Miner gpuproiecte

I urgently need a proficient data miner or scraper to collect specific information about 6000 companies that offer reputation services. This project needs to be delivered by 1 pm today. Your task will involve: - Scraping the company name and website URL - There's no specific criteria or filters to apply for this job, the companies can be located anywhere and can belong to any industry. - Delivery of scraped data in an Excel file. In order to efficiently deliver this project, you should have: - Demonstrable experience with web scraping or data mining - Attention to detail - Proficiency in Excel - Ability to work on a tight deadline.

I am seeking a highly skilled developer who knows how to connect search engine text to image and to create a CMS AI with an emphasis on user interaction and engagement. While functionality specifics have not been determined, the key outcome desired from this project is an engaging, interactive user experience. Successful applicants should be prepared to provide examples of their past work specifically involving AI and CMS systems, highlighting their successes in creating user engagement. Experience in content creation and management, Natural Language Processing (NLP), and user interaction and engagement is ideal. Key Skills: - Experience in AI and CMS development - Experience with NLP - Proven track record of creating engaging user experiences.

I'm looking for a professional to design a dynamic portfolio website for me with secure payment gateway incorporated. - The purpose of this website is to showcase my portfolio. - There is a need for a secure payment gateway though it's not an e-commerce website. Your experience in integrating secure payment gateways will be crucial. - The website should consist of fewer than 5 pages. Please make sure to satisfy this requirement. Ideal skills and experiences for this job would include: - Proven experience in creating dynamic portfolio websites - Evidence of past work integrating secure payment gateways - Ability to work within the desired timeframe and follow guidelines for the number of pages required Freelancers with additional skills in UI/UX design and SEO optimization...

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I'm in urgent need of a developer well-versed in PHP, MYSQL, and FFMPEG for the creation of a GPU Transcoding Panel operating on Linux. Key project details and specifications include: - The system will be Linux-based due to its flexibility, stability, and open-source nature. - The project completion timeline is urgent. Ideal skills and experience include: - Proficiency in PHP, MYSQL, and FFMPEG - Experience in developing GPU Transcoding Panels - Extensive knowledge of Linux systems - Knowledge of video encoding and decoding tools is not obligatory, but would be advantageous. Please note that the output format requirements are currently undefined and will be determined with the successful freelancer as the project progresses.

I'm seeking a skilled data miner to extract and deliver usernames from 88k followers of a specific Twitter account. This scraping must be GDPR compliant, aligning with my IOC licence. This means you need to delete after excel is made... Even though I only need the usernames, the information should be housed in an Excel spreadsheet. Your expertise in data scraping, particularly from social media platforms, and a solid understanding of compliance requirements, will be crucial to completing this task.

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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 seeking an experienced data miner to gather 500k business leads from across the United States, specifically focusing on the real estate, logistics, banking, engineering, aviation, accounting, and finance sectors. These leads are crucial for the expansion of my professional network. The critical information required on each lead includes: - Contact name - Email address - Job position The preferred leads will fulfil the following criteria: - Located in USA - Fall within specific industry sectors as mentioned above - Are part of a company of a certain size The successful freelancer will need to display robust capabilities in data mining and lead generation. Previous experience with similar projects focusing on the USA market will be considered favorably.

I am currently seeking an experienced developer capable of converting an 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 d...

In need of an experienced data miner to gather phone numbers for a list of clients that I have compiled. The key project details include: - There are over 500 clients to search for. - Client details are provided in an Excel spreadsheet. - For each client, I provide their full name, physical address, and email addresses. Desired Skills and Experience: - The ideal freelancer for this project has a strong background in internet research and data mining. - Familiarity and comfortable working with Excel spreadsheets and large data sets is essential. - An experienced individual who has completed similar projects in the past will be highly regarded. The goal of this project is to find phone numbers corresponding to each name in the list as accurately and quickly as possible. You...

Hi, I'm in search of someone skilled in Excel& Crypto sheets to assist in creating a spreadsheet that tracks real-time Bitcoin prices, network difficulty/hash rate, and estimated mining rewards based on hash rate. The goal is to correlate this data with my estimated mining rewards, watts used per miner, and ultimately calculate ROI and the bottom line. If you're interested, please send me a private message. I'll provide further details and data once we connect. Looking forward to hearing from you!

I need a proficient software developer familiar with Python and Bitcoin ASIC miners. The core functionality of this software is to control and monitor miner status, including Hashrate, Temperature, and Uptime. Key Skills/Experience: - Extensive understanding of Python - Familiarity with Luxor firmware and pool APIs - Hands-on experience with Bitcoin ASIC miners' processes Scope: - Develop a software application that interfaces with Luxor firmware and pool APIs - Implement functionality to monitor miner status, specifically Hashrate, Temperature, and Uptime - Configure wifi/LAN port of the development board (banana pi r2 pro) - Integrate external temperature sensors and relay control (hardware interfacing is completed already) The complete boot/control/satefy logic ar...

Straightforward fine-tuning of the base model and the training code at The datasets are at: Libraries that can used for inference: - - Whisper-plus Should Support: - Real time audio transcribing. - Use VAD to reduce hallucinati... The datasets are at: Libraries that can used for inference: - - Whisper-plus Should Support: - Real time audio transcribing. - Use VAD to reduce hallucinations - Should have speaker diarisation(pyannote) You will have access to AzureVM with A100 GPU.

We need someone to help us build an real-time transcription interface with our fine-tuned Whisper model. The model would be hosted on our VM with A100 GPU. It should be able to interact with our React frontend via REST API or support a basic UI built with Streamlit/Gradio. Main features: - Interface to transcribe audio in real-time.. - Integrate VAD/Diarization using Silero VAD and Pyannote.

