vihangd / alpaca-qloraLinks
Instruct-tune Open LLaMA / RedPajama / StableLM models on consumer hardware using QLoRA
☆81Updated last year
Alternatives and similar repositories for alpaca-qlora
Users that are interested in alpaca-qlora are comparing it to the libraries listed below
Sorting:
- Reverse Instructions to generate instruction tuning data with corpus examples☆215Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆137Updated 2 years ago
- Scripts for fine-tuning Llama2 via SFT and DPO.☆203Updated 2 years ago
- MultilingualSIFT: Multilingual Supervised Instruction Fine-tuning☆94Updated 2 years ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆246Updated last year
- Unofficial implementation of AlpaGasus☆93Updated 2 years ago
- ☆273Updated 2 years ago
- ☆96Updated 2 years ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆103Updated 2 years ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆425Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- Official codebase for "SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation"☆229Updated 2 years ago
- Pre-training code for Amber 7B LLM☆168Updated last year
- Open Source WizardCoder Dataset☆161Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆464Updated last year
- Datasets for Instruction Tuning of Large Language Models☆257Updated last year
- Patch for MPT-7B which allows using and training a LoRA☆58Updated 2 years ago
- Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigs…☆184Updated 2 years ago
- This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as…☆353Updated 2 years ago
- ☆77Updated last year
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆80Updated last year
- ☆180Updated 2 years ago
- A bagel, with everything.☆324Updated last year
- Open Instruction Generalist is an assistant trained on massive synthetic instructions to perform many millions of tasks☆210Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆312Updated last year
- Scripts for generating synthetic finetuning data for reducing sycophancy.☆116Updated 2 years ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆78Updated 11 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆548Updated last year