软件环境：Windows XP及以上 硬件环境：各种显卡（Intel、AMD、nVidia等） 编程语言：C/C++ 软件功能：通过显卡DDC与显示器通信，具有读和写EDID、实现DDC/CI协议、I2C通信 交付成果：DLL库及源码
...arriving on my Nvidia Jetson Orin device via /dev/video0. The stream is in Grayscale (RG12, 12bit) format and I need assistance in creating Python code to receive this stream and make it available in a CuPy array. The primary goal is to process this data in real-time for monitoring purposes. It is crucial that the data is not copied between CPU and GPU memory. Key Requirements: - Acquire data stream from /dev/video0 on Nvidia Jetson Orin and store as an array - Use Python 3.9+ for the codebase - Process the data array for real-time monitoring - Do not copy data between CPU and GPU memory, as one frame is 17MB in size Ideal freelancer for this project should have: - Extensive experience with Python, particularly in real-time data processing - Prior experienc...
HELLO. PLZ READ THE TASK DESCRIPTION CAREFULLY. IF YOU DON'T UNDERSTAND WHAT IS ABOUT PLZ DON'T BID. I'm in need of a freelancer to help me choose the best(or a few) LLM (i.e. ) that can aggregate news about given list of subjects in a one/seq queries from R...interest (lets say Band1, Band2 & Artist1) in a form of short review with a link to the full source OR in a form of a full news text Choose which is easier to implement. (***2)It could be excellent to experiment with Native Korean web sources (full site or rss scraping) but i doubt any good local LLM can do it in Korean language giving out results in English (cloud LLMs maybe?). (*3) 8/16 CPU, 16Gb Nvidia VRAM, 48GB RAM (or if you will do API based cloud solution it can be a hosted VM) MAX BID (without b...
This project focuses on configuring an existing high-performance computer to process and query large datasets using the Llama3 (70b) language model. The objective is to enable efficient data handling and querying capabilities on the local system. Configure the existing computer with the following specifications for optimal performance: CPU: Intel Core i7-12700F GPU: Nvidia RTX 3070 Memory: 32GB DDR5 RAM Storage: 1TB SSD Operating System: Windows 11 or Linux Set up and optimize the Llama3 (70b) language model on the local system. Process 2,300MB of data to be optimized for use with the Llama3 model. Develop a user interface or command line utility to facilitate local data queries using the Llama3 model. Deliverables: Con...
...GPU with adequate bandwidth (e.g. PCIE 3.0 x16), as they'd be able to run more intensive workloads. The quality of your hardware will determine your earnings. need hosts to have integrated graphics, another older GPU, or a motherboard graphics device. For example, the ROMED8-2T has the AST2500 graphics processor, which acts as one. Your server would use this GPU for its own graphics so that the NVIDIA GPU can be fully passed through to the virtual machines that will host customers. Task: Following above requirements Create financial models for following scenarios: • SXM 80 GB version for the A100 GPU o How many GPUs will fit per each container? o What is the CAPEX breakdown to configure such data center? (GPUs, switches, etc) I need to have excel list with item nam...
I urgently need an expert, ideally possessing extensive knowledge in CUDA, cuDNN, and Anaconda, to help configure my Windows system. the GPU cuda was working , and wen I tired to use ViT (Vision Trans...Demonstrating how to utilize the GPU in Jupyter Notebook with Vision Transformer (ViT). The essence of this project is to gain a grasp on how to leverage GPU resources efficiently and then apply those skills into the Vision Transformer. The task requires a high level of competency in various tools and the ability to deliver swiftly. Suitable personnel for this task would have an advanced knowledge of NVIDIA CUDA, cuDNN, and excellent usage capability of the Jupyter Notebook. Familiarity with Vision transformer, Anaconda, and basic knowledge of computer hardware will be a strong ...
