Intel opencv intel mkl cuda nvidia gpus jobs
I'm in need of a proficient Python developer who has a strong command of OpenCV. The project involves creating a grain analysis machine. Here are the main areas we'll work on: - Image Processing: The OpenCV component in the project will primarily be used for image processing. It will tackle a blend of both straightforward and advanced tasks. This will include elemental image filtering and transformations and more complex image analysis and feature extraction. - Task List: I have a basic idea of the tasks involved but would appreciate your expertise to refine them and provide further guidance. Ideal Skills: - Expert in Python Programming - In-depth knowledge of OpenCV - Experience with both basic and complex image processing - Excellent problem-solving skil...
I'm in need of a proficient Python developer who has a strong command of OpenCV. The project involves creating a grain analysis machine. Here are the main areas we'll work on: - Image Processing: The OpenCV component in the project will primarily be used for image processing. It will tackle a blend of both straightforward and advanced tasks. This will include elemental image filtering and transformations and more complex image analysis and feature extraction. - Task List: I have a basic idea of the tasks involved but would appreciate your expertise to refine them and provide further guidance. Ideal Skills: - Expert in Python Programming - In-depth knowledge of OpenCV - Experience with both basic and complex image processing - Excellent problem-solving skil...
I am seeking a seasoned CUDA developer to design a custom CUDA kernel for machine learning purposes. Specifically, a variant of flashattention. - Key Responsibilities: - Develop a CUDA-based kernel for deep learning. Ideal candidates should have experience in algorithmic development, with a deep understanding of Transformers and have previous exposure to CUDA programming. Candidates should be able to demonstrate a track record of success in similar roles.
...a webview Android TV application (Android 11.0 minimum). This will be a standalone application, built only for Android TVs and is very simple in nature. Key Features: - Function with Android TV OS (NOT phone or tablet) - webview fuction will link to - Be designed for Android TV (landscape layout and function with non-touch/remote controlled Android TV devices such as NVIDIA Shield TV) - Have a Tennis Channel Logo for the app tile. Skills and Experience: - Expert in Android Development - Experience with Android TV OS applications - Strong understanding of web browsers/webview application design - Experience in app design and user interface. The project will require both APK and source code (Java or Kotlin) upon completion. Need an individual who can ensure flawless
As an individual currently in need of expertise in image recognition and pattern matching, I am seeking a dedicated professional in the field who can complete tasks such as Identifying objects in images, classifying images based on specific criteria and comparing images against a set of parameters. Your proficiency should span across: - Python - TensorFlow - OpenCV My requirements are time-sensitive. Hence, I am looking for efficient workers who can complete my project ASAP. If you have a solid experience in building models for image data, extracting contents and dynamically comparing the extracted data to set parameters, you're just who I need for this task. Let's get to work!
...way to interact with your cameras. For Python, one commonly used library for working with video capture from various types of cameras, including plug-and-play USB cameras, is OpenCV. Steps to Integrate with OpenCV Ensure OpenCV is Installed: First, make sure you have OpenCV installed in your virtual environment. You can install it using pip: bash Copy code pip install opencv-python Modify Camera Initialization Code: Locate the part of the iCorrVision-3D code where cameras are initialized and replace the pypylon specific code with OpenCV's video capture functions. Here’s a basic example of how to open a camera with OpenCV: python Copy code import cv2 # Open the first plugged-in webcam (0 by default, you may need to change this for ...
...Learning: image classification and analysis (e.g., CNNs, ResNet, InceptionV3, EfficientNet). • Computer Vision: feature extraction, object detection, and image processing. • Data Science: ability to work with large datasets, including data cleaning, augmentation, and analysis. Knowledge of statistical analysis and predictive modeling. Tools and Technologies: • Python, TensorFlow, PyTorch, Keras, and OpenCV. • Dataset Handling. Experience in managing and processing large and diverse datasets • AI Model Optimization, such as model pruning, quantization, and distillation. • Data protection knowledge such as GDPR and know how to implement privacy-by-design principles. Project Overview Objectives • Customization and Enhancement: Adapt a pre-train...
