jondurbin / qlora
QLoRA: Efficient Finetuning of Quantized LLMs
☆77Updated 10 months ago
Alternatives and similar repositories for qlora:
Users that are interested in qlora are comparing it to the libraries listed below
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆115Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆169Updated 9 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆149Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last year
- Merge Transformers language models by use of gradient parameters.☆205Updated 6 months ago
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆232Updated 8 months ago
- ☆94Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆99Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- Tune MPTs☆84Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated last year
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆101Updated 6 months ago
- ☆74Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆147Updated last year
- Simple and fast server for GPTQ-quantized LLaMA inference☆24Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆104Updated 9 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- ☆112Updated 4 months ago
- QLoRA with Enhanced Multi GPU Support☆36Updated last year
- Modified Stanford-Alpaca Trainer for Training Replit's Code Model☆40Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆184Updated 6 months ago
- Model REVOLVER, a human in the loop model mixing system.☆33Updated last year
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆98Updated 5 months ago
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- ☆74Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 6 months ago
- Code repository for the c-BTM paper☆105Updated last year
- ☆20Updated last year
- Official code for ACL 2023 (short, findings) paper "Recursion of Thought: A Divide and Conquer Approach to Multi-Context Reasoning with L…☆42Updated last year