Software Features ● NVIDIA Isaac Sim experience preferred ● Weld Seam Recognition：accurate seam detection ● Move Path Generation：generate precise welding robot movement ● 3D Simulation：Create realistic 3D environment for visualizing welding process File Processing ● DXF File Reading: function to read and extract data from DXF files ● Data Parsing: Extract welding specifications from DXF files ● Compatibility: Ensure compatibility with various welding piece DXF file formats. ● Optimization: Optimize file processing for speed and efficiency ● Robot Integration: ● Robot Simulation: virtual welding robot for 3D simulation ● Compatibility: Ensure compatibility with different welding robot models ● Calibration: Calibration tools to match simulation with real-world...
I'm in need of someone to convert my existing Pytorch DDP code to Huggingface Accelerate framework. Key Project Details: - The primary goal of this migration is to move from existing Pytorch DDP, to Huggingface Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up. These two links should give you an ide...
The project to build waht's billed as the world's fastest artifical intelligence supercomputer Just wrapped in it's already acing one of its first assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic ca...assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic camera that can capture as many as 5,000 galaxies in a single us$146 million project was a joint endeavor between the U.S. Notional energy Resarche Scientific computer centre , Nvidia and Hewlett packard Entr...
The project to build waht's billed as the world's fastest artifical intelligence supercomputer Just wrapped in it's already acing one of its first assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic ca...assignments: the super-speedy perlmutter is helping create 3D map of the visible univers all 11 billion light- years of it -by processing data from the dark energy spectroscopic instrument , a kind of cosmic camera that can capture as many as 5,000 galaxies in a single us$146 million project was a joint endeavor between the U.S. Notional energy Resarche Scientific computer centre , Nvidia and Hewlett packard Entr...
1 Overview: This project de-identifies personal information in the video that detects a person on an Edge Device connected to CCTV and protects personal information by changing the person's face or face + top and bottom. Here's what we need. 1.1 Edge Device must be sent video from the CCTV Stream. 1.2 A person must be detected in the input video. 1.3 The following information must be extracted from the detected person and made into a metadata (JSON) file. - Facial Embedding Information - Extract information about a person's attributes (hair length, hair color, top color, bottom color, top shape, bottom shape, shoe shape, color, etc.) 1.4 Change to a new face, a new outfit. 1.5 Real-time converted images and generated metadata should be delivered to the storage ...
I am seeking an experienced professional who can assist me in installing Nvidia Maxine AI software on my PC. The objective is to leverage the capabilities of Nvidia Maxine for AI-based features as it is shown on the YouTube video that I am providing a link to in this post. in the shared video, notice that a person installs the software on his computer to use its AI feature. If you have the required expertise and are confident in your ability to install Nvidia Maxine AI software, please submit your proposal. Include details about your relevant experience, certifications, and any previous installations of Nvidia Maxine and also tell me how are you able to do the installation. Can you remotely connect to my computer and do the installation? The milestone will be ...
Objective: Develop a robust vehicle counting application optimized for the NVIDIA Jetson Nano. The application should accurately count cars passing through multiple cameras using RTSP live streams. Key Requirements: Modular Design: The software should have a configurable region of interest (ROI). This will allow customization of the tracking area for different camera setups. The system should support settings for either two-way or single direction vehicle detection, selectable per camera. Multi-Camera Support: The application must handle live feeds from at least three cameras simultaneously without frame skipping. Ensure seamless capturing, detecting, and tracking across all cameras, maintaining high accuracy and performance. Error Handling: Implement robust error handling ...
Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?
...Develop and run realistic simulations of robotic systems using NVIDIA Isaac Sim. • Design and configure complex simulation environments, including physics models, sensors, and obstacles. • Create motion plans and trajectories for robots using advanced planning capabilities. • Analyze simulation results and provide insights into robotic performance and limitations. • Collaborate with engineers and researchers to define simulation requirements and ensure alignment with project goals. • Stay up-to-date with the latest advancements in simulation technology and best practices. *************** Qualifications: • Required: Degree in Robotics, Engineering, or related field. (Master's degree or Ph.D major plus) • Expert-level proficiency in NVIDI...
