fshnkarimi / Fine-tuning-an-LLM-using-LoRALinks
π Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classification tasks using the Stanford Sentiment Treebank (SST-2) dataset and the LoRA technique.
β52Updated last year
Alternatives and similar repositories for Fine-tuning-an-LLM-using-LoRA
Users that are interested in Fine-tuning-an-LLM-using-LoRA are comparing it to the libraries listed below
Sorting:
- a curated list of the role of small models in the LLM eraβ104Updated 11 months ago
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applicationsβ62Updated 10 months ago
- Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.β35Updated 2 years ago
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]β85Updated 7 months ago
- β50Updated 11 months ago
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrieversβ72Updated 4 months ago
- β20Updated 4 years ago
- [ICLR'25] ApolloMoE: Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Expertsβ48Updated 9 months ago
- This repository contains a custom implementation of the BERT model, fine-tuned for specific tasks, along with an implementation of Low Raβ¦β77Updated last year
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [Fβ¦β67Updated last year
- Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Modelsβ97Updated last year
- β91Updated 7 months ago
- β59Updated 9 months ago
- Contains Google Colab or Jupyter notebooks, as well as other associated files for my Medium blogposts.β35Updated last year
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"β135Updated last year
- Playground for Transformersβ53Updated last year
- Lightweight demos for finetuning LLMs. Powered by π€ transformers and open-source datasets.β78Updated 10 months ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.β153Updated last year
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absoluteβ¦β49Updated last year
- β49Updated 3 months ago
- β76Updated 8 months ago
- β19Updated 11 months ago
- RuleRAG: Rule-guided Retrieval-Augmented Generation with Language Models for Question Answeringβ26Updated 10 months ago
- β31Updated last year
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".β107Updated 10 months ago
- β95Updated 5 months ago
- Official Code for Oα΄α΄Ι΄-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)β132Updated 6 months ago
- Scripts for fine-tuning Llama2 via SFT and DPO.β203Updated 2 years ago
- π§ Compare how Agent systems perform on several benchmarks. ππβ102Updated last month
- β95Updated 9 months ago