# Copyright 2023-2024 SGLang Team # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== import json import os from huggingface_hub import snapshot_download class LoRAConfig: def __init__( self, path: str, ) -> None: self.path = path self.hf_config = self.get_lora_config() self.target_modules = self.hf_config["target_modules"] # TODO: Support more modules if any(module in self.target_modules for module in ["embed_tokens", "lm_head"]): raise ValueError("Not supported yet") self.r = self.hf_config["r"] self.lora_alpha = self.hf_config["lora_alpha"] def get_lora_config(self, dummy=False): if dummy: raise NotImplementedError() else: if not os.path.isdir(self.path): weights_dir = snapshot_download(self.path, allow_patterns=["*.json"]) else: weights_dir = self.path config_name = "adapter_config.json" with open(os.path.join(weights_dir, config_name), "r") as f: return json.load(f)