AblateIt / finetune-study
Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.
☆82Updated last year
Alternatives and similar repositories for finetune-study:
Users that are interested in finetune-study are comparing it to the libraries listed below
- ☆92Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last year
- ☆48Updated last year
- ☆94Updated last year
- ☆22Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 8 months ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated 5 months ago
- Multi-Domain Expert Learning☆67Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆99Updated last year
- ☆73Updated last year
- ☆49Updated last year
- ☆60Updated last year
- ☆24Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated last year
- Code repository for the c-BTM paper☆106Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- ☆20Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- A set of scripts and notebooks on LLM finetunning and dataset creation☆105Updated 6 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated last year
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated 2 years ago
- ☆48Updated 5 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆186Updated 8 months ago
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆147Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆233Updated 10 months ago
- Set of scripts to finetune LLMs☆37Updated last year
- inference code for mixtral-8x7b-32kseqlen☆99Updated last year
- ☆129Updated 7 months ago
- Collection of autoregressive model implementation☆85Updated last month
- Reimplementation of the task generation part from the Alpaca paper☆119Updated 2 years ago