VanekPetr / flan-t5-text-classifierLinks
Fine-tuning of Flan-5T LLM for text classification 🤖 focuses on adapting a state-of-the-art language model to enhance its ability to classify text data.
☆43Updated 10 months ago
Alternatives and similar repositories for flan-t5-text-classifier
Users that are interested in flan-t5-text-classifier are comparing it to the libraries listed below
Sorting:
- Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)☆85Updated last year
- A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning☆155Updated last year
- Text classification with Foundation Language Model LLaMA☆114Updated 2 years ago
- Finetune mistral-7b-instruct for sentence embeddings☆86Updated last year
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.☆56Updated last year
- Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder …☆163Updated 3 months ago
- GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings☆44Updated last year
- ☆46Updated 3 years ago
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆61Updated 9 months ago
- ☆79Updated 11 months ago
- This is the code for our KILT leaderboard submissions (KGI + Re2G models).☆157Updated 4 months ago
- ☆367Updated last year
- A Framework for Textual Entailment based Zero Shot text classification☆152Updated last year
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆96Updated 3 years ago
- Long Document Summarization Papers☆149Updated 2 years ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆197Updated 9 months ago
- Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Lora☆51Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆161Updated last year
- Retrieval-Augmented Generation-based Relation Extraction☆48Updated 3 weeks ago
- Deep Keyphrase Generation with Pre-trained Language Models☆29Updated last year
- ☆41Updated 8 months ago
- BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them t…☆144Updated last year
- Fine-tune ModernBERT on a large Dataset with Custom Tokenizer Training☆67Updated 7 months ago
- ☆84Updated last year
- Benchmarking Large Language Models☆99Updated 3 months ago
- In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtaine…☆21Updated 2 years ago
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆53Updated last year
- Creating class-based TF-IDF matrices☆90Updated 2 years ago
- ☆45Updated 2 years ago
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆107Updated last year