fshnkarimi / Fine-tuning-an-LLM-using-LoRALinks
📚 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.
☆55Updated 2 years ago
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:
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applications☆65Updated last year
- a curated list of the role of small models in the LLM era☆111Updated last year
- Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.☆37Updated 2 years ago
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆88Updated 11 months ago
- This repository contains a custom implementation of the BERT model, fine-tuned for specific tasks, along with an implementation of Low Ra…☆78Updated 2 years ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Updated 2 years ago
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [F…☆69Updated last year
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆192Updated last year
- ☆159Updated last year
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"☆137Updated 2 years ago
- FuseAI Project☆87Updated 10 months ago
- A full pipeline to finetune Alpaca LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human…☆60Updated 2 years ago
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆112Updated 2 months ago
- Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
- Official repo of Respond-and-Respond: data, code, and evaluation☆104Updated last year
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆78Updated last year
- This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling finan…☆67Updated 5 months ago
- Scripts for fine-tuning Llama2 via SFT and DPO.☆206Updated 2 years ago
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆116Updated 10 months ago
- ☆103Updated 8 months ago
- 🔧 Compare how Agent systems perform on several benchmarks. 📊🚀☆102Updated 4 months ago
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆45Updated last year
- Code and data for CoachLM, an automatic instruction revision approach LLM instruction tuning.☆60Updated last year
- Text classification with Foundation Language Model LLaMA☆113Updated 2 years ago
- ☆19Updated last year
- minimal scripts for 24GB VRAM GPUs. training, inference, whatever☆50Updated last month
- ☆31Updated last year
- LLM guided text clustering☆111Updated 2 years ago
- ☆99Updated 4 years ago
- ☆95Updated last year