euclaise / SlimTrainer
Full finetuning of large language models without large memory requirements
☆94Updated last year
Alternatives and similar repositories for SlimTrainer
Users that are interested in SlimTrainer are comparing it to the libraries listed below
Sorting:
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- inference code for mixtral-8x7b-32kseqlen☆100Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated last year
- ☆129Updated 8 months ago
- ☆49Updated last year
- ☆92Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 9 months ago
- Let's create synthetic textbooks together :)☆74Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆238Updated 11 months ago
- Tune MPTs☆84Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- ☆73Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆223Updated last year
- MiniHF is an inference, human preference data collection, and fine-tuning tool for local language models. It is intended to help the user…☆171Updated this week
- Modified Stanford-Alpaca Trainer for Training Replit's Code Model☆40Updated last year
- Command-line script for inferencing from models such as MPT-7B-Chat☆101Updated last year
- GPT-2 small trained on phi-like data☆66Updated last year
- Cerule - A Tiny Mighty Vision Model☆67Updated 8 months ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆231Updated 6 months ago
- Multi-Domain Expert Learning☆67Updated last year
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- ☆22Updated last year
- ☆48Updated last year
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆139Updated 2 months ago
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆147Updated last year
- Command-line script for inferencing from models such as falcon-7b-instruct☆76Updated last year
- Model REVOLVER, a human in the loop model mixing system.☆33Updated last year