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RAG and Fine-tuning

Build custom LLM for your unique problem

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Contact us
An image depicting a dashboard featuring pie charts and line charts, with the words 'RAG' and 'fine-tuning' displayed around it, illustrating the adjustment of LLM to enhance performance.
An image depicting a dashboard featuring pie charts and line charts, with the words 'RAG' and 'fine-tuning' displayed around it, illustrating the adjustment of LLM to enhance performance.
Image with LLM text and gear icon, arranged with multiple window components.

Project Manager, Advertising Agency C

"The copies generated by the model fine-tuned by Crowdworks AI were significantly finer than those generated by ChatGPT."

Why Crowdworks AI

Why Choose Crowdworks AI?

Rich Experience Fine-tuning LLMs

We have experience fine-tuning various LLMs and sLLMS including GPT and Llama to build business-driven custom LLMs for clients across sectors.

Official Partner of NAVER HyperCLOVA X

As the official partner of NAVER's HyperCLOVA X, we support companies throughout the entire LLM adoption journey.

Building the Most Optimized Model for Your Business Environment

We apply the most appropriate methods including fine-tuning, RAG and prompt engineering to build your custom LLM.

How We Work

We Customize According to Your Needs

01

Fine-tuning

Fine-tuning a base model can equip your business with a custom model that is most optimized for your business environment. We develop tailored training datasets representing your domain-specific use cases and knowledge, and fine-tune a base LLM to deliver fit-for-purpose responses.

02

Prompt Engineering

We build prompts to guide your model's responses to relfect your brand guidelines, reduce hallucinations and increase accuracy.

03

RAG

(Retrieval Augmented Generation)

Crowdworks AI's advanced RAG pipelines unlock the full potential of your structured and unstructured data. Equip your business with a model that delivers your latest information to the users and cites correct sources.

04

RLHF

(Reinforcement Learning from Human Feedback)

We apply reinforcement learning to improve the quality of your LLM. Leverage our pool of over 0.6M workers to secure quality human feedback data.

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광고성 정보 수신 동의(선택)

Crowdworks Inc. obtains the prior consent of the recipient to transmit advertising information in accordance with Article 50, Paragraph 1 of the Act on Promotion of Information and Communications Network Utilization and Information Protection, and regularly confirms the consent to receive. 

If you agree to receive advertising information, various information and other useful advertising information such as events/benefits provided by Crowdworks Inc. will be sent through electronic transmission media (email, text messages). 

This agreement to receive advertising information is optional, so refusing consent will not affect the use of Crowdworks Inc. services. However, if you refuse, you will not be able to receive various benefits event notifications that can be provided through consent. Even after expressing consent to receive, the user can change the status of consent (consent/withdrawal) through the customer center according to the user's intention.

Confirm

Consent for Collection and Use of Personal Information (Required)

- Purpose of collecting and using personal information

 : To provide answers to inquiries related to business matters

- Personal information collected 

 : Country, name, company name, phone number, email 

- Retention and use period of personal information

 : 1 year after completing the response to the inquiry 

※ You have the right to refuse the above consent. However, the collection and use of personal information mentioned above are necessary to provide answers to your inquiries. If you do not agree to this, we may not be able to provide a response to your inquiry.

Confirm

Consent for Collection and Use of Personal Information (Optional)

- Purpose of collecting and using selected information
 : Sending newsletters, utilizing for marketing and advertising purposes 

- Personal information collected
 : Name, company name, phone number, email 

- Retention and use period of personal information
 : Until consent is withdrawn 

※ This is personal information necessary for the collection and use in order to receive news and service-related information provided by Crowdworks Inc. Even if you refuse consent, you can still use other services excluding the mentioned service.

Confirm

Build custom AI, fast

Our team is happy to answer your questions.

Request data collection/labeling project

Build custom LLM

Download company profile

Country Code*

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Crowdworks AI will only use your personal information to provide the product or service you requested and contact you with related content that may interest you.

Inquiry has been received.

We will get back to you shortly.

Meanwhile, please find our company profile in your mail box!

Confirm

광고성 정보 수신 동의(선택)

Crowdworks Inc. obtains the prior consent of the recipient to transmit advertising information in accordance with Article 50, Paragraph 1 of the Act on Promotion of Information and Communications Network Utilization and Information Protection, and regularly confirms the consent to receive. 

