jondurbin / qloraLinks
QLoRA: Efficient Finetuning of Quantized LLMs
☆76Updated last year
Alternatives and similar repositories for qlora
Users that are interested in qlora are comparing it to the libraries listed below
Sorting:
- Merge Transformers language models by use of gradient parameters.☆208Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆177Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆239Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆158Updated last year
- A bagel, with everything.☆324Updated last year
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆103Updated 5 months ago
- Tune MPTs☆84Updated 2 years ago
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated 2 years ago
- ☆95Updated 2 years ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated 2 years ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆138Updated 2 years ago
- ☆73Updated 2 years ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated 11 months ago
- Full finetuning of large language models without large memory requirements☆93Updated last month
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated 2 years ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first app…☆169Updated last year
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆160Updated 2 years ago
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- batched loras☆346Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated 2 years ago
- Just a bunch of benchmark logs for different LLMs☆118Updated last year
- ☆77Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆221Updated last year
- ☆415Updated last year
- Multi-Domain Expert Learning☆66Updated last year
- Let's create synthetic textbooks together :)☆75Updated last year
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆224Updated last month