[Model] Add base class for LoRA-supported models (#5018)

This commit is contained in:
Cyrus Leung
2024-06-27 16:03:04 +08:00
committed by GitHub
parent d12af207d2
commit 96354d6a29
20 changed files with 270 additions and 75 deletions

View File

@@ -41,6 +41,8 @@ from vllm.model_executor.model_loader.weight_utils import default_weight_loader
from vllm.model_executor.sampling_metadata import SamplingMetadata
from vllm.sequence import SamplerOutput
from .interfaces import SupportsLoRA
class GPTBigCodeAttention(nn.Module):
@@ -230,7 +232,9 @@ class GPTBigCodeModel(nn.Module):
return hidden_states
class GPTBigCodeForCausalLM(nn.Module):
class GPTBigCodeForCausalLM(nn.Module, SupportsLoRA):
supports_lora = True
packed_modules_mapping = {"c_attn": ["c_attn"]}
supported_lora_modules = ["c_fc", "c_proj", "wte", "lm_head", "c_attn"]
@@ -250,7 +254,10 @@ class GPTBigCodeForCausalLM(nn.Module):
lora_config: Optional[LoRAConfig] = None,
):
super().__init__()
self.config = config
self.lora_config = lora_config
self.quant_config = quant_config
self.transformer = GPTBigCodeModel(config, cache_config, quant_config,
lora_config)