model_path = "microsoft/deberta-v3-base" tokenizer = AutoTokenizer.from_pretrained(model_path, use_fast=False) print(f"Base version Tokenizer:\n\n{tokenizer}", end="\n"*3) # initializing Fast version of Tokenizer fast_tokenizer = AutoTokenizer.from_pretrained(model_path, use_fast=True) pr...
model_path="microsoft/deberta-v3-base"tokenizer=AutoTokenizer.from_pretrained(model_path,use_fast=False)print(f"Base version Tokenizer:\n\n{tokenizer}",end="\n"*3)## initializing Fast versionofTokenizer fast_tokenizer=AutoTokenizer.from_pretrained(model_path,use_fast=True)print(f"Fast version T...
tokenizer: Optional[Union[str, PreTrainedTokenizer, PreTrainedTokenizerFast]] = None, feature_extractor: Optional[Union[str, PreTrainedFeatureExtractor]] = None, framework: Optional[str] = None, revision: Optional[str] = None, use_fast: bool = True, use_auth_token: Optional[Union[str, bool]]...
revision(str,optional, defaults to"main") — 指定所加载模型的版本 use_fast(bool,optional, defaults toTrue) — 如果可以的话(aPreTrainedTokenizerFast),是否使用Fast tokenizer use_auth_token(strorbool,optional) — 是否需要认证 device(intorstrortorch.device) — 指定运行模型的硬件设备。(例如:"cpu"...
我们将use_fast=True作为参数入,以使用tokenizers库中的一个快速tokenizer(它由Rust支持的)。这些快速tokenizer几乎适用于所有模型,但如果您在前面的调用中出现错误,请删除该参数。 你可以直接在一个句子或一个句子对上调用这个tokenizer: tokenizer("Hello, this one sentence!", "And this sentence goes with it....
16. use_fast_tokenizer:是否使用快速的tokenizer。默认是True。 17. fp16:是否使用混合精度训练。默认是False。 18. label_list:标签列表。如果提供,将在计算loss时使用。 19. id2label:标签ID到标签的映射。如果提供,将在计算loss时使用。 20. label2id:标签到标签ID的映射。如果提供,将在保存和加载模型时使...
For generic machine learning loops, you should use another library (possibly, Accelerate). While we strive to present as many use cases as possible, the scripts in our examples folder are just that: examples. It is expected that they won't work out-of-the box on your specific problem and...
Acting fast, Kenji uses his watch to summon help from the Aerialbots and the Protectobots. As Menasor rampages, a lighting rig catches fire and starts to fall towards the crowd, but just in the nick of time, the Protectobots come roaring in and immediately start seeing to the fire and ...
The Stunticons are causing chaos, and unluckily for Kenji, it just so happens to be at a baseball game he�s attending with a girl. Acting fast, Kenji uses his watch to summon help from the Aerialbots and the Protectobots. As Menasor rampages, a lighting rig catches fire and starts to...
我们这边没有使用是因为我们的tokenizer 使用了 use_fast=True 参数,所以采用的是多线程的方式处理样本。如果没有使用 fast tokenizer,则可以使用num_proc 参数提高速度。 最后我们需要对于一个batch 的输入进行padding,这边使用的 dynamic padding 的方式。每个batch 都padding 到这个batch 最长的长度。 Dynamic padding...