Deepseek or alternative, training and predicting
Budget: £20 – £250 GBP
• Description
We will need to deploy either Deepseek or any other GenAI system on our private server. Ideally, we look for a free (or low-cost) option which is accurate in prediction.
The system will enable us to train both via your UI and api, and also make queries using your UI and api for the tasks below.
* Invoice Extraction
We have PDF invoices that your system will attempt to extract data from, e.g. price, from, to, invoice date, due date, description, bank details, etc. We will give you the invoices.
* Property data extraction
We will give you web links or a screenshot of the property estate agent, which you will train the system to get the number of bedrooms and toilets, description, address, property agent name, price, etc.
* Distilling knowledge
We will give the agent, e.g. accounting knowledge, which, after training with x number of books or websites or articles, can become a proficient accountant. The user can make a query.
It can also be a teacher and score if an assignment/article is of good quality or not. Given n number of articles/books, with a defined a-z metrics, it will rank test article 1 if it reaches those metrics with comments whose metrics are not met yet.
You will need to create the rest api with C#. The standard .NET 8/9 API template will work. Your API will interact with the machine learning model.
We have a test box, but we can also subscribe to a better box for the task. We will pay for all the subscriptions and resources, etc. Please suggest a few hosting solutions before we decide which one to go for. Your solution should not leak the data to any third party. i.e. we want our data to stay within the model and not go back to the Deep Seek or any other company. Success metrics are that the above tasks are performed accurately with +90% accuracy.
• Bidding
Your bid is my budget. If you deliberately put in a low bid to attract me to speak to you, you either revise your bid, or I will ignore you.
• Delivery
We need the source code and will integrate your program into a much larger one. You will be paid once you finish all the work and it works on my machine. We will also attack your program, as it has to be secure and reliable without loopholes. It has to be bug-free.
• Platform Your code has to work on Windows.
• Experience
Please show us your detailed related work experience and portfolio. Without similar experience, you are unlikely to be awarded, as you may not finish the project anyway.
• IP
The intellectual property, including the source code, belongs to Sors Markets Ltd.
• Interview
We may interview you to see if you can work on the project.
• Demo
We will need to do a demo on Freelancer. If you have any questions, please send us a message.
• Further work
More work may need to be awarded to the winner.
We will need to deploy either Deepseek or any other GenAI system on our private server. Ideally, we look for a free (or low-cost) option which is accurate in prediction.
The system will enable us to train both via your UI and api, and also make queries using your UI and api for the tasks below.
* Invoice Extraction
We have PDF invoices that your system will attempt to extract data from, e.g. price, from, to, invoice date, due date, description, bank details, etc. We will give you the invoices.
* Property data extraction
We will give you web links or a screenshot of the property estate agent, which you will train the system to get the number of bedrooms and toilets, description, address, property agent name, price, etc.
* Distilling knowledge
We will give the agent, e.g. accounting knowledge, which, after training with x number of books or websites or articles, can become a proficient accountant. The user can make a query.
It can also be a teacher and score if an assignment/article is of good quality or not. Given n number of articles/books, with a defined a-z metrics, it will rank test article 1 if it reaches those metrics with comments whose metrics are not met yet.
You will need to create the rest api with C#. The standard .NET 8/9 API template will work. Your API will interact with the machine learning model.
We have a test box, but we can also subscribe to a better box for the task. We will pay for all the subscriptions and resources, etc. Please suggest a few hosting solutions before we decide which one to go for. Your solution should not leak the data to any third party. i.e. we want our data to stay within the model and not go back to the Deep Seek or any other company. Success metrics are that the above tasks are performed accurately with +90% accuracy.
• Bidding
Your bid is my budget. If you deliberately put in a low bid to attract me to speak to you, you either revise your bid, or I will ignore you.
• Delivery
We need the source code and will integrate your program into a much larger one. You will be paid once you finish all the work and it works on my machine. We will also attack your program, as it has to be secure and reliable without loopholes. It has to be bug-free.
• Platform Your code has to work on Windows.
• Experience
Please show us your detailed related work experience and portfolio. Without similar experience, you are unlikely to be awarded, as you may not finish the project anyway.
• IP
The intellectual property, including the source code, belongs to Sors Markets Ltd.
• Interview
We may interview you to see if you can work on the project.
• Demo
We will need to do a demo on Freelancer. If you have any questions, please send us a message.
• Further work
More work may need to be awarded to the winner.