subordination_pp-pp', approx(0.47826087, abs=.0005)),
('distilgpt2', 'syntaxgym-subordination_src-src', approx(0.56521739, abs=.0005))
('distilgpt2', 'syntaxgym-subordination_src-src', approx(0.56521739, abs=.0005)),
('gpt2', 'Futrell2018-pearsonr', approx(0.31013720, abs=.0005))
]
)
def test_score(model_identifier, benchmark_identifier, expected_score):
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