Important: You will be expected to showcase previou...be high. 2.b) The end result has to be a high-accuracy output in a proper timeframe which will determine the completion of this task. 2.c) You will be working on your own sample videos and data-set and eventually I will provide you with 5 or 10 videos to determine if the model is working as epxected. **Skills and Experience Required** The potential freelancer should be proficient in Python, OpenCV, and should have an advanced understanding of computer vision and machine learning techniques. Familiarity with the YOLOv9 model is a significant plus as it will be instrumental in completing the posture and angle detection tasks. Recommendations on how speed can be improved will be welcome and will look into that as we move into th...
As a health insurance-focused sales executive, your Intel would be to identify potential leads and close sales deals within both, our local and national markets. Our ideal candidate is experienced in both areas of responsibility, and has a firm understanding of the health insurance sector. Your energy will be focused on: - Identifying potential leads in local and national markets - Closing sales deals, securing our footprint in the health insurance health insurance sector experience is required. A good understanding of our local and national market dynamics would strongly benefit your application. It is commission based. So, no limit for earnings. Candidate will be given 10% of the money collected from the client.
I'm seeking an experienced developer to create an Automatic License/Number Plate Recognition (ANPR) software that is compatible with the Linux operating system and works on Nvidia Jetson nano with OCR and EUROPE database of license plates. Mus have AI learning ability. Main Purpose: The primary function of the software is for traffic management purposes. We have automatic barriers on the parking lot and would like to have software that would have a database of whitelist or blacklist license plates that can or can't enter our premises. So software must have a backend for license plate management and system settings. It would be great if the software could read with whatever camera we choose. We also need an I/O port for opening and closing the barrier and a port for condit...
I'm seeking an expert who can assist in troubleshooting issues I'm experiencing with my OpenCV application. My program, which is designed to perform object detection tasks, is currently lagging severely, leading to subpar performance. Key project duties will include: • Investigating the root cause of the lag • Proposing and implementing efficient solutions to fix the lag • Optimizing the OpenCV application for object detection tasks on IP camera's video feed. Experience required: • Proficiency in OpenCV, especially with object detection tasks • Solid understanding of various video processing techniques • Proven experience troubleshooting IP camera systems • Ability to optimize code for performance. If you possess t...
I need a capable individual or team to develop a Python-based facial and gesture recognition system. Develop a facial and gesture recognition system capable of detecting and counting the number of fingers a person is holding up in real-time using Python, Tkinter for the user interface, and OpenCV for image are detected simultaneously, the system should recognize all of them. Ideal candidate will have: * Strong working knowledge of Python, Tkinter and OpenCV * Prior experience in developing robust facial and gesture recognition systems * An understanding of image processing and security monitoring systems. Functional Requirements: User Interface (Tkinter): The system shall feature a graphical user interface (GUI) built using Tkinter to provide user interaction. GUI compon...
I'm looking to work with an expert in machine learning and computer vision to port YOLOv8 to Nvidia AGX Xavier for real-time object detection. Specifically, I require the detection of vehicles, pedestrians, and traffic lights to be enhanced. The successful candidate will have a solid understanding of deep learning algorithms and experience with Nvidia AGX Xavier, as well as a proven track record in real-time object detection. Ideal skills and experience for this job include: * Proficient in YOLO algorithms, specifically YOLOv8. * Proven experience with Nvidia AGX Xavier. * Strong background in Machine Learning and Computer Vision. * Practical knowledge of surveillance systems. * Experience or interest in enhanced detection capabilities, particularly in relati...
please note the purpose of the task is ml-engineering focus AND NOT accuracy/ds focus for example spped up train effiencecy / speed inference cluster train using distributed training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the foll...
...outputs with meaningful application to the space program, with substantial compute resources provided by our commercial partners. The Data Manager will work closely with the Trillium team and the faculty and help locate, prepare, and process data and data stacks and / or any methods for generating synthetic data in advance and start ingesting data onto Google GCP and / or the DGX 100s provided by Nvidia. The more prepared the teams are with the right data sets, the more efficient they are at understanding the problem and opportunity. The data manager is responsible for managing our research program compute by developing, overseeing, organizing, storing, and analyzing project data and data systems. The data manager ensures that all of this is always done with the utmost securit...
