Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts
☆89Dec 13, 2023Updated 2 years ago
Alternatives and similar repositories for Fine-Tuning-LLMs-for-Medical-Entity-Extraction
Users that are interested in Fine-Tuning-LLMs-for-Medical-Entity-Extraction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [JMIR Medical Informatics] Automatic Rare Disease Knowledge Graph Construction☆14Dec 1, 2023Updated 2 years ago
- Code and data for EMNLP 2023 paper "RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction"☆16Mar 6, 2024Updated 2 years ago
- ☆36Nov 28, 2025Updated 5 months ago
- The Code for the EMNLP 2023 main conference paper "Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition…☆13Dec 10, 2023Updated 2 years ago
- CBLUE 2/3 任务实现☆11Aug 1, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Python for creating a set of buildings in blender☆17Apr 18, 2013Updated 13 years ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆134Jan 17, 2024Updated 2 years ago
- Tortuga 2.0☆11Sep 5, 2016Updated 9 years ago
- Awesome-SLM: a curated list of Small Language Model☆30Jun 24, 2024Updated last year
- Sample how to use RhinoCompute to run Grasshopper components unit test directly in Grasshopper using MsTest☆11Apr 24, 2021Updated 5 years ago
- Repository for training LLaMa 2 models using the NERRE format.☆63Dec 22, 2023Updated 2 years ago
- StormAsset - Blender's add-on to instantiate procedural assets☆12Jun 1, 2021Updated 4 years ago
- A project for implementing ML and NLP papers☆13May 22, 2020Updated 5 years ago
- ☆12Aug 17, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Nov 16, 2023Updated 2 years ago
- This repository contains the data and code created under the project NLP4Rare-cm-uc3m.☆10Sep 14, 2021Updated 4 years ago
- The official code of our paper at EMNLP 2022: Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Mo…☆16Feb 17, 2023Updated 3 years ago
- The Dataset and Official Implementation for <Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understandi…☆18Aug 7, 2024Updated last year
- MALOnt - an ontology for Malware Threat Intelligence.☆13Jul 8, 2021Updated 4 years ago
- LangChain Agent☆11Nov 25, 2025Updated 5 months ago
- Conditional Mutual Informaation Neural Estimator☆15Oct 23, 2020Updated 5 years ago
- A Knowledge Graph for Open Source Security Tools☆18Aug 15, 2023Updated 2 years ago
- extracting "structured" information that is embedded in natural language text on the web using iterative set expansion, spanBERT, and ope…☆17May 22, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking☆13Apr 11, 2025Updated last year
- Repository for student projects within biomedical text mining from Lund University☆57May 26, 2023Updated 2 years ago
- A framework for evolving and testing question-answering datasets with various models.☆24Feb 28, 2024Updated 2 years ago
- ☆18Dec 8, 2024Updated last year
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆22Apr 29, 2025Updated last year
- ☆21Nov 23, 2021Updated 4 years ago
- An LLM-based Multi-Agent Framework for Financial Crime & Suspicious Matter Reporting☆13Apr 28, 2024Updated 2 years ago
- Code repository for EMNLP 2021 paper 'Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods'☆16Oct 13, 2022Updated 3 years ago
- Streaming Chat Interface with OpenAI's GPT-3.5, Flask, and React: A project showcasing real-time streaming of AI chat completions using a…☆19Jun 22, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A simple PyTorch implementation of CLIP model using DinoV2 and BERT☆15Sep 26, 2023Updated 2 years ago
- The official implementation of TContext-GGAN☆14Apr 1, 2022Updated 4 years ago
- Demonstrating a method to build large datasets of 3D buildings in any style using the NeRS technique☆12Jan 23, 2023Updated 3 years ago
- ☆19Nov 7, 2022Updated 3 years ago
- Trying out diffusion training in federated learning setting.☆18Jan 23, 2024Updated 2 years ago
- This is an introduction to Retrieval-Augmented Generation (RAG) for beginners . It uses Llama 2 LLM, FAISS vector store, and LangChain as…☆17Jul 8, 2025Updated 9 months ago
- ☆10Jan 27, 2019Updated 7 years ago