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ai-toolkit/toolkit/models/v2/text_encoders/gemma3.py
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2026-08-28 07:55:19 -06:00

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Python

from transformers import Gemma3ForConditionalGeneration
from .._mixin import OstrisTransformersMixin
class Gemma3TextEncoder(Gemma3ForConditionalGeneration, OstrisTransformersMixin):
"""Gemma3 conditioning stack (ltx2 / ltx2.3)."""
aitk_subfolder = "text_encoder"
aitk_tokenizer_subfolder = "tokenizer"
@classmethod
def get_transformer_block_names(cls):
# both layouts seen across transformers versions; missing paths skip
return ["model.language_model.layers", "language_model.model.layers"]
try:
from transformers.models.gemma4.modeling_gemma4 import Gemma4TextModel
class Gemma4TextEncoder(Gemma4TextModel, OstrisTransformersMixin):
"""Gemma4 text decoder (ltx2.5's conditioning stack)."""
aitk_subfolder = "text_encoder"
aitk_tokenizer_subfolder = "tokenizer"
@classmethod
def get_transformer_block_names(cls):
return ["layers"]
except ImportError:
Gemma4TextEncoder = None