The meaning of EMBED is to enclose closely in or as if in a matrix. How to use embed in a sentence.
To insert or integrate into a surrounding context or substance. To represent or express something abstract in a tangible or visible form. 5 ADVERTISEMENT Usage in Sentence "The spy was embedded within the organization for years." "The statue embodies the spirit of the city's founder." 12 Scop...
2.ST(all-MiniLM-L6-v2) is another 384-length embedding. It excels at sentence comparisons; I’ve used it before for judging transcription accuracy. It was trained on the first billion sentence-pair corpus, which was about half Reddit data. It is also available HuggingFace.2.ST(all-MiniLM-...
Embedding向量检索技术一般包括in batch negatives, hard batch negatives, gradCache, Cross batch negatives, 知识蒸馏(一般是把cross encoder的知识蒸馏到retriever里面),maxsim(也叫multi vector,出自Colbert), Matryoshka(中文叫做俄罗斯套娃,可以灵活变化embeddingsize,也是openai最近公布的技术),MAE,MLM预训练,随着时代...
给定一个sentence,我们要训练一个神经网络,它要做的就是根据当前的word ,来预测下一个可能出现的word 是什么 假设我们使用1-of-N encoding把 表示成feature vector,它作为neural network的input,output的维数和input相等,只不过每一维都是小数,代表在1-of-N编码中该维为1其余维为0所对应的word会是下一个word ...
Bert, model_id="sentence-transformers/all-MiniLM-L6-v2", revision="main", ) config = TextEmbedConfig(chunk_size=200, batch_size=32) data = embed_anything.embed_audio_file( "test_files/audio/samples_hp0.wav", audio_decoder=audio_decoder, embeder=embeder, text_embed_config=config, ) ...
Fill-Maskfill-maskMasking some of the words in a sentence and predicting which words should replace those masks.✅(docs) (models) Question Answeringquestion-answeringRetrieve the answer to a question from a given text.✅(docs) (models) ...
Text:Enter a sentence and use it as the header Once you select your header style, click onSaveto confirm your changes. As you can see, it’s super easy to customize your YouTube feed with this plugin. Now you can use the remaining customization options to change your feed size, color ...
sentence-transformers/sentence_transformers/losses/GISTEmbedLoss.py Lines 157 to 163 in efbf3ee # Handle the case where we have a negative sample if negative is not None: an_sim = self.sim_matrix(anchor, negative) guided_an_sim = self.sim_matrix(anchor_guide, negative_guide) an...
If you already know which EmbedPress string you want to translate, simply type it down into the designated input field as shown below and search for the string you want to translate. This EmbedPress string can beany content (single word or full sentence)from your plugin’s user interface. ...