| |
|
|
| from transformers import GenerationConfig, PretrainedConfig, PreTrainedModel, PreTrainedTokenizerBase |
|
|
| from swift.template import TemplateType |
| from ..constant import LLMModelType |
| from ..model_arch import ModelArch |
| from ..model_meta import Model, ModelGroup, ModelMeta |
| from ..register import ModelLoader, register_model |
|
|
|
|
| class TeleChatLoader(ModelLoader): |
|
|
| def get_model(self, model_dir: str, config, processor, **kwargs) -> PreTrainedModel: |
| model = super().get_model(model_dir, config, processor, **kwargs) |
| generation_config = GenerationConfig.from_pretrained(model_dir) |
| for k in ['bos_token_id', 'eos_token_id', 'pad_token_id', 'user_token_id', 'bot_token_id']: |
| setattr(processor, k, getattr(generation_config, k)) |
| return model |
|
|
|
|
| register_model( |
| ModelMeta( |
| LLMModelType.telechat, |
| [ |
| ModelGroup([ |
| Model('TeleAI/TeleChat-7B', 'Tele-AI/telechat-7B'), |
| Model('TeleAI/TeleChat-12B', 'Tele-AI/TeleChat-12B'), |
| Model('TeleAI/TeleChat-12B-v2', 'Tele-AI/TeleChat-12B-v2'), |
| Model('TeleAI/TeleChat-52B', 'TeleAI/TeleChat-52B'), |
| ]), |
| ModelGroup([ |
| Model('swift/TeleChat-12B-V2-GPTQ-Int4'), |
| ]), |
| ModelGroup([ |
| Model('TeleAI/TeleChat2-35B', 'Tele-AI/TeleChat2-35B'), |
| Model('TeleAI/TeleChat2-115B', 'Tele-AI/TeleChat2-115B'), |
| ]), |
| ], |
| TeleChatLoader, |
| template=TemplateType.telechat, |
| model_arch=ModelArch.telechat, |
| architectures=['TelechatForCausalLM', 'TeleChatForCausalLM'], |
| )) |
|
|
| register_model( |
| ModelMeta( |
| LLMModelType.telechat2, |
| [ |
| ModelGroup([ |
| Model('TeleAI/TeleChat2-3B', 'Tele-AI/TeleChat2-3B'), |
| Model('TeleAI/TeleChat2-7B-32K', 'Tele-AI/TeleChat2-7B-32K'), |
| Model('TeleAI/TeleChat2-35B-32K', 'Tele-AI/TeleChat2-35B-32K'), |
| Model('TeleAI/TeleChat2-35B-Nov', 'Tele-AI/TeleChat2-35B-Nov'), |
| ]), |
| ], |
| template=TemplateType.telechat2, |
| model_arch=ModelArch.telechat, |
| architectures=['TeleChat2ForCausalLM'], |
| )) |
|
|
