Alpaca

Alpaca

Stanford Center for Research on Foundation Models (CRFM)
OPT

OPT

Meta
+
+

Related Products

  • Google AI Studio
    26 Ratings
    Visit Website
  • Evertune
    1 Rating
    Visit Website
  • Gemini Enterprise Agent Platform
    967 Ratings
    Visit Website
  • VKS
    26 Ratings
    Visit Website
  • Enterprise Bot
    23 Ratings
    Visit Website
  • 6Storage
    113 Ratings
    Visit Website
  • Partful
    20 Ratings
    Visit Website
  • LM-Kit.NET
    29 Ratings
    Visit Website
  • ClickLearn
    67 Ratings
    Visit Website
  • AI Video Cut
    1 Rating
    Visit Website

About

Instruction-following models such as GPT-3.5 (text-DaVinci-003), ChatGPT, Claude, and Bing Chat have become increasingly powerful. Many users now interact with these models regularly and even use them for work. However, despite their widespread deployment, instruction-following models still have many deficiencies: they can generate false information, propagate social stereotypes, and produce toxic language. To make maximum progress on addressing these pressing problems, it is important for the academic community to engage. Unfortunately, doing research on instruction-following models in academia has been difficult, as there is no easily accessible model that comes close in capabilities to closed-source models such as OpenAI’s text-DaVinci-003. We are releasing our findings about an instruction-following language model, dubbed Alpaca, which is fine-tuned from Meta’s LLaMA 7B model.

About

Large language models, which are often trained for hundreds of thousands of compute days, have shown remarkable capabilities for zero- and few-shot learning. Given their computational cost, these models are difficult to replicate without significant capital. For the few that are available through APIs, no access is granted to the full model weights, making them difficult to study. We present Open Pre-trained Transformers (OPT), a suite of decoder-only pre-trained transformers ranging from 125M to 175B parameters, which we aim to fully and responsibly share with interested researchers. We show that OPT-175B is comparable to GPT-3, while requiring only 1/7th the carbon footprint to develop. We are also releasing our logbook detailing the infrastructure challenges we faced, along with code for experimenting with all of the released models.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Organizations and researchers interested in a powerful Large Language Model

Audience

AI developers interested in a large language model

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Stanford Center for Research on Foundation Models (CRFM)
United States
crfm.stanford.edu/2023/03/13/alpaca.html

Company Information

Meta
Founded: 2004
United States
www.meta.com

Alternatives

Falcon-40B

Falcon-40B

Technology Innovation Institute (TII)

Alternatives

LTM-1

LTM-1

Magic AI
T5

T5

Google
MPT-7B

MPT-7B

MosaicML
CodeQwen

CodeQwen

Alibaba
Dolly

Dolly

Databricks
PanGu-α

PanGu-α

Huawei
Llama 2

Llama 2

Meta

Categories

Categories

Integrations

BERT
ChatGPT
Dolly
GPT-4
Llama
Ludwig
Stable LM

Integrations

BERT
ChatGPT
Dolly
GPT-4
Llama
Ludwig
Stable LM
Claim Alpaca and update features and information
Claim Alpaca and update features and information
Claim OPT and update features and information
Claim OPT and update features and information