MESSAGE ME IF INTERESTED. Objective: This is not a project. It's one feature for: , the training should: 1. The loss to reduce normally like it already does when training with DDP (it should NOT diverge to infinity or be unstable) 2. All evaluation loss, training loss etc get printed (like it already does with DDP) 3. save checkpoint works and restore checkpoint (like it already does with DDP in ) 4. The VRAM usage of the graphics cards should be less than with DDP (nvidia-smi) to check (this should happen if FSDP is implemented correctly) 5. Should not be way slower than DDP for each training step (essentially, when you run python , the output should look almost the same as it does when using DDP)
Description: We are a drone manufacturing company. We are...skilled and experienced Electronics Engineer and PCB Designer who has good knowledge about Jetson boards and STM32 microcontrollers and has a good hand in designing complex 6-layer PCBs. Project Description: We are aiming to build a custom PCB where we want the take the Jetson Orin nano series carrier board and the NXTPX4 Pro Flight Controller and fuse both of them into one PCB with customization for the External connector pins(USB, CSI, JST). We also want to customize and change the connector of the 40pin header on the jetson board to specific JST connectors for I2C, SPI, USRT, etc. Skills required: -Expert in understanding and creating complex schematics -Expert PCB designer -Expreience with Jetson...
I'm in need of a freelancer who is proficient in converting MATLAB Signal Processing programs into CUDA using GPU coder. Not just any freelancer, but one who has hands on experience using a Jetson Nano, with the CUDA toolkit already installed. The complexity level of the MATLAB program to be converted is intermediate, so it's essential you are experienced yet up for a bit of a challenge with your DSP skills. Key Skills: - Proficiency in MATLAB and CUDA programming language - Familiarity with the NVIDIA Jetson Nano - Experience with intermediate Signal Processing - Hands-on expertise in GPU coder
...individual working in the signal processing industry, I'm currently running a project that needs some expert technology adaptability. The project involves: - Converting an existing Matlab code into CUDA. - Ensuring the code correctly executes Fourier transforms when run on a Jetson Nano platform. The ideal candidate for this assignment would have: - An extensive working knowledge of Matlab and CUDA. - Strong experience in handling signal processing tasks, especially Fourier transforms. - Proven experience in dealing with the Jetson Nano platform. - Excellent debugging skills to ensure the proper functioning of the transferred code. If you possess these skills and experience, feel free to submit a bid. Looking forward to working with a proficient and dedicated free...
We are seeking an experienced developer to configure data exchange between a Jetson Nano and another device via the CAN bus, utilizing the RS485 CAN HAT. Documentation and examples for the RS485 CAN HAT for the Jetson Nano are available here: Project Requirements: Data packets to be transmitted are split into frames of 8 bytes each, with the first 7 bytes of the frame encoded in ASCII. The last byte is an integer frame counter that does not convert to ASCII. A checksum is generated from the packet data and appended at the end of the packet using the following function: c Copy code uint16_t crc_chk_value(uint8_t *data, uint16_t size) { uint16_t crc = 0; while (size--) { crc ^= *data++; for (unsigned
I'm currently dealing with an issue on a piece of code in OpenGL GLSL and C++. The code operates as designed when run on an integrated GPU but unfortunately, falls with a dedicated GeForce NVIDIA GPU (see pictures). The code deals with compute shaders and parallel computing of a combinatorial problem. The OpenGL and GLSL versions in use are 4.3. I'm sending pictures how it gives me the proper output on integrated and the error shown for dedicated NVIDIA. The solver must have a dedicated GeForce GPU and should first present that the code also doesn''t work for him/her on the dedicated GPU !! The key functionalities in use are Buffer Objects and Compute Shaders. As such, I'm in search of a skilled developer who: - Has in-depth expertise in OpenGL 4...
