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Filter out input ids not being used in inference. Fixes issue #1294 #1310

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Filter out input ids not being used in inference. Fixes issue #1294 #1310

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Filter out input ids not being used in inference. Fixes issue #1294
priyank9320 Dec 2, 2024
a850558
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priyank9320 Dec 4, 2024
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4 changes: 4 additions & 0 deletions outlines/processors/structured.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
See the License for the specific language governing permissions and
limitations under the License.
"""

import math
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Type, Union

Expand Down Expand Up @@ -110,6 +111,9 @@ def process_logits(
allowed_tokens = self.guide.get_next_instruction(guide_state).tokens.to(
mask.device, non_blocking=True
)
allowed_tokens = allowed_tokens[
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Is it a safe assumption or is there a more direct way to get this information?

allowed_tokens < mask.shape[-1]
] # filter out input ids exceeding the mask length
allowed_tokens_batch.append(allowed_tokens)
batch_indices.append(
torch.full_like(allowed_tokens, i)
Expand Down
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