I am looking for a proficient IT professional who is experienced in server and system virtualization. The main objective of our project is to set up a VMWare EsXI server virtualization, incorporating the Nvidia Tesla K40 GPU into our virtualization setup with the primary intention of running machine learning and AI applications. Hello, I bought myself a Dell T5810 workstation computer and added an Nvidia Tesla K40 graphics card/GPU as a second graphics card. It also has an ATI graphics card. I installed VmWare EsXI 6.5 on the computer. The purpose of this is to be able to use both Windows and Linux operating systems on the computer at the same time and to be able to use it with GPU support. When I check it from the list:
I'm looking for a skilled developer with expertise in Python and OpenCV to help me accomplish some complex image processing tasks. The key feature of this project include: - From an analogue tacograph disc, I need to extract the 24h-period chart. - read a tacograph disc image and return the chart points as x,y. - you can't use static positions as this script will be tested against other images. If you have a well-rounded knowledge of computer vision and have worked previously with chart recognition or similar tasks, then this job could be a perfect fit for you. I am eager to see how your skills and experience can contribute to the success of this project. Please include in your proposal any relevant projects you've completed which demonstrate your ability to accom...
...surface, no additional branding, symbols, or visual augmentations are required. Please ensure you can meet these specific criteria before bidding. The successful candidate will be able to demonstrate similar projects from their portfolio. I have two NVIDIA Tesla P40 which are 100mmx40mm rectangular shape. They are spaced apart by 25mm, see photos. I need a shroud that pipes air from a 90mmx90mm fan and diverts to both GPU evenly. The shrouds need to have a divet for inserting the PSU connector on the end of the fan (see photos of existing and nvidia documentation for Tesla P40 hardware measurements. This is a unique opportunity for those looking to merge their design skills with their interest in PC gaming. Looking forward to your proposals....
I am currently in need of an expert who can optimize a Unity 3D animation module for web-based usage. The purpose of the module is in the domain of education, it therefore needs to be modified to run smoothly even on low specs laptops without a dedicated GPU. The main tasks are to: •...experience: • Extensive knowledge of Unity 3D, specifically the animation module • Experience in web-based Unity projects • Strong background in optimizing Unity applications for lower-end hardware • Familiarity with educational animation is a plus Your ultimate goal is to ensure that the educational animation run as smoothly as possible on a wide variety of laptops, including those without dedicated GPUs. Your ability to solve this problem could make an enormous differenc...
My project involves developing a mobile application compatible with Android and iOS which utilizes...project involves developing a mobile application compatible with Android and iOS which utilizes image recognition technology. Its core functionality would be to calculate the exact area of artistic shapes drawn on paper. Using OpenCV, the app should have an image recognition feature that can accurately identify and calculate these outlined areas. This should be done with a high level of accuracy, as it is a key success metric for the app. Professionals interested in this project should have experience in mobile application development, alongside a strong understanding of OpenCV and image analysis. I need a mobile app for Android and iOS, with design, backend and admin panel...
I'm looking for a skilled developer with expertise in Python and OpenCV to help me accomplish some complex image processing tasks. The key feature of this project include: - From an analogue tacograph disc, I need to extract the 24h-period chart. - read a tacograph disc image and return the chart points as x,y. - you can't use static positions as this script will be tested against other images. If you have a well-rounded knowledge of computer vision and have worked previously with chart recognition or similar tasks, then this job could be a perfect fit for you. I am eager to see how your skills and experience can contribute to the success of this project. Please include in your proposal any relevant projects you've completed which demonstrate your ability to accom...
Need assistance to ship a small quantity of electronics items from China to Mumbai, India. The items in consideration are printed circuits and GPUs, numbering between 1 and 10. The person helping me needs to be located in China. Being an electronics enthusiast, I am constantly in need of keeping my equipment updated and valuable items of this nature are often unavailable in my area. I am looking for someone who has experience assisting with international electronics shipments. Here's what you'll be helping with: • Packing and shipping a small quantity of goods from China to India • Applying for and managing any necessary shipment documentation Ideal skills and experience: • Knowledgeable about the best electronics shipping practices from China to India ...
I'm looking for an expert who can help me source for a customized water block fitting and cooling system, specifically tailored for an Nvidia A100 card. The card currently has an existing water block installed, branded 'TherMax'. See photos for details.
