euclaise / SlimTrainerLinks
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:
- 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
- Low-Rank adapter extraction for fine-tuned transformers models☆175Updated last year
- inference code for mixtral-8x7b-32kseqlen☆101Updated last year
- Let's create synthetic textbooks together :)☆75Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated 2 years ago
- ☆47Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆70Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated 9 months ago
- Tune MPTs☆84Updated 2 years ago
- This is our own implementation of 'Layer Selective Rank Reduction'☆240Updated last year
- ☆22Updated last year
- ☆49Updated last year
- ☆74Updated last year
- ☆134Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated last year
- Command-line script for inferencing from models such as MPT-7B-Chat☆100Updated 2 years ago
- MiniHF is an inference, human preference data collection, and fine-tuning tool for local language models. It is intended to help the user…☆180Updated last month
- ☆93Updated last year
- Multi-Domain Expert Learning☆67Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆222Updated last year
- Command-line script for inferencing from models such as falcon-7b-instruct☆75Updated 2 years ago
- Modified Stanford-Alpaca Trainer for Training Replit's Code Model☆41Updated 2 years ago
- Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.☆71Updated 2 years ago
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- ☆35Updated 2 years ago
- GPT-2 small trained on phi-like data☆67Updated last year
- Merge Transformers language models by use of gradient parameters.☆206Updated last year