If you agree to receive advertising information, various information and other useful advertising information such as events/benefits provided by Crowdworks Inc. will be sent through electronic transmission media (email, text messages). 

This agreement to receive advertising information is optional, so refusing consent will not affect the use of Crowdworks Inc. services. However, if you refuse, you will not be able to receive various benefits event notifications that can be provided through consent. Even after expressing consent to receive, the user can change the status of consent (consent/withdrawal) through the customer center according to the user's intention.

Confirm

Consent for Collection and Use of Personal Information (Required)

- Purpose of collecting and using personal information

 : To provide answers to inquiries related to business matters

- Personal information collected 

 : Country, name, company name, phone number, email 

- Retention and use period of personal information

 : 1 year after completing the response to the inquiry 

※ You have the right to refuse the above consent. However, the collection and use of personal information mentioned above are necessary to provide answers to your inquiries. If you do not agree to this, we may not be able to provide a response to your inquiry.

Confirm

Consent for Collection and Use of Personal Information (Optional)

- Purpose of collecting and using selected information
 : Sending newsletters, utilizing for marketing and advertising purposes 

- Personal information collected
 : Name, company name, phone number, email 

- Retention and use period of personal information
 : Until consent is withdrawn 

※ This is personal information necessary for the collection and use in order to receive news and service-related information provided by Crowdworks Inc. Even if you refuse consent, you can still use other services excluding the mentioned service.

Confirm

Build custom AI, fast

Our team is happy to answer your questions.

Country Code*

View

View

View

Crowdworks AI will only use your personal information to provide the product or service you requested and contact you with related content that may interest you.

Inquiry has been received.

We will get back to you shortly.

Meanwhile, please find our company profile in your mail box!

Confirm

광고성 정보 수신 동의(선택)

Crowdworks Inc. obtains the prior consent of the recipient to transmit advertising information in accordance with Article 50, Paragraph 1 of the Act on Promotion of Information and Communications Network Utilization and Information Protection, and regularly confirms the consent to receive. 

If you agree to receive advertising information, various information and other useful advertising information such as events/benefits provided by Crowdworks Inc. will be sent through electronic transmission media (email, text messages). 

This agreement to receive advertising information is optional, so refusing consent will not affect the use of Crowdworks Inc. services. However, if you refuse, you will not be able to receive various benefits event notifications that can be provided through consent. Even after expressing consent to receive, the user can change the status of consent (consent/withdrawal) through the customer center according to the user's intention.

Confirm

Consent for Collection and Use of Personal Information (Required)

- Purpose of collecting and using personal information

 : To provide answers to inquiries related to business matters

- Personal information collected 

 : Country, name, company name, phone number, email 

- Retention and use period of personal information

 : 1 year after completing the response to the inquiry 

※ You have the right to refuse the above consent. However, the collection and use of personal information mentioned above are necessary to provide answers to your inquiries. If you do not agree to this, we may not be able to provide a response to your inquiry.

Confirm

Consent for Collection and Use of Personal Information (Optional)

- Purpose of collecting and using selected information
 : Sending newsletters, utilizing for marketing and advertising purposes 

- Personal information collected
 : Name, company name, phone number, email 

- Retention and use period of personal information
 : Until consent is withdrawn 

※ This is personal information necessary for the collection and use in order to receive news and service-related information provided by Crowdworks Inc. Even if you refuse consent, you can still use other services excluding the mentioned service.

Confirm

Build custom AI, fast

Our team is happy to answer your questions.

Request data collection/labeling project

Build custom LLM

Download company profile

Country Code*

View

View

View

Crowdworks AI will only use your personal information to provide the product or service you requested and contact you with related content that may interest you.

Crowdworks AI Inc. | CEO: Woosung Kim Business Registration Number: 223-81-183255F 309 Teheran-ro Gangnam-gu Seoul South KoreaSales Inquiry: sales_global@crowdworks.aiCustomer Service: support@crowdworks.ai

Crowdworks AI Inc. | CEO: Woosung Kim Business Registration Number: 223-81-183255F 309 Teheran-ro Gangnam-gu Seoul South KoreaSales Inquiry: sales_global@crowdworks.aiCustomer Service: support@crowdworks.ai

Crowdworks AI Inc. | CEO: Woosung Kim Business Registration Number: 223-81-183255F 309 Teheran-ro Gangnam-gu Seoul South KoreaSales Inquiry: sales_global@crowdworks.aiCustomer Service: support@crowdworks.ai