We're seeking for an experienced VoIP software ...We would like to know their main features, and information about each one, and what technology the app was developed in. - Develop a custom software solution tailored to our specific needs. Maintenance, debugging of the existing software as well as optimization and improvement of software performance are key. - Expertise in VoIP market research is required. You'll be responsible in gathering intel on market trends and growth, conducting a competitive analysis of VoIP providers, and studying customer preferences and needs. The ideal candidate will have a strong understanding of both the technical side of VoIP, and the business aspects like market trends. Efficiency and speed are paramount as we need this project complete...
I am seeking a developer skilled in Python to create a system that is able to count medium-sized objects such as boxes or packages as they pass on a conveyor belt in real time. This system does not need to differentiate between object types, it should merely count the total number of objects as they pass. The main requirements are: - Fluent proficiency in Python and OpenCV - Experience in object detection and counting - Prior experience in real-time data processing Ideal candidates should have previous experience in similar projects and be able to show examples of their work. Being highly skilled in Python is a must for this project. Attention to detail will be appreciated as accuracy in counting is crucial. Already worked on similar projects will be advantage
Create a python solution with opencv that can count and classify available spaces, in addition to identifying irregular parking, that is, vehicles parked outside of designated spaces. It must be possible to run on a Core i5 computer with 8GB or less. Example videos will be provided if you do not have a trained model ready. Vacancies are painted like the example images and must be classified into: Free vacancies (img1) Occupied Vacancies (img2) Illegal parking (img3) The vacancies can be oblique and parallel, as shown in example videos made by drone. They can be executed with live video or a video file generated by a drone or camera installed at a height where a large number of vacancies can be identified. The generated code will be part of another solution, so there is no need to ...
Searching for a developer with proficiency in OpenCV and Python to help with several image recognition tasks. These include, but are not limited to: - Object detection - Facial recognition - Text recognition Successful freelancers should be experienced in Python coding with OpenCV and ready for regular work. Your application must showcase: - Past work related to the tasks mentioned above - Extensive experience with image recognition - Details on how you would approach these projects I am looking for long term. I amexpecting around 20-25 hours wekely. I can give definition for task basis or on hourly basis. For example I want a script to detect animal on a view. You can quote for this task and also for specify your weekly rate for around 2-3 hour daily work 20 hours. M...
I have a simulation in Python/CuPy of electrons in a wire that I want to translate into Rust (or Vulkan, or OpenCL, or CUDA, or Julia or fix the Python so it uses far less memory, maybe calling PyCUDA) and make a major modification. The simulation calculates the coulumbic forces between all pairs of electrons every delta-t and then after that uses the force to calculate the new positions and velocities. It also outputs a graph showing the density of electrons at each slice of the wire at each delta-t. From this I can see how fast a signal is propagating down the wire in the simulation. I have tried to allow for the propagation delay between the electrons by using the velocity to estimate where the electron would really have been back in time and calculating the force from tha...
Hi Alex, This work includes the implementation of ROS2 navigation stack on Nvidia Jetbot Robot. Robot will be able to autonomously navigate through an indoor space using Lidar, Odometery and other sensors.
I want to get phone camera frames and send these frames for processing. After that send processed frames to the mobile phones to show results to the clients. Process steps will be done with OpenCV. Any other ideas are welcomes
I'm looking to hire an expert in OpenCV with a built-in preference for those who have professional experience with smartwatch technology. The primary function for this project is to work towards the advancement of health monitoring features for a smartwatch. The prospective freelancer should have: - Proficiency in OpenCV. While no specific task was selected from the options like object detection, motion tracking, or image recognition, a well-rounded understanding of these features will be necessary. - Experience in developing smartwatch applications, particularly with a focus on health monitoring. An understanding of the technical requirements necessary to create a reliable and effective health monitoring system on a smartwatch is vital. - Background in video analysis. ...
...and analyze real-time video data from streaming cameras. Our current setup attempts to connect the camera and software using OpenCV and an RTSP protocol, but this has not been successful. The primary issue lies in integrating WiFi camera streams into our system efficiently and reliably. Scope of Work: We are seeking a skilled freelancer to develop a Python script that can: Detect IP Address of the camera Accept an IP address as input for any WiFi camera. Establish a connection to the WiFi camera using the provided IP address. Read and capture the video stream from the connected WiFi camera. Ensure compatibility with RTSP protocols and seamless integration with OpenCV for further processing of the video stream. Provide documentation on how to use the script, including ho...
