• Home
  • AI News
  • AI Startups
  • Deep Learning
  • Interviews
  • Machine-Learning
  • Robotics

Subscribe to Updates

Get the latest creative news from FooBar about art, design and business.

What's Hot

This AI Analysis Introduces CoDi-2: A Groundbreaking Multimodal Massive Language Mannequin Remodeling the Panorama of Interleaved Instruction Processing and Multimodal Output Technology

December 7, 2023

Researchers from MIT and Adobe Introduce Distribution Matching Distillation (DMD): An Synthetic Intelligence Technique to Remodel a Diffusion Mannequin right into a One-Step Picture Generator

December 7, 2023

Google Researchers Unveil Common Self-Consistency (USC): A New Leap in Giant Language Mannequin Capabilities for Advanced Process Efficiency

December 7, 2023
Facebook X (Twitter) Instagram
The AI Today
Facebook X (Twitter) Instagram Pinterest YouTube LinkedIn TikTok
SUBSCRIBE
  • Home
  • AI News
  • AI Startups
  • Deep Learning
  • Interviews
  • Machine-Learning
  • Robotics
The AI Today
Home»Machine-Learning»Meet ColossalChat: An Open-Supply AI Answer For Cloning ChatGPT With A Full RLHF Pipeline
Machine-Learning

Meet ColossalChat: An Open-Supply AI Answer For Cloning ChatGPT With A Full RLHF Pipeline

By April 1, 2023Updated:April 1, 2023No Comments4 Mins Read
Facebook Twitter Pinterest LinkedIn Tumblr Reddit WhatsApp Email
Share
Facebook Twitter LinkedIn Pinterest WhatsApp Email


Giant AI fashions and purposes, akin to ChatGPT and GPT-4, have develop into more and more fashionable worldwide, with many specialists from academia and trade becoming a member of the entrepreneurial wave of know-how improvement. Generative AI constantly improves, and know-how giants are racing to launch new merchandise to capitalize on its potential.

Nevertheless, the shortage of open-source fashions has left many curious concerning the technical particulars behind these fashions. People can flip to open-source options akin to Colossal-AI to remain present and take part within the wave of know-how improvement.

Colossal-AI is the main open-source giant AI mannequin answer with a whole RLHF pipeline open-sourced. The pipeline consists of:

🚀 JOIN the quickest ML Subreddit Neighborhood
  • Supervised information assortment.
  • Supervised fine-tuning.
  • Reward mannequin coaching.
  • Reinforcement studying fine-tuning based mostly on the LLaMA pre-trained mannequin.

The answer additionally consists of the ColossalChat open-source mission, resembling the unique ChatGPT technical answer.

The open-source answer supplied by Colossal-AI consists of an interactive demo that can be utilized on-line with out registration or becoming a member of a ready listing. The demo gives a hands-on expertise to assist customers perceive the know-how’s work.

The coaching code supplied by Colossal-AI is open-source and full, together with 7B and 13B fashions. The open-source 104K bilingual dataset of Chinese language and English can also be out there, which can be utilized to coach the fashions. This dataset can be utilized to create extra correct and sturdy fashions.

The inference supplied by Colossal-AI is 4-bit quantized, permitting seven billion-parameter fashions to require solely 4GB of GPU reminiscence. This may scale back the price of constructing and making use of giant AI fashions. The mannequin weights supplied by Colossal-AI allow fast replica with solely a tiny quantity of computing energy on a single server. This enables people to run giant AI fashions with out costly {hardware} on their computer systems or laptops.

Open-source options akin to Colossal-AI might help decrease the excessive price of constructing and making use of giant AI fashions. These options present people with the required instruments and datasets to construct their AI fashions. In addition they supply a method for people to contribute to the event of the know-how and enhance its accuracy and robustness.

One of many considerations with utilizing third-party giant mannequin APIs is the danger of knowledge and mental property being leaked. Utilizing open-source options, people can shield their core information and IP from being leaked by third-party APIs.

In conclusion, the shortage of open-source fashions has left many curious concerning the technical particulars behind giant AI fashions akin to ChatGPT and GPT-4. Open-source options akin to Colossal-AI present people with the required instruments and datasets to construct their AI fashions. These options might help decrease the excessive price of constructing and making use of giant AI fashions, shield core information and IP, and supply a method for people to contribute to the event of the know-how. Because the know-how continues to enhance, open-source options will play an enormous and more and more necessary function in democratizing entry to giant AI fashions and making the know-how accessible to a broader viewers.


Try the Github, Reference and Strive Now. All Credit score For This Analysis Goes To the Researchers on This Challenge. Additionally, don’t neglect to affix our 17k+ ML SubReddit, Discord Channel, and E-mail Publication, the place we share the most recent AI analysis information, cool AI initiatives, and extra.



