Projects in Awesome Lists tagged with parameter-efficient-fine-tuning
A curated list of projects in awesome lists tagged with parameter-efficient-fine-tuning .
https://github.com/NVlabs/DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
commonsense-reasoning deep-learning deep-neural-networks instruction-tuning large-language-models large-vision-language-models lora parameter-efficient-fine-tuning parameter-efficient-tuning vision-and-language
Last synced: 30 Aug 2025
https://github.com/chongjie-si/subspace-tuning
A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
adapter commonsense-reasoning glue llama llama2-7b llama3-8b lora lora-dash low-rank-adaptation natural-language-generation natural-language-processing natural-language-understanding parameter-efficient-fine-tuning pretrained-models soft-prompt-tuning subject-driven-generation subspace-tuning
Last synced: 05 Apr 2025
https://github.com/ziplab/SPT
[ICCV 2023 oral] This is the official repository for our paper: ''Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning''.
adapter lora parameter-efficient-fine-tuning peft prompt-tuning transfer-learning
Last synced: 05 Apr 2025
https://github.com/fork123aniket/llm-rag-powered-qa-app
A Production-Ready, Scalable RAG-powered LLM-based Context-Aware QA App
context-aware-system eleutherai fine-tuning large-language-models llm-inference llm-serving llm-training llmops parameter-efficient-fine-tuning question-answering ray ray-serve retrieval-augmented-generation
Last synced: 31 Jul 2025
https://github.com/wassname/lora-lite
A hackable, single-file-per-variant LoRA library built on PyTorch forward hooks.
lora low-rank-adaptation parameter-efficient-fine-tuning peft
Last synced: 16 Jun 2026
https://github.com/md-emon-hasan/fine-tuning
End-to-end fine-tuning of Hugging Face models using LoRA, QLoRA, quantization, and PEFT techniques. Optimized for low-memory with efficient model deployment
bitsandbytes deep-learning fine-tuning fp16-training gpu-optimization gradient-checkpointing huggingface huggingface-datasets lora low-memory-training machine-learning model-training natural-language-processing nlp parameter-efficient-fine-tuning peft pytorch qlora quantization transformers
Last synced: 15 May 2026
https://github.com/thiraput01/qwenmed
Qwen3 fine-tuned on medical datasets with reasoning data
llm parameter-efficient-fine-tuning unsloth
Last synced: 05 Jul 2025
https://github.com/sid3503/lora
A beginner-friendly guide to Low-Rank Adaptation (LoRA) - the efficient fine-tuning technique for LLMs. Explains core concepts with intuitive visuals, math, and minimal code.
deep-learning fine-tuning llms lora machine-learning parameter-efficient-fine-tuning pytorch transformers
Last synced: 25 Apr 2026
https://github.com/ruvenguna94/dialogue-summary-peft-fine-tuning
This notebook fine-tunes the FLAN-T5 model for dialogue summarization, comparing full fine-tuning with Parameter-Efficient Fine-Tuning (PEFT). It evaluates performance using ROUGE metrics, demonstrating PEFT's efficiency while achieving competitive results.
dialogue-summarization fine-tuning flan-t5 generative-ai hugging-face lora low-rank-adaptation natural-language-processing nlp parameter-efficient-fine-tuning peft pytorch rouge
Last synced: 19 May 2026