Hello, I'm after some videos to test a computer vision project. I'm after videos, taken from a fixed position, high above of two cycl...be edited If you have a location with branching paths so the cyclist being chased can try to evade the other cyclist that would be useful. The paths only need to be visible to the cyclists, you don't need to make them visible in the footage, so even some marks in the dirt or with chalk that the cyclist can see would work well. Thank you Mat Extra Notes: The videos will be imported into OpenCV OpenCV works with multiple video and image file formats including mpeg and jpeg.: optional item: convert video to a sequence of jpeg images Thanks
...Windows and Linux platforms, ensuring a broad usability range. **Ideal Skills and Experience for the Job:** - Proficiency in Python, as it's the preferred programming language for this project. - Strong background in computer vision projects, particularly those involving gesture recognition. - Experience with libraries and frameworks that are pertinent to computer vision tasks in Python (e.g., OpenCV, TensorFlow, or PyTorch). - Ability to optimize the application for performance on Windows and Linux environments. - Some familiarity or experience in dealing with real-world scenarios, like the detection of objects in open environments, will be highly advantageous. Deliverables: implementation on our PC, code, outputs, reports, documentation and dataset db. In your proposal,...
I am looking for a skilled developer to create a web application that leverages Django for the frontend and utilizes OpenCV and CNN for the backend. The main goal of this application is to identify counterfeit medicines, helping to protect consumers from potential harm. **Key Requirements:** - **WebApp Functionality:** Users should be able to upload images of medicines they wish to verify. The application will then analyze and compare these images to the original images in the database to determine if the medicine is authentic or counterfeit. - **Report Generation:** After analysis, the system should indicating whether the medicine is authentic or counterfeit by giving a percentage of the accuracy. The purpose is to provide a straightforward, user-friendly response. **Ideal Skills...
...video files for vehicle analysis. This project will focus on object detection within these files, specifically targeting vehicles. The goal is to accurately detect vehicles, analyze their speed, track their positions, and categorize them based on their composition. Ideal Skills and Experience Required: - Proficiency in Python programming - Proven experience with image processing libraries (e.g., OpenCV) - Familiarity with handling video files in Python - Ability to implement object detection algorithms - Competence in analyzing and computing vehicle speed and position from video - Experience in vehicle classification based on visual characteristics Project Tasks: 1. Develop Python code that can process video files (no specific format but typically MP4 or AVI). 2. Implement obje...
Steps to complete the project: 1. Develop an algorithm using OpenCV to detect a drowning person in the swimming pool. 2. Design a robot using ROS-Gazebo to rescue the drowning person, incorporating prismatic joints and a control algorithm for the bucket. 3. Create a ROS-Gazebo simulation of an arena with specified dimensions and the necessary actuators for the rescue robot. 4. Develop a distance calculation algorithm to determine the distance between the origin and the detected drowning person in the pool. 5. Implement the rescue algorithm, including the derivation of the bucket to the destination. 6. Implement the algorithm that control the position and velocity of the actuator with mathematics. 7. Provide the camera calibration algorithm mathematics and results. 8. Develop t...
I'm on the hunt for an accomplished Python developer who specializes in Opencv. Here are the core responsibilities for this role: - Developing and implementing image recognition, video processing, and object detection functionalities - Leveraging machine learning and image processing libraries in the service of these tasks The primary objective is to enhance our security measures via these advanced technologies. Ideal candidates should have significant experience in machine learning, image processing libraries, and their application in Opencv. This project will provide an opportunity to create meaningful impact through robust security enhancements, so I look forward to seeing your proposals. Check the pdf which explains the project.
...of a Raspberry Pi 4 combined with a Raspberry Pi camera to develop a sophisticated face recognition system. This endeavor aims to leverage OpenCV for advanced image processing and computer vision tasks, specifically focusing on recognizing individuals accurately within a given environment. ### Key Project Objectives: - Implement a reliable face recognition system using OpenCV - Ensure the system can operate efficiently on Raspberry Pi 4 with the attached camera - Develop a robust algorithm capable of accurately identifying faces in real-time ### Ideal Skills and Experience: - Proficiency in Python programming, especially in the context of using OpenCV - Prior experience with Raspberry Pi hardware, including setting up and interfacing with the Raspberry Pi camera -...
