I have a function that takes a string as an input and tries to extract the name and surname. It is a combination of NER and regex to try to extract the names present. Is there a better or more ...

We’re working on a problem where our master dataset contains names of organizations and individuals, but some entries are untagged. We only have the names (no additional details such as email or ...

I'm using the OpenAI API (gpt-4.0-mini) to extract and normalize names from social media posts. However, even with strict prompting, the output sometimes contains slightly different spellings for the ...

I have a set of about 100M paragraph-sized strings (multilingual) I am extracting embeddings for, but the memory usage keeps increasing until I start overflowing into disk swap: model = ...

In the torch example provided here https://github.com/pytorch/examples/tree/main/word_language_model, tansformer only uses torch.TransformerEncoder and torch.TransformerDecoder is overwritten with a ...

I'm fine-tuning T5-small using PyTorch Lightning and encountering a strange issue during validation and test steps. The Problem: During validation_step and test_step, model.generate() consistently ...

I have a machine-translation model. In this model, I calculate a vector for a given sentence and I take this vector, aggregate with each generated output of RNN and put it into RNN again for ...

I trained a sentiment classification model using a scikit-learn Pipeline that includes a TfidfVectorizer and LogisticRegression classifier. Everything works perfectly on my local machine, but when I ...

I wrote another question on this earlier, but could not pinpoint the issue on my side, here, I am giving a minimal reproducible code. System Angle version 0.5.6 UV 0.8.22 Python 3.12 Ubuntu 24.04 I ...

has anyone managed to translate something using Helsinki-NLP and ONNX Runtime in Java? Using a Python script, I generated these files: ├── encoder_model.onnx ├── decoder_model.onnx ├── ...

I’m working on a research problem where I want to reconstruct or paraphrase sentences starting from synthetic embeddings. The embeddings are global (mean-pooled), not token-level, so they lose ...

I am trying to integrate an image-to-text model into a React Native mobile app. My requirements: The model should support image + text input → text output. It should be lightweight enough to run on ...

Please be merciful - I've never asked a question here (I've answered a few) and am a total Python noob. I developed an algorithm in SQL Server to compute the Longest Possible Common Subsequence (LPCS) ...

I'm working on a project where I'm attempting to extract medical symptoms from a running transcription. I'm using SocketIO to get mic audio and then using Whisper to transcribe the audio into text ...

I'm building a simple agent using LangChain that leverages a locally-hosted HuggingFace model (gpt-oss-20b). I'm using the transformers pipeline and wrapping it in LangChain's HuggingFacePipeline. The ...