fshnkarimi / Fine-tuning-an-LLM-using-LoRA
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.
β47Updated 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
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applicationsβ43Updated 4 months ago
- β73Updated 2 months ago
- β20Updated 3 years ago
- a curated list of the role of small models in the LLM eraβ96Updated 6 months ago
- ApolloMoE: Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Expertsβ40Updated 4 months ago
- This repository contains a custom implementation of the BERT model, fine-tuned for specific tasks, along with an implementation of Low Raβ¦β69Updated last year
- β16Updated 5 months ago
- Medical RAG QA App using Meditron 7B LLM, Qdrant Vector Database, and PubMedBERT Embedding Model.β54Updated last year
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrieversβ65Updated 10 months ago
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refβ¦β47Updated 3 weeks ago
- β89Updated last month
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"β102Updated 6 months ago
- EMNLP 2024 "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding forβ¦β25Updated 3 months ago
- Truth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuningβ46Updated last year
- β24Updated 2 months ago
- This is the code of MMOA-RAG.β45Updated last week
- MathPrompter Implementation: This repository hosts an implementation based on the 'MathPrompter: Mathematical Reasoning Using Large Languβ¦β13Updated 8 months ago
- LLM Roleplay: Simulating Human-Chatbot Interactionβ26Updated last week
- β33Updated 3 months ago
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absoluteβ¦β49Updated 8 months ago
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Finβ¦β30Updated 3 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".β127Updated 10 months ago
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [Fβ¦β62Updated 10 months ago
- β143Updated 11 months ago
- β24Updated 6 months ago
- β56Updated 3 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"β105Updated 6 months ago
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]β139Updated 2 months ago
- β53Updated 10 months ago
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]β82Updated 2 months ago