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
12 changes: 10 additions & 2 deletions src/transformers/models/mixtral/modeling_mixtral.py
Original file line number Diff line number Diff line change
Expand Up @@ -787,7 +787,7 @@ def forward(
}


class MixtralBLockSparseTop2MLP(nn.Module):
class MixtralBlockSparseTop2MLP(nn.Module):
def __init__(self, config: MixtralConfig):
super().__init__()
self.ffn_dim = config.intermediate_size
Expand All @@ -805,6 +805,14 @@ def forward(self, hidden_states):
return current_hidden_states


class MixtralBLockSparseTop2MLP(MixtralBlockSparseTop2MLP):
def __init__(self, *args, **kwargs):
logger.warning_once(
"MixtralBLockSparseTop2MLP is deprecated by MixtralBlockSparseTop2MLP and will be removed in v4.40."
)
super().__init__(*args, **kwargs)


class MixtralSparseMoeBlock(nn.Module):
"""
This implementation is
Expand All @@ -827,7 +835,7 @@ def __init__(self, config):
# gating
self.gate = nn.Linear(self.hidden_dim, self.num_experts, bias=False)

self.experts = nn.ModuleList([MixtralBLockSparseTop2MLP(config) for _ in range(self.num_experts)])
self.experts = nn.ModuleList([MixtralBlockSparseTop2MLP(config) for _ in range(self.num_experts)])

def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
""" """
Expand Down