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split gptbigcode forward #194

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Aug 19, 2024
Merged

split gptbigcode forward #194

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6 changes: 6 additions & 0 deletions vllm/model_executor/models/gpt_bigcode.py
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Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,7 @@
VocabParallelEmbedding)
from vllm.model_executor.model_loader.weight_utils import default_weight_loader
from vllm.model_executor.sampling_metadata import SamplingMetadata
from vllm.platforms import current_platform
from vllm.sequence import IntermediateTensors, SamplerOutput

from .interfaces import SupportsLoRA
Expand Down Expand Up @@ -224,9 +225,14 @@ def forward(
position_embeds = self.wpe(position_ids)
hidden_states = inputs_embeds + position_embeds

if current_platform.is_hpu():
import habana_frameworks.torch as htorch
htorch.core.mark_step()
for i in range(len(self.h)):
layer = self.h[i]
hidden_states = layer(hidden_states, kv_caches[i], attn_metadata)
if current_platform.is_hpu():
htorch.core.mark_step()

hidden_states = self.ln_f(hidden_states)
return hidden_states
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