Deploy LLM for backend as a service
$20-45 USD / jam
I'm in the market for a diligent freelancer to establish my backend as a service and deploy a LLM. Available programming language choices are preferably with Python - I want to discuss potential impacts during the bidding process, so not having a preference at this point.
In your proposal, please include the following:
- Your chosen programming language and its advantages for this project
- A detailed project plan, breaking down your approach and timeline
- Any relevant experience with LLM deployment at scale
For this project, I am looking for an intermediate-level developer, someone with a solid understanding and experience in backend development but doesn't necessarily need to be an expert.
Please let me know if you're available and interested. Here's a brief explanation of the job.
Summary for Deploying a Large Language Model for a REST API
Objective: Deploy a scalable large language model on a GPU instance for a REST API, capable of handling high volumes of requests.
Key Responsibilities:
1. Model Deployment: Set up and deploy a large language model on a robust GPU infrastructure.
2. API Integration: Integrate the model with a REST API for efficient request handling and response generation.
3. Scalability: Implement strategies for scaling the model to handle varying loads, ensuring high availability and performance.
4. Load Management: Develop mechanisms to manage and distribute high volumes of user requests effectively.
5. Performance Optimization: Continuously monitor and optimize the model's performance for speed and accuracy.
6. Technical Expertise: Deep knowledge of large language models, experience with GPU-based deployments, and proficiency in REST API development.
Ideal Candidate: A candidate with a strong background in deploying and managing large language models on GPU instances, skilled in developing scalable REST APIs, and experienced in handling high traffic environments.
ID Projek: #37579458
Tentang projek
60 pekerja bebas membida secara purata $32/jam untuk pekerjaan ini
Hello Good evening , I hope you are doing great. Just finished reading the brief details of your job . I see you have been looking for a freelancer who has experience with Python, Machine Learning (ML), Software Archi Lagi
Good day Vikram, Can you please provide detailed required features list and explain what kind of LLM backend features development is needed? we want to identify scope of work. Can you please explain if you want to inte Lagi
Hi there,I'm biddin on your project "Intermediate LLM Backend Development" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this project for Lagi
I am a Python developer and I believe Python is the ideal choice for this project due to its flexibility and extensive libraries that can handle backend development efficiently. My project plan includes detailed archit Lagi
I understand that you are looking for an intermediate-level developer to establish your backend as a service and deploy a Large Language Model (LLM). My experience in backend development and large language models make Lagi
I can work on the Intermediate LLM Backend Development project. For this project, I will utilize my expertise in Python, specifically its advantages in terms of flexibility, scalability, and extensive libraries for bac Lagi
hi i am a python developer and machine learning engineer . i can do the task for you with all the requirements mentioned. contact me.
Dear Recruiter, Hello, how are you? I am a senior software engineer with extensive experience in developing backend services for LLM. With strong proficiency in Python, software architecture, and machine learning, I Lagi
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Lagi
As a seasoned freelancer with 15 years of experience, I am well-equipped for your project to establish a backend service and deploy a Large Language Model (LLM). I recommend Python for its robust libraries and scalabil Lagi
Hi, I will build the LLM model first with Python because it's the best language for ML models. Then I will build the backend with Node.js because it's really fast and handles RAM usage. I am a mobile app and website d Lagi
I have read project requirements for a diligent freelancer to establish backend as a service and deploy a LLM. . If you want to see my work related to this then I will show you. So it's surety to you for getting per Lagi
Dear Client, This is Aleksandrs from Latvia, senior software developer. Since I have worked on similar projects and I've good experience in LLM and Rest API. I believe that I'm the perfect person who can finish the pr Lagi
I understand that you're looking for an intermediate-level developer, someone with a solid understanding and experience in backend development but doesn't necessarily need to be an expert. With my background in Full St Lagi
With over 5 years of senior developer experience, I bring a wealth of expertise to the table. Proficient in backend development using Python and R, I'm well-equipped to create robust platforms. My database management s Lagi
Hello! My name is Vivek, and I specialize in creating AI-powered bots tailored to specific business needs. With a deep understanding of both LLM technologies and cloud infrastructure, I've an experience in fine-tuning Lagi
