例如,在自然语言处理(NLP)中,基于预训练模型(如BERT、GPT)进行指令微调(instruction finetuning),使其能泛化到未见过的任务,减少对样本量的依赖。实验表明,增加微调任务数量或结合思维链(CoT)数据,可显著提高推理能力。 实际案例:Flan-PaLM模型通过扩展至540B参数、1.8K个微调任务,并加入CoT...
Fine-Tuned BERT enabled Context Aware Virtual Learning Assessment ModelGaurav Srivastav
TransformersWsz/fine-tuned-bert-chinese-ner 代码Issues0Pull Requests0Wiki统计流水线 服务 加入Gitee 与超过 1200万 开发者一起发现、参与优秀开源项目,私有仓库也完全免费 :) 免费加入 已有帐号?立即登录 master 分支(1) 管理 管理 master 克隆/下载
I used the hugging face library, to fine tune a pre trained Bert model on an Imdb dataset - Thomasche69/Fine-Tuned-Bert
I'd like to publish an HTTP REST or GRPC API with TF serving for a BERT model fine-tuned on the SQuAD dataset. I tried two approaches but unfortunately both of them failed. 1.) Convert the files in the output directory (ckpt files, graph...
The BERT models used in this study consist of over 100 million parameters and are pre-trained on around 6 billion tokens [2, 3]. On the other end of the scale, the largest publicly available version of Llama 2 consists of 70 billion parameters tuned using a corpus spanning 2 trillion ...
因为bash代码的可读性一般,没有系统学过bash的人很难看懂,相比之下,哪怕你没有学过python/c/java,有一定编程基础的人基本还是能看懂的。所以该文章使用BERT为bash代码增加注释,以让人类理解一段bash代码在干什么。 Details 两阶段训练: 1. 上半部分:将codeBERT使用bash语言进行finetune。codeBERT是一个使用编程语言...
PaddleHub 用 bert service embedding 的结果替换 fine-tuned 的 outputs["pooled_output"]你想通过BER...
In both works, we integrated the supervised SimCSE (SimCSEsupervised) for data augmentation and our proposed model parallel BERT + Bi-LSTM for detecting cyberbullying using the augmented data. The key differences between the two works are that in the previous work [11], we made the ...
log("Bert Tokenizer"); const modelBuffer = await (await fetch("https://huggingface.co/CharlieFRuan/snowflake-arctic-embed-m-q0f32-MLC/resolve/main/tokenizer.json") ).arrayBuffer(); const tok = await Tokenizer.fromJSON(modelBuffer); const text = "What is the capital of Canada?"; const...