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...
use_fast: bool = True, use_auth_token: Optional[Union[str, bool]] = None, model_kwargs: Dict[str, Any] = None, pipeline_class: Optional[Any] = None, **kwargs ) -> Pipeline: """ Pipelines are made of: - A [tokenizer](tokenizer) in charge of mapping raw textual input to toke...
部署的是examples/code_generation/codegen下的codegen-2B-nl模型,就python codegen_server.py启动的use_fast=True。 没有看到自动编译的日志输出,困扰了很多天了。 /home/xxwork/paddlenlp python codegen_server.py grep: warning: GREP_OPTIONS is deprecated; please use an alias or script /usr/local/lib/py...
KV 缓存是否启用由 use_cache 这个布尔类型的参数控制（默认为True）。再深入一层，查看模型的 forward ...
from_pretrained(TOKEN_PATH, use_fast=False, padding_side="left", trust_remote_code=True) streamer = TextStreamer(tokenizer, skip_special_tokens=True, skip_prompt=False) input_ids = tokenizer(INPUT_PROMPT, return_tensors="pt", padding=False).input_ids model = xfastertransformer.AutoModel....
在本章中,我们将探讨四种互补的技术,可以用来加速预测并减少您的 transformer 模型的内存占用:知识蒸馏、量化、修剪和使用 Open Neural Network Exchange (ONNX)格式和 ONNX Runtime (ORT)进行图优化。我们还将看到其中一些技术如何结合起来产生显著的性能提升。例如,这是 Roblox 工程团队在他们的文章“我们如何在 CP...
The recent amalgamation of transformer and convolutional designs has led to steady improvements in accuracy and efficiency of the models. In this work, we introduce FastViT, a hybrid vision transformer architecture that obtains the state-of-the-art latency-accuracy trade-off. To this end, we intr...
2 use a color-line prior to removing haze. Berman et al. find a haze-line prior4 based on the observation that one haze-free image can be presented by a small number of color clusters. However, all these priors are simple, and cannot be held in real word complex scenes. Transformer ...
A new fast and distributed optical time-domain sensing technique, employing the slope of Brillouin dynamic gratings (BDG) in polarization-maintaining (PM) ... A Bergman,L Yaron,T Langer,... - Spie 被引量: 6发表: 2014年 Recognition and Location of Transformer Winding Faults Using the Input ...
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