I require a skilled professional comfortable with Linux system administration. A very important...administration, specifically AlmaLinux 8. - You must be able to install the latest version of FFMPEG. - CUDA support on the FFMPEG must be duly enabled. - The main goal after installation is to achieve top-notch video encoding performance. - Professional experience or technical understanding of video encoding software and processes is a plus. - You must have prior experience or know-how dealing with Nvidia graphics cards, particularly the 1080ti model. I have root/administrator access to the server and will provide the necessary permissions and resources for efficient task completion. This project may require further discussion before commencement. Can't wait to work with the bes...
Project description: Solution needed for data acquisition...takes place preferably on a rolling chart with "x" axes being time and "y" axis being the value read. The distinct points should be connected on the graph with a straight line. The time delay between measurements should be as little as practically possible. Available hardware for the task: - "node mcu ESP32s3", or "Panlee WT32 SC-01 plus" the latter has built in RS485. - Nvidia jetson nano - Raspberry Pi - Ordinary PC with a USB to RS485 converter. Software requirements: - the project can be completed on any platform as long as it satisfies the requirements set in the description. - suggested languages to use are Python with vis...
We require an experienced programmer to answer these questions using Google colab and then a meeting through Google meet, we are programmers and we would make the code, it is just advice and audit of a chat bot that we developed with AI but we are having some problems. Hi nice to meet you. I would like to know if you have experience in: 1) developing agents in puthon without using la...we are having some problems. Hi nice to meet you. I would like to know if you have experience in: 1) developing agents in puthon without using langchain, 2) what developments you have done with llms and huggingface 3) if you have done any development to generate business intelligence by consulting a db and using a huggingface model 4) Do you have experience optimizing Google Colab servers with Nvidia...
...capability. Displaying detected drones as rectangles with descriptions of the drone type or "undefined". Ability to zoom in on a specific drone and subsequently track it. Option to set a perimeter for triggering alarms. Activation of alarms in case a drone is detected within the perimeter. Monitoring the flight of drones and issuing warnings. Hardware Specifications: Computational unit: Nvidia Jetson Nano. Input from PTZ camera with a resolution of 4MP and an infrared module. Option for measuring the distance to the drone using a laser. Acceptance Criteria: The software should be capable of detecting drones with a minimum size of 30 cm. The system should be able to simultaneously detect and display multiple drones. Recognition of drone types from...
I have developed a computer vision code for 3 cameras to detect a specified object using a mask that I setup. The code is working but it is very slow. I also tried with Nvidia CUDA, but it did not give the expected results, I want someone to check the code and make necessary optimizations to make it as fast as possible.
Please seach "Lizarbot" in google and checkout the features of that robot, we have that robot and need to develop a heat map in Jetson Nano using CO2 sensor data (MHZ19C), The sensor is placed on a wheeled bot that navigates on it's own in it's field. We can give points in the room for it to move and it will automatically keep moving to those points. So when it moves we get a different reading of CO2 in the room, wejust have to create a heat map with that data. Please respond with 'heat' in your bid. People experience with embedded systems coding and raspberry pi, jetson nano, Robotics and ROS should bid. We also have instructions that can do it, just need to implement it. The instructions are attached. Please bid with a plan. Thank you.
I'm searching for an expert to design a GPU-accelerated server tailored for running YoloV5 AI detection software for real-time object detection. Specifications include: - Server to be exclusively powered by Nvidia. - Server should be configured to handle supplementary cloud-based services concurrently, ensuring smooth operation. Ideal Profile: - Experience in building GPU-accelerated servers - Expert in Nvidia processes - Familiarity with YoloV5 AI detection software - Understanding of cloud-based services integration. The end goal is to ensure accurate, real-time object detection while maintaining efficient operation of concurrent cloud services.