Niharika is a Technical consulting intern at Marktechpost. She is a 3rd 12 months undergraduate, at the moment pursuing her B.Tech from Indian Institute of Expertise(IIT), Kharagpur. She is a extremely enthusiastic particular person with a eager curiosity in Machine studying, Knowledge science and AI and an avid reader of the most recent developments in these fields.


🔥 Promoted Learn: Doc Processing and Improvements in Clever Character Recognition (ICR) Over the Previous Decade

Related Posts

Google Researchers Unveil Common Self-Consistency (USC): A New Leap in Giant Language Mannequin Capabilities for Advanced Process Efficiency

December 7, 2023

Researchers from MIT and Adobe Introduce Distribution Matching Distillation (DMD): An Synthetic Intelligence Technique to Remodel a Diffusion Mannequin right into a One-Step Picture Generator

December 7, 2023

This AI Analysis Introduces CoDi-2: A Groundbreaking Multimodal Massive Language Mannequin Remodeling the Panorama of Interleaved Instruction Processing and Multimodal Output Technology

December 7, 2023

Leave A Reply Cancel Reply

Misa
Trending
Machine-Learning

This AI Analysis Introduces CoDi-2: A Groundbreaking Multimodal Massive Language Mannequin Remodeling the Panorama of Interleaved Instruction Processing and Multimodal Output Technology

By December 7, 20230

Researchers developed the CoDi-2 Multimodal Massive Language Mannequin (MLLM) from UC Berkeley, Microsoft Azure AI,…

Researchers from MIT and Adobe Introduce Distribution Matching Distillation (DMD): An Synthetic Intelligence Technique to Remodel a Diffusion Mannequin right into a One-Step Picture Generator

December 7, 2023

Google Researchers Unveil Common Self-Consistency (USC): A New Leap in Giant Language Mannequin Capabilities for Advanced Process Efficiency

December 7, 2023

What Ought to You Select Between Retrieval Augmented Technology (RAG) And High quality-Tuning?

December 6, 2023
Stay In Touch
  • Facebook
  • Twitter
  • Pinterest
  • Instagram
  • YouTube
  • Vimeo
Our Picks

This AI Analysis Introduces CoDi-2: A Groundbreaking Multimodal Massive Language Mannequin Remodeling the Panorama of Interleaved Instruction Processing and Multimodal Output Technology

December 7, 2023

Researchers from MIT and Adobe Introduce Distribution Matching Distillation (DMD): An Synthetic Intelligence Technique to Remodel a Diffusion Mannequin right into a One-Step Picture Generator

December 7, 2023

Google Researchers Unveil Common Self-Consistency (USC): A New Leap in Giant Language Mannequin Capabilities for Advanced Process Efficiency

December 7, 2023

What Ought to You Select Between Retrieval Augmented Technology (RAG) And High quality-Tuning?

December 6, 2023

Subscribe to Updates

Get the latest creative news from SmartMag about art & design.

The Ai Todayâ„¢ Magazine is the first in the middle east that gives the latest developments and innovations in the field of AI. We provide in-depth articles and analysis on the latest research and technologies in AI, as well as interviews with experts and thought leaders in the field. In addition, The Ai Todayâ„¢ Magazine provides a platform for researchers and practitioners to share their work and ideas with a wider audience, help readers stay informed and engaged with the latest developments in the field, and provide valuable insights and perspectives on the future of AI.

Our Picks

This AI Analysis Introduces CoDi-2: A Groundbreaking Multimodal Massive Language Mannequin Remodeling the Panorama of Interleaved Instruction Processing and Multimodal Output Technology

December 7, 2023

Researchers from MIT and Adobe Introduce Distribution Matching Distillation (DMD): An Synthetic Intelligence Technique to Remodel a Diffusion Mannequin right into a One-Step Picture Generator

December 7, 2023

Google Researchers Unveil Common Self-Consistency (USC): A New Leap in Giant Language Mannequin Capabilities for Advanced Process Efficiency

December 7, 2023
Trending

What Ought to You Select Between Retrieval Augmented Technology (RAG) And High quality-Tuning?

December 6, 2023

Researchers from Microsoft Analysis and Georgia Tech Unveil Statistical Boundaries of Hallucinations in Language Fashions

December 6, 2023

Privateness Considerations Surrounding LLMs like ChatGPT: This AI Paper Unveils Potential Dangers and Safeguarding Measures

December 6, 2023
Facebook X (Twitter) Instagram YouTube LinkedIn TikTok
  • About Us
  • Contact Us
  • Privacy Policy
  • Terms
  • Advertise
  • Shop
Copyright © MetaMedia™ Capital Inc, All right reserved

Type above and press Enter to search. Press Esc to cancel.