ducnh279 / LLMs-for-Text-ClassificationLinks
Fine-tuning Large Language Models (LLMs) for Text Classification Task
β35Updated last year
Alternatives and similar repositories for LLMs-for-Text-Classification
Users that are interested in LLMs-for-Text-Classification are comparing it to the libraries listed below
Sorting:
- π Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classifiβ¦β55Updated 2 years ago
- β22Updated last year
- Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)β88Updated last year
- Using open-source LLM Llama2 by Meta on local CPU inference for document question-and-answerβ15Updated 2 years ago
- Code example for pretraining an LLM with vanilla PyTorch training loopβ10Updated last year
- This Repository consists of all my experiments performed on LayoutLMv3 model.β34Updated 3 years ago
- Translate large dataset to any language with google translation api and multithreads processing, no key required!β76Updated 3 months ago
- β25Updated 2 years ago
- β17Updated 5 years ago
- Composition of Multimodal Language Models From Scratchβ15Updated last year
- A series of notebooks demonstrating how to build simple NLP web apps with Gradio and Hugging Face transformersβ44Updated 3 months ago
- Question Answering dataset generator of Document Visual in English and Chineseβ24Updated 2 years ago
- We finetune Bloomz-7b1-mt using LoRA with the chatdoctor-200k dataset at here https://huggingface.co/LinhDuong/doctorwithbloomz-7b1-mt anβ¦β30Updated 2 years ago
- Fine-tune and quantize Llama-2-like models to generate Python code using QLoRA, Axolot,..β64Updated last year
- This repo consists of the code as discussed in the Medium blog.β17Updated 2 years ago
- An unofficial Implementation of DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documentsβ37Updated 2 years ago
- Financial Domain Question Answering with pre-trained BERT Language Modelβ130Updated 6 months ago
- Object Detection Model for Scanned Documentsβ94Updated 11 months ago
- Implementation of the DocLLM paper for Llama models.β13Updated 10 months ago
- Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.β77Updated 3 years ago
- This project is a collection of fine-tuning scripts to help researchers fine-tune Qwen 2 VL on HuggingFace datasets.β77Updated 6 months ago
- Notebook Examples used in machine learning writing and researchβ87Updated 4 months ago
- Multi-label text classification using BERTβ68Updated 4 years ago
- Finetune multiple pre-trained Transformer-based models to solve Vietnamese Fake News Detection problem (ReINTEL) in VLSP2020 shared taskβ18Updated 5 years ago
- The largest VQA dataset for Vietnamese. Related to the text content in the image.β19Updated 9 months ago
- DocAI helps developers quickly build document, image and text processing pipelines using open source and cloud-based machine learning modβ¦β20Updated 3 years ago
- Visual similarity search engine demo with use of PyTorch Metric Learning and Qdrantβ12Updated 3 years ago
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"β137Updated 2 years ago
- Spacy, HAC, pytesseract, easyocr, doctr, mmocr, layoutlm, paddleocrβ20Updated last year
- Finetuning BLOOM on a single GPU using gradient-accumulationβ31Updated 2 years ago