复制 config=LoraConfig(r=64,lora_alpha=16,target_modules=["q_proj","v_proj","v_proj","o_proj","gate_proj","up_proj","down_proj"],lora_dropout=0.05,bias="none",task_type="CAUSAL_LM",)model=get_peft_model(model,config)print_trainable_parameters(model) 三、总结 本文简要介绍LoraCon...
config = LoraConfig(r=64,lora_alpha=16,target_modules=["q_proj", "v_proj", "v_proj", "o_proj", "gate_proj", "up_proj","down_proj"],lora_dropout=0.05,bias="none",task_type="CAUSAL_LM",)model = get_peft_model(model, config)print_trainable_parameters(model) 三、总结 本文简要...
pattern = r'\((\w+)\): Linear' linear_layers = re.findall(pattern, str(model.modules)) target_modules = list(set(linear_layers)) 4、LoRA 层的丢失概率 lora_dropout Dropout 是一种通过在训练过程中以 dropout 概率随机选择要忽略的神经元来减少过度拟合的技术。 这些选定的神经元对下游神经元激活...
pattern = r'\((\w+)\): Linear' linear_layers = re.findall(pattern, str(model.modules)) target_modules = list(set(linear_layers)) 4、LoRA 层的丢失概率 lora_dropout Dropout 是一种通过在训练过程中以 dropout 概率随机选择要忽略的神经元来减少过度拟合的技术。 这些选定的神经元对下游神经元激活...
target_modules参数会提示值不对 然后我根据错误信息找到了这个枚举类,我们输入的target_modules值是应该要对应到这个枚举类里面的吗? 那么应该采用哪个值呢?我试了好几个都没有成功,例如[“q”, “v”]、[“c_attn”] TryMyBestToDo 2024-03-14 19:00:31 源自:9-13 高效调参方案实现 lora-03 161...
A harmless warning here. else: in_features, out_features = target.in_features, target.out_features if kwargs["fan_in_fan_out"]: warnings.warn( "fan_in_fan_out is set to True but the target module is not a Conv1D. " "Setting fan_in_fan_ou...
{},"lora_alpha":32,"lora_dropout":0.05,"megatron_config":null,"megatron_core":"megatron.core","modules_to_save": ["embed_tokens","lm_head"],"peft_type":"LORA","r":32,"rank_pattern": {},"revision":null,"target_modules": ["gate_proj","up_proj","o_proj","k_proj","q_...
target_modules=["q","v"], lora_dropout=0.01, bias="none" task_type="SEQ_2_SEQ_LM", ) NSDT在线工具推荐:Three.js AI纹理开发包-YOLO合成数据生成器-GLTF/GLB在线编辑-3D模型格式在线转换-可编程3D场景编辑器 让我们回顾一下 LoraConfig 中的参数。
Add an option 'ALL' to include all linear layers as target modules (#1295) SumanthRHand BenjaminBossancommitted · 14 / 14 Verified cbd783b Commits on Dec 21, 2023 DOC Improve target modules description (#1290) BenjaminBossancommitted · 14 / 14 Verified 993836f Commits on Dec 15, 2023...