I am currently seeking an experienced developer c...existing CPU mining source code, written in C++, into a GPU miner optimized for NVIDIA's GeForce series. The source code is written in C++, and the libraries are in Java. Ideal Skills and Experience: Proficiency in C++. Experience in GPU programming, primarily with NVIDIA GPUs. Familiarity with the GeForce series and their architecture. Previous work on similar projects is highly desirable. Must understand data mining processes. Knowledge of Java libraries. Responsibilities: Modify the existing C++ source code to work with NVIDIA GeForce GPUs. Ensure the GPU miner is fully optimized to achieve the best performance from the GeForce series. Thoroughly test the solution across different GeForce models to ensure compatib...
...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
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...
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:
...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....
...developer with a keen understanding of the Jetson Nano platform for creating a Jarvis-like interface. In this project, the primary focus will be on building a robust Voice Recognition system enhanced with AI. Primary Responsibilities: - Develop a robust Voice Recognition system for a Jarvis-like interface, that can effectively process and provide AI-generated responses. - Work on Face recognition and registration function. - Implement AI-assisted navigation. - Unit must be able to respond with realistic human voice. Key Skills: - Extensive experience with Jetson Nano is a must because this is the preferred device for this project. - Proven experience with AI-dependent navigation, face recognition, and registration technologies. - Familiarity with Jetson Nano, 2.8...
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.
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'm embarking on an exciting project to develop an AI application that will significantly leverage advanced AI capabilities, specifically in object detection and classification. **What I Need:** - A developer with strong experience in AI, especially in developing applications focused on object detection and ...application development (Java, Python, etc.). - Strong problem-solving skills and creativity in implementing efficient solutions. **Project Goals:** - Setup an environment (can be hosted on cloud platform) for AI model training - To develop an AI-powered application and an Java wrapper program for object detection and classification. - Assist to deploy the AI program and Java wrapper program to Jetson Nano. I am seeking a developer who is enthusiastic about AI and Jav...
...render more like our visualization. Idea is our device need not be boxy. Below is the mentioned components used and their dimensions: Multifinger Scanner: 151 mm x 148 mm x 102 mm Display : 147mm x 239 mm (thickness 11mm) 3D camera: 54 mm x 25mm (thickness 11.3mm) (working distance is 40cm) IRIS camera: 73mm x 17 mm (working distance is 20cm) Powersupply: 199mm x 98mm x 38mm (internal component) Jetson Orin Nano 100 mm x 79 mm x 21 mm (internal component) Side panel IPS display (1.69inch): 39mm x 31.50 mm Front Speakers: 92mm x 36 mm set of two () Iris Camera would be on a swing arm that would fold and fit inside the body, it will pop out as shown in the attached image. Arm will be motor powered and will open
Design of Jetson ORIN Carrier Board in Kicad with respective to Specs Delivery : Gerber, CPL, & BOM in JLCPCB format
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...
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...
I require immediate assistance with my project, focused on configuring an X server to run within an NVIDIA container. Here, your deep knowledge in Linux, NVIDIA, and Docker technologies will be highly beneficial. Scope Includes: - Setup X server within NVIDIA container - Although the specific version was not defined, I trust your expertise to select a stable and efficient one that will achieve effective functionality. Ideal Skills: - Excellent command over Linux environment - Familiarity with NVIDIA technology - Docker proficiency Understanding of X server and its versions would also be beneficial. I need immediate commencement with prompt delivery due to the urgent time frame.
...into Nvidia VPI, ensuring compliance with specific partner API requirements. This project is crucial for enhancing our system's capabilities and adhering to partnerships standards. **Requirements:** - Experience with Nvidia VPI and its functionalities. - Proficient in handling 2D color image integration and manipulation. - Understanding of API compliance and requirements. - Ability to work efficiently to meet project deadlines. **Ideal Skills:** - Strong background in computer vision and image processing. - Expertise in programming languages compatible with Nvidia VPI (C/C++, Python). - Familiarity with API integration and compliance standards. - Problem-solving skills and attention to detail. **Project Goals:** - Successful integration of 2D co...
