现在,我们需要将正确格式的输入传给模型,我们通过对model对象调用.generate方法来执行此操作,将input_ids作为参数传给.generate方法并将其输出赋给outputs变量。我们还将第二个参数max_new_tokens设为 100,这限制了模型需生成的词元数。 此时,输出还不是人类可读的,为了将它们转换至文本,我们必须对输出进行解码。我们...
好吧,从结果看,有input_ids和attention_mask分别是分词后的token id和掩码。让我们使用分词器的函数convert_ids_to_tokens()将token id转换为对应的token,如下。 tokenizer.convert_ids_to_tokens(inputs.input_ids)['▁I','▁','loved','▁reading','▁the','▁Hung','er','▁Games',''] 由上可知,...
min_tokens_to_keep=1): """ Filter a distribution of logits using top-k and/or nucleus (top-p) filtering Args: logits: logits distribution shape (batch size, vocabulary size) if top_k > 0: keep only top k tokens with highest probability (top-k filtering). if...
pipe(sample["audio"], max_new_tokens=256, generate_kwargs={"task": "translate"}) # {'text...
To generate custom dataset from datasets import Dataset,ClassLabel,Value features = ({ "sentence1": Value("string"), # String type for sentence1 "sentence2": Value(&... python huggingface-datasets user269867 3,862 asked May 29 at 14:46 0 votes 1 answer 98 views Loading huggingface ...
实现贪婪搜索并不难,但我们要使用Transformers内置的generate()函数来探索更复杂的解码方法。为了重现我们的简单例子,让我们 确保采样被关闭(默认情况下是关闭的,除非你加载检查点的模型的具体配置另有规定),并为新生成的标记数量指定max_new_tokens: input_ids = tokenizer(input_txt, return_tensors="pt")["input...
实现贪婪搜索并不难,但我们要使用Transformers内置的generate()函数来探索更复杂的解码方法。为了重现我们的简单例子,让我们 确保采样被关闭(默认情况下是关闭的,除非你加载检查点的模型的具体配置另有规定),并为新生成的标记数量指定max_new_tokens: 代码语言:javascript ...
But, what if I also train the tokenizer to generate a new vocab, and merge files? The weights from the pre-trained model I started from will still be used, or the new set of tokens will demand complete training from scratch? I'm asking this because maybe some layers ...
Hi @gante, I got some error related to the change of max_length and max_new_tokens in this PR #20388. For model like Whisper, the max_length has already been defined by the max PositionalEmbedding length which is 448 (https://huggingface...
⚠️ RaiseExceptionwhen trying to generate 0 tokens ⚠️ by @danielkorat in #28621 Update the cache number by @ydshieh in #28905 Add npu device for pipeline by @statelesshz in #28885 [Docs] Fix placement of tilde character by @khipp in #28913 ...