AblateIt / finetune-studyLinks
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
Sorting:
- Just a bunch of benchmark logs for different LLMs☆119Updated 11 months ago
- ☆92Updated last year
- ☆47Updated last year
- ☆22Updated last year
- Full finetuning of large language models without large memory requirements☆94Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated 8 months ago
- Multi-Domain Expert Learning☆67Updated last year
- ☆87Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated last year
- ☆95Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated 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…☆176Updated this week
- Mixing Language Models with Self-Verification and Meta-Verification☆106Updated 7 months ago
- ☆74Updated last year
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆222Updated last year
- ☆23Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆262Updated last year
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆194Updated 11 months ago
- ☆61Updated last year
- Code repository for the c-BTM paper☆106Updated last year
- ☆20Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆99Updated last year
- Reimplementation of the task generation part from the Alpaca paper☆119Updated 2 years ago
- Small and Efficient Mathematical Reasoning LLMs☆71Updated last year
- inference code for mixtral-8x7b-32kseqlen☆100Updated last year
- An introduction to LLM Sampling☆78Updated 6 months ago
- ☆198Updated last year