Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
Expand Up @@ -8,17 +8,32 @@
Tests for reference_actor.py - compute_logprobs function
"""

import unittest

import pytest
import torch

from forge.actors.reference_actor import compute_logprobs

def _import_error():
try:
import forge.actors.reference_actor # noqa: F401

return False
except Exception:
return True

class TestComputeLogprobs:

class TestComputeLogprobs(unittest.TestCase):
"""Test the compute_logprobs utility function."""

@pytest.mark.skipif(
_import_error(),
reason="Import error, likely due to missing dependencies on CI.",
)
def test_compute_logprobs_basic(self):
"""Test basic logprobs computation."""
from forge.actors.reference_actor import compute_logprobs

batch_size = 1
seq_len = 5
vocab_size = 1000
Expand All @@ -36,8 +51,14 @@ def test_compute_logprobs_basic(self):
assert result.shape == (batch_size, response_len)
assert torch.all(result <= 0) # Log probabilities should be <= 0

@pytest.mark.skipif(
_import_error(),
reason="Import error, likely due to missing dependencies on CI.",
)
def test_compute_logprobs_with_temperature(self):
"""Test logprobs computation with temperature scaling."""
from forge.actors.reference_actor import compute_logprobs

batch_size = 1
seq_len = 5
vocab_size = 1000
Expand All @@ -55,8 +76,14 @@ def test_compute_logprobs_with_temperature(self):
default_result = compute_logprobs(logits, input_ids)
assert not torch.allclose(result, default_result)

@pytest.mark.skipif(
_import_error(),
reason="Import error, likely due to missing dependencies on CI.",
)
def test_compute_logprobs_single_token(self):
"""Test logprobs computation with single token response."""
from forge.actors.reference_actor import compute_logprobs

batch_size = 1
seq_len = 5
vocab_size = 1000
Expand All @@ -70,8 +97,14 @@ def test_compute_logprobs_single_token(self):
assert result.shape == (batch_size, response_len)
assert result.numel() == 1 # Single element

@pytest.mark.skipif(
_import_error(),
reason="Import error, likely due to missing dependencies on CI.",
)
def test_compute_logprobs_empty_response(self):
"""Test logprobs computation with empty response."""
from forge.actors.reference_actor import compute_logprobs

batch_size = 1
seq_len = 5
vocab_size = 1000
Expand All @@ -84,8 +117,14 @@ def test_compute_logprobs_empty_response(self):

assert result.shape == (batch_size, response_len)

@pytest.mark.skipif(
_import_error(),
reason="Import error, likely due to missing dependencies on CI.",
)
def test_compute_logprobs_empty_prompt(self):
"""Test logprobs computation with empty prompt."""
from forge.actors.reference_actor import compute_logprobs

batch_size = 1
vocab_size = 1000
prompt_len = 0
Expand Down
Loading