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Quick fix release redundant code #60

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b322176
Quick fix release redundant code
yy-code-nv Jun 26, 2026
f6e8c4d
fix no-used branch
yy-code-nv Jun 26, 2026
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2 changes: 0 additions & 2 deletions cosmos_framework/data/vfm/augmentors/text_transforms_for_image.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,6 @@
from cosmos_framework.data.imaginaire.webdataset.augmentors.augmentor import Augmentor
from cosmos_framework.utils import log

# COSMOS-RELEASE-END-IGNORE

# For the qwen captions, we have 3 variants: short, medium, long
# In addition, for synthetic data, we create prompt embeddings as well.
# There is quite a bit of entropy in the way prompt data is saved.
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3 changes: 0 additions & 3 deletions cosmos_framework/model/tokenizer/evaluation/reconstruction_metrics.py
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Expand Up @@ -486,9 +486,6 @@ def reset(self) -> None:
if self._fid_metric is not None:
self._fid_metric.reset()


# COSMOS-RELEASE-END-IGNORE

__all__ = [
"TokenizerMetric",
"PSNRMetric",
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17 changes: 1 addition & 16 deletions cosmos_framework/model/vfm/omni_mot_model.py
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Expand Up @@ -2432,6 +2432,7 @@ def _single_velocity_fn(tokens: list[list[int]], skip_text_tokens: bool):
# Peers needed CFG so we ran the uncond forward to keep
# FSDP allgather aligned; locally we still return cond.
return cond_v

v_pred = [u_i + guidance * (c_i - u_i) for c_i, u_i in zip(cond_v, uncond_v)]
if normalize_cfg:
v_pred = [
Expand All @@ -2450,22 +2451,6 @@ def _single_velocity_fn(tokens: list[list[int]], skip_text_tokens: bool):
# Same alignment story as above for the postprocess branch.
return cond_v

if not needs_cfg:
# This rank doesn't actually need CFG (guidance==1.0 or sigma
# outside guidance_interval). Return cond_v directly so the
# output is bit-identical to the original no-CFG path; the
# uncond_v forward was only run to keep the FSDP allgather
# sequence aligned with peers.
return cond_v

if not needs_cfg:
# This rank doesn't actually need CFG (guidance==1.0 or sigma
# outside guidance_interval). Return cond_v directly so the
# output is bit-identical to the original no-CFG path; the
# uncond_v forward was only run to keep the FSDP allgather
# sequence aligned with peers.
return cond_v

v_pred = [u_i + guidance * (c_i - u_i) for c_i, u_i in zip(cond_v, uncond_v)]

if normalize_cfg:
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