PEFT provides parameter-efficient fine-tuning methods for adapting pretrained machine learning models.
Open source
24 alternativesalpaca-lora
vsoumi-ai/oumi
alpaca-lora vs oumi-ai/oumi
How do alpaca-lora and oumi-ai/oumi compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | alpaca-lora | oumi-ai/oumi |
|---|---|---|
| What it is | Fine-tune LLaMA on consumer hardware with alpaca-lora and its LoRA training approach. | oumi supports fine-tuning, evaluation, and deployment of open-weight language models. |
| Website | ||
| Type | Open-source project | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Not recorded |
| Open source | Yes | Yes |
| Language | English | English |
| Alternatives |
Other options to consider
Sites similar to both alpaca-lora and oumi-ai/oumi.
Enables single machine or distributed training and evaluation of deep learning models.
Open source
24 alternatives
Hugging Face Accelerate launches and trains PyTorch models across devices and distributed configurations.
Open source
24 alternatives
PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
Open source
24 alternatives
Octo provides a transformer-based policy for robots, with code to train and fine-tune it.
Open source
24 alternatives
P-tuning v2 is a deep prompt tuning strategy designed as an alternative to full model fine-tuning.
Open source
24 alternatives