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[NFC] Fix docstring in llamal modeling #4557

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tiandiao123 merged 1 commit into from
Aug 31, 2023
Merged

[NFC] Fix docstring in llamal modeling #4557

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5 changes: 3 additions & 2 deletions colossalai/inference/tensor_parallel/modeling/llama.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
from transformers.modeling_outputs import (
BaseModelOutputWithPast,
)
from transformers.models.llama.modeling_llama import LlamaModel, LlamaAttention
from transformers.models.llama.modeling_llama import LlamaModel, LlamaDecoderLayer, LlamaAttention
from colossalai.inference.tensor_parallel.batch_infer_state import BatchInferState
from colossalai.kernel.triton.copy_kv_cache_dest import copy_kv_cache_to_dest
from colossalai.kernel.triton.context_attention import llama_context_attn_fwd
Expand All @@ -16,6 +16,7 @@
class LlamaInferenceForwards:
"""
This class holds forwards for llama inference.
We intend to replace the forward methods for LlamaModel, LlamaDecoderLayer, and LlamaAttention for LlamaForCausalLM.
"""

@staticmethod
Expand Down Expand Up @@ -168,7 +169,7 @@ def llama_model_forward(

@staticmethod
def llama_decoder_layer_forward(
self,
self: LlamaDecoderLayer,
hidden_states: torch.Tensor,
attention_mask: Optional[torch.Tensor] = None,
position_ids: Optional[torch.LongTensor] = None,
Expand Down