将任务改造成 text-to-text 形式(即 input 和 target 都是一段文本),可以适配 Encoder-Decoder 和 Prefix Decoder 将input 和 target 拼接起来,可以适配 Decoder-Only 总结一下各类结构的经典模型和主要适用任务 注意这里的适用任务并不绝对,比如 Decoder-only 配合指令微调,在参数规模大了之后其实什么都能做;用 ...
labels=encoder_labels,output_hidden_states=True,return_dict=True)cls_hiddens = lm_out.hidden_states[-1][:, :1] # B1Ddecoder_embedding_output = self.decoder_embeddings(input_ids=decoder_input_ids)hiddens = torch.cat([cls_hiddens, dec...
input_ids: 序列输入,形状为(batch_size, sequence_length)。 attention_mask: 表示padding部分的掩码,形状同input_ids。 position_ids: 输入的位置编码,用于考虑序列中元素的顺序关系,形状同input_ids。 // inputs_embeds: 输入序列的词嵌入表示,形状为(batch_size, sequence_length, embedding_size)。 #缓存、...
Features refer to the input variable used by the machine learning model to predict the labels. Thescore()function should contain the scoring algorithm and return a measurement to indicate how successful the model performs. Thescore()function uses the scoring dataset labels and the tra...
self.num_labels = num_labels self.mbert = BertModel(config=config) self.fc = nn.Linear(config.hidden_size, num_labels) defforward(self, batch_token_input_ids, batch_attention_mask, batch_token_type_ids, batch_labels, training=True, ...
model=AutoModel(model=model_dir,trust_remote_code=True,device="cuda:0")res=model.generate(input=f"{model.model_path}/example/en.mp3",cache={},language="zh",# "zh", "en", "yue", "ja", "ko", "nospeech"use_itn=False,batch_size=64, ) ...
The default form widget for this field is CheckboxInput, or NullBooleanSelect if null=True. The default value of BooleanField is None when Field.default isn’t defined. CharField¶ class CharField(max_length=None, **options)¶ A string field, for small- to large-sized strings. For larg...
/* external inputs */ ex_arg_code_U.In1 = 0.0F; /* external outputs */ (void)memset(&ex_arg_code_Y, 0, sizeof(ExtY_ex_arg_code_T)); /* Model Initialize function for ModelReference Block: '<Root>/Model' */ ex_arg_code_ref_initialize(rtmGetErrorStatusPointer(ex_arg_...
Zero-shot drug repurposing involves predicting therapeutic candidates for diseases with limited or no treatment options (Fig.1b). Mathematically, the model inputs a queried drug–disease pair and outputs the likelihood of the drug acting on the disease. The gold standard labels for evaluating such...
主要内容：3dGS，MVO，GUI，Stream还有Modeling Kernel Bridge。 3dGS是HOOPS最为核心的模块，其负责HOOPS...