rasbt / gradient-accumulation-blog
Finetuning BLOOM on a single GPU using gradient-accumulation
☆29Updated 2 years ago
Alternatives and similar repositories for gradient-accumulation-blog:
Users that are interested in gradient-accumulation-blog are comparing it to the libraries listed below
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated last year
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆33Updated last year
- ☆37Updated last year
- Tools for merging pretrained large language models.☆19Updated 9 months ago
- Simple GRPO scripts and configurations.☆58Updated last month
- Fast approximate inference on a single GPU with sparsity aware offloading☆38Updated last year
- Inference code for LLaMA 2 models☆30Updated 8 months ago
- NeurIPS 2023 - Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer☆41Updated last year
- Hugging Face Inference Toolkit used to serve transformers, sentence-transformers, and diffusers models.☆66Updated this week
- Repository containing awesome resources regarding Hugging Face tooling.☆46Updated last year
- Modified Stanford-Alpaca Trainer for Training Replit's Code Model☆40Updated last year
- Supervised instruction finetuning for LLM with HF trainer and Deepspeed☆34Updated last year
- [SIGIR 2024 (Demo)] CoSearchAgent: A Lightweight Collborative Search Agent with Large Language Models☆23Updated last year
- Code for NeurIPS LLM Efficiency Challenge☆57Updated 11 months ago
- Large Language Model (LLM) Inference API and Chatbot☆125Updated last year
- ☆12Updated last year
- minimal LLM scripts for 24GB VRAM GPUs. training, inference, whatever☆38Updated last week
- Finetune any model on HF in less than 30 seconds☆58Updated 2 months ago
- QAmeleon introduces synthetic multilingual QA data using PaLM, a 540B large language model. This dataset was generated by prompt tuning P…☆34Updated last year
- QLoRA with Enhanced Multi GPU Support☆36Updated last year
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆49Updated 8 months ago
- ☆22Updated last year
- Repository containing the SPIN experiments on the DIBT 10k ranked prompts☆24Updated last year
- ☆24Updated last year
- ☆40Updated last month
- ☆17Updated 11 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- Reimplementation of the task generation part from the Alpaca paper☆119Updated 2 years ago
- QLoRA for Masked Language Modeling☆21Updated last year
- ☆28Updated last year