rasbt / gradient-accumulation-blogLinks
Finetuning BLOOM on a single GPU using gradient-accumulation
☆31Updated 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
Sorting:
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆104Updated 7 months ago
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- ☆37Updated 2 years ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆101Updated 2 years ago
- minichatgpt - To Train ChatGPT In 5 Minutes☆169Updated 2 years ago
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆70Updated 2 years ago
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆161Updated 2 years ago
- HuggingChat like UI in Gradio☆70Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆79Updated last year
- A finetuning pipeline for instruct tuning Raven 14bn using QLORA 4bit and the Ditty finetuning library☆28Updated last year
- Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first app…☆169Updated last year
- Implementation of Reinforcement Learning from Human Feedback (RLHF)☆173Updated 2 years ago
- Reimplementation of the task generation part from the Alpaca paper☆119Updated 2 years ago
- Alpaca-lora for huggingface implementation using Deepspeed and FullyShardedDataParallel☆24Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆116Updated 2 years ago
- Code for NeurIPS LLM Efficiency Challenge☆59Updated last year
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆78Updated last year
- Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigs…☆184Updated 2 years ago
- Collection of open source implementations of LLMs with IFT and RLHF that are striving to get to ChatGPT level of performance☆52Updated 2 years ago
- Inference code for LLaMA 2 models☆30Updated last year
- Python bindings for llama.cpp☆199Updated 2 years ago
- The data processing pipeline for the Koala chatbot language model☆118Updated 2 years ago
- minimal scripts for 24GB VRAM GPUs. training, inference, whatever☆50Updated last week
- Finetune any model on HF in less than 30 seconds☆56Updated 2 months ago
- experiments with inference on llama☆103Updated last year
- Instruct-tuning LLaMA on consumer hardware☆66Updated 2 years ago
- ☆123Updated 2 years ago
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆139Updated last year
- Scripts for fine-tuning Llama2 via SFT and DPO.☆206Updated 2 years ago
- ☆74Updated last year