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:
- Implementation and evaluation of multimodal RAG with text and image inputs for industrial applicationsβ60Updated 9 months ago
- a curated list of the role of small models in the LLM eraβ103Updated 10 months ago
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]β86Updated 6 months ago
- Automatic prompt optimization framework for multi-step agent tasks.β32Updated 8 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
- Lightweight demos for finetuning LLMs. Powered by π€ transformers and open-source datasets.β77Updated 9 months ago
- Gemma2(9B), Llama3-8B-Finetune-and-RAG, code base for sample, implemented in Kaggle platformβ22Updated 6 months ago
- Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.β35Updated 2 years ago
- [ICLR'25] ApolloMoE: Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Expertsβ46Updated 8 months ago
- FuseAI Projectβ87Updated 6 months ago
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrieversβ69Updated 2 months ago
- This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling finanβ¦β61Updated last month
- β152Updated last year
- β20Updated 4 years ago
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"β135Updated last year
- β31Updated last year
- LLM guided text clusteringβ102Updated last year
- β47Updated 10 months ago
- Code for Robust Fine-tuning (RbFT)β12Updated 6 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".β107Updated 9 months ago
- β78Updated last year
- Official repo of Respond-and-Respond: data, code, and evaluationβ103Updated last year
- MathPrompter Implementation: This repository hosts an implementation based on the 'MathPrompter: Mathematical Reasoning Using Large Languβ¦β13Updated 3 months ago
- β18Updated 9 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`.β152Updated last year
- β59Updated 8 months ago
- Open replication of DeepSeek R1 for text-to-graph extraction.β98Updated 6 months ago
- The official implementation of "LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmentedβ¦β38Updated 3 months ago
- minimal scripts for 24GB VRAM GPUs. training, inference, whateverβ41Updated last month
- Code and data for CoachLM, an automatic instruction revision approach LLM instruction tuning.β60Updated last year