...key areas: object detection, image recognition, and video tracking. Using Python as the primary programming language, the objective is to develop a robust system that can accurately identify and track objects and individuals in real-time to improve security measures. **Ideal Skills and Experience:** - Proficiency in Python, with a strong emphasis on libraries relevant to computer vision (e.g., OpenCV, TensorFlow, or PyTorch) - Proven experience in object detection, image recognition, and video tracking techniques - Familiarity with security surveillance systems and the unique challenges they present - Ability to optimize algorithms for speed and efficiency without sacrificing accuracy - Creative problem-solving skills and a keen eye for detail **Project Goals:** - Develop and i...
...seamlessly integrate within the website to provide a user-friendly and engaging experience. Here are the key components and requirements for this project: I'm currently in need of a Python developer with a specialization in CV2 (OpenCV) for the following task: Make a website plugin of a jewellery try on using Python. When the user clicks an image of themselves and chooses a jewellery product (Necklace, earrings etc), the output is the user wearing that particular jewellery **Preferred Skills and Experience:** - Proficiency in Python programming. - Extensive experience with OpenCV (CV2) for image manipulation and analysis. - Familiarity with data analysis libraries (though not mandatory, knowing Pandas, NumPy, and SciPy is a plus). - Strong background in algorithms r...
I'm looking for a skilled CUDA programmer to develop a specialized tool designed for finding Bitcoin mnemonics. This tool is targeted at users with a strong understanding of cryptocurrency security and recovery processes. **Key Requirements:** - Compatibility with Windows OS. - A command-line interface to ensure straightforward usability for those familiar with terminal commands. - Ability to read and process data from a text file where the necessary inputs for mnemonic recovery will be listed. **Ideal Skills and Experience:** - Proficiency in CUDA programming for leveraging GPU acceleration, which is crucial for speeding up the mnemonic recovery process. - Experience in developing command-line interface (CLI) tools, especially those involving complex data processing....
...application for Windows that uses computer vision for gesture recognition to control a robotic hand. - Integrate Firmata protocol to establish communication with an Arduino-controlled robotic hand. - Implement robust gesture recognition capabilities allowing the robotic hand to mimic human hand movements accurately. **Ideal Skills and Experience:** - Proficiency in C++/Python or any language supporting OpenCV. - Experience with Arduino and Firmata protocol. - Strong background in computer vision and image processing. - Familiarity with Windows application development. This project offers an exciting opportunity to push the boundaries of what can be achieved with robotics and artificial intelligence. If you are passionate about robotics, computer vision, and have the necessary s...
...specific focus on simplicity and speed, requiring a professional capable of handling the nuances of server management and Python applications. Ideal Skills and Experience: - Proficient in Python with a solid understanding of its ecosystems. - Experience with AWS, particularly EC2 instances. - Knowledge of Linux server management. - Familiarity with version control (Git) and deployment practices. - Cuda Project Requirements: - Deploy a Python Github repository onto a Linux server in AWS. - Ensure all necessary dependencies are installed and configured. - Verify the deployed application runs smoothly and efficiently. - Complete the project within the shortest possible timeframe. Additional Information: - The exact Python libraries and dependencies required may be specified at a ...
Python web scraping script for 3 websites (intel,mediatak,armjob)
I'm looking for an expert in VPS hosting and GPU installation for a Linux server. The main purpose is to use the GPU for data processing specifically concerning Llalma 2. Please bid if you have experience with: - Linux VPS hosting - Installing and configuring GPUs - Data processing, preferably with an understanding of Llalma 2
please note the purpose of the task is ml-engineering focus AND NOT accuracy/ds focus for example spped up train effiencecy / speed inference cluster train using distributed training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the foll...
please note the purpose of the task is ml-engineering focus AND NOT accuracy/ds focus for example spped up train effiencecy / speed inference cluster train using distributed training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the foll...
please note the purpose of the task is ml-engineering focus AND NOT accuracy/ds focus for example spped up train effiencecy / speed inference cluster train using distributed training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the foll...
