abacaj / train-with-fsdpLinks
☆92Updated last year
Alternatives and similar repositories for train-with-fsdp
Users that are interested in train-with-fsdp are comparing it to the libraries listed below
Sorting:
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆81Updated last year
- ☆48Updated last year
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆114Updated 2 years ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆230Updated 7 months ago
- ☆95Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆188Updated 9 months ago
- Code repository for the c-BTM paper☆106Updated last year
- Just a bunch of benchmark logs for different LLMs☆118Updated 10 months ago
- Experiments with generating opensource language model assistants☆97Updated 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…☆171Updated this week
- QLoRA with Enhanced Multi GPU Support☆37Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆257Updated 10 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆99Updated last year
- ☆22Updated last year
- ☆49Updated last year
- Reimplementation of the task generation part from the Alpaca paper☆118Updated 2 years ago
- Experiments for efforts to train a new and improved t5☆76Updated last year
- Multi-Domain Expert Learning☆66Updated last year
- inference code for mixtral-8x7b-32kseqlen☆99Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- ☆87Updated last year
- Fast bare-bones BPE for modern tokenizer training☆156Updated 2 months ago
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆101Updated last week
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆82Updated last year
- Set of scripts to finetune LLMs☆37Updated last year
- A set of scripts and notebooks on LLM finetunning and dataset creation☆111Updated 8 months ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆196Updated last year
- An introduction to LLM Sampling☆78Updated 5 months ago
- This is our own implementation of 'Layer Selective Rank Reduction'☆238Updated last year