Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
☆1,237Mar 10, 2024Updated 2 years ago
Alternatives and similar repositories for LLM-Adapters
Users that are interested in LLM-Adapters are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- RecAlpaca: A simple framework combing Alpaca and Recommendations.☆34Mar 30, 2023Updated 3 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,912Mar 14, 2024Updated 2 years ago
- Code for our Paper "All in an Aggregated Image for In-Image Learning"☆29Apr 9, 2024Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,865Updated this week
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,831Apr 26, 2026Updated 6 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Instruction Tuning with GPT-4☆4,332Jun 11, 2023Updated 3 years ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,483Aug 10, 2026Updated 2 months ago
- Instruct-tune LLaMA on consumer hardware☆18,889Jul 29, 2024Updated 2 years ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,601Aug 30, 2023Updated 3 years ago
- A plug-and-play library for parameter-efficient-tuning (Delta Tuning)☆1,047Sep 19, 2024Updated 2 years ago
- Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)☆540Mar 24, 2022Updated 4 years ago
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,787Dec 12, 2023Updated 2 years ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,231Jul 17, 2024Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,773Aug 4, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Train transformer language models with reinforcement learning.☆19,649Updated this week
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,935Nov 26, 2023Updated 2 years ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,104Oct 5, 2023Updated 3 years ago
- A framework for few-shot evaluation of language models.☆14,360Sep 14, 2026Updated last month
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,551May 1, 2026Updated 6 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆668Jul 22, 2024Updated 2 years ago
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆1,006Mar 24, 2026Updated 7 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,064Jun 10, 2024Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,618Mar 27, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,933Oct 4, 2026Updated 3 weeks ago
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,262Oct 16, 2024Updated 2 years ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,087Sep 27, 2025Updated last year
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆768Jul 20, 2023Updated 3 years ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆122Apr 28, 2024Updated 2 years ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,892Dec 17, 2024Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,134Oct 5, 2026Updated 3 weeks ago
- ☆179Jul 22, 2024Updated 2 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,755Jan 8, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Collection of Tools and Papers related to Adapters / Parameter-Efficient Transfer Learning/ Fine-Tuning☆204May 4, 2024Updated 2 years ago
- [NIPS2023] RRHF & Wombat☆804Sep 22, 2023Updated 3 years ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,083Jul 1, 2025Updated last year
- An open-source framework for training large multimodal models.☆4,119Aug 31, 2024Updated 2 years ago
- ☆126Jul 6, 2024Updated 2 years ago
- Example models using DeepSpeed☆6,849Sep 30, 2026Updated last month
- An Open-source Toolkit for LLM Development☆2,796Jan 13, 2025Updated last year