jondurbin / qloraLinks
QLoRA: Efficient Finetuning of Quantized LLMs
☆78Updated 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.☆206Updated 10 months ago
- ☆95Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆147Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆129Updated last year
- Full finetuning of large language models without large memory requirements☆94Updated last year
- ☆73Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆239Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated 2 years ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆154Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 10 months ago
- Patch for MPT-7B which allows using and training a LoRA☆58Updated 2 years ago
- inference code for mixtral-8x7b-32kseqlen☆100Updated last year
- A bagel, with everything.☆321Updated last year
- Model REVOLVER, a human in the loop model mixing system.☆33Updated last year
- Tune MPTs☆84Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated 2 years ago
- Code repository for the c-BTM paper☆106Updated last year
- Simple and fast server for GPTQ-quantized LLaMA inference☆24Updated 2 years ago
- Multi-Domain Expert Learning☆67Updated last year
- ☆20Updated last year
- Instruct-tuning LLaMA on consumer hardware☆66Updated 2 years ago
- Experiments with generating opensource language model assistants☆97Updated 2 years ago
- QLoRA with Enhanced Multi GPU Support☆37Updated last year
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated 2 years ago
- GPT-2 small trained on phi-like data☆66Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated 7 months ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆103Updated 2 years ago