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'm seeking a thorough professional who can aid in the creation of a reliable and complete Justdial Database of all existing companies within Nagercoil. The key elements to include in this database, for each enterprise, are: - Company Name, - Contact Details, Mobile number - Industry Type. An excellent fit for this task would be a meticulous data miner/scraper with a proven track record in compiling huge business databases accurately and efficiently. Please include previous related projects in your proposal for consideration. Your ability to deliver on quality, time, and attention to detail will be crucial.

I am looking for an expert that can help to administrate and configure an aws setup for a backend server that runs gpu intensive workloads

...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: There is no Tesla K40 model on this list. But there is no ATI Radeon graphics card in the same list, but I can use the ATI card as a GPU and run virtualization without any problems

I am currently in need of a Raspberry Pi GPU and pattern AI solution for a Battery Management System (BMS). Overview of Tasks: Solution - Implement Data analysis - Observe Battery status, temp, charging current, current voltage, battery mode, relative state of charge, remaining/full charge capacity - Integrate Firmware changes in RC FCC V and SBS commands that aid in monitoring unauthorized changes HW integration - Raspberry Pi + CAN/Modbus/RS485/UART integration (from a commercial product) - Circuit design and PCB (for simulation) - Concept architecture design It is crucial that the freelancers on this project have a working understanding of Raspberry Pi GPU and pattern AI solution in data analysis. Familiarity with RC FCC V and SBS commands would also be a strong advanta...

...the AI-based PC configurator with two distinct features: AI-based personal suggestions and manual customisation. Key Features: * AI should suggest component upgrades based on user’s choice. * It should perform compatibility checks between components. * It should be capable of estimating the total power consumption. * Depending upon the chosen games, it should recommend suitable CPU, RAM, and GPU. * Manual Configuration Option if needed E-Commerce Aspect: * We will sell both custom PC builds and various electronics items. * Manage inventory, secure checkout, and customer reviews. Skills & Experience: * Extensive experience with Wix. * Prior work with AI integrations. * Deep understanding of PC components, their compatibility, and power requirements. * E-comm...

...materials. As the task involves creating a dual GPU fan shroud, understanding computer hardware is an added advantage. Here are the key requirements for the project: • Material: I will be 3D printing the resulting project • Design: The design should be simple and straightforward. As I have signified a preference for a plain 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 ...

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: • Improve the performance of 3D animation rendering • Adapt the module operability for web platform The ideal freelancer should possess the following skills and 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 r...

...in-house VC research board for investment consideration. As well as distributed to our network of VC, HNW and sophisticated investors / audience. You must be able to articulate your in-depth research in well written reports. Research includes, specific tokens, sectors and macro trends. Some examples could be: Top 6 AI tokens and why Top 8 Gaming Tokens and why Deep dive into decentralised GPU tokens Why the Bitcoin halving drives price and the 4 year cycle Macro economic trends currently driving crypto Specific token research "A deep dive into the LINK token" Staking opportunities - their APY and how to access it Web3 ecosystems Peer comparison reviews Your research should cover (but not limited to): Why. Their use cases. Tokenomics. How big the market oppo...

I am seeking a competent data miner to construct a comprehensive database that includes various sports clubs around the world and their relevant recruiting contacts. The sports to be included are Soccer, Basketball, Tennis, Baseball, Football, Volleyball, Rugby, Hockey, Lacrosse, and Softball. This project specifically requires contact information for professional clubs exclusively, no amateur clubs. To be included in the database for each sports club are the following fields: - Email - Phone number - Social media handles - Scouting Department - Director of Player Personnel - Head Coach/Coaching Staff - Player Development Director - Academy Coaches/Youth Development - General Manager/Sporting Director - Player Agents/Representatives - Club President/Board of Director ...

I'm seeking an expert data miner to compile a list of valid emails for CEOs, CFOs, Human Resource Executives, and Account Managers across five industries: Technology, Healthcare, Manufacturing, Oil and Gas, and Real Estate. Here's what I need: - Verified Contact Information: These must be valid emails. Any bounced emails are not acceptable. - Industry-Specific Contacts: Focus on gathering contacts from the aforementioned industries. - Business Development Purpose: The primary use of these emails will be for business development purposes, so the data needs to be reliable. Ideal Skills & Experience: - Data Mining: You should have significant experience with data mining or information retrieval to ensure the validity of the emails. - Contact List Creation: Exper...

I'm seeking an expert data miner to compile a list of valid emails for CEOs, CFOs, Human Resource Executives, and Account Managers across five industries: Technology, Healthcare, Manufacturing, Oil and Gas, and Real Estate. Here's what I need: - Verified Contact Information: These must be valid emails. Any bounced emails are not acceptable. - Industry-Specific Contacts: Focus on gathering contacts from the aforementioned industries. - Business Development Purpose: The primary use of these emails will be for business development purposes, so the data needs to be reliable. Ideal Skills & Experience: - Data Mining: You should have significant experience with data mining or information retrieval to ensure the validity of the emails. - Contact List Creation: Exper...

Hi there, I am seeking a proficient data miner to comb through my existing excel spreadsheet. My database consists of 5,200 entries, each composed of a person's name, job title, associated company, and their existing Xing profile URL. Your core responsibility is to track down their LinkedIn profiles URLs. I need it done within 2-3 days. Please put 1 hour and start your proposal with the code 20. Thank you

This project requires an experienced data miner to scrape data from one website. This information is critical to conduct a detailed data analysis that will inform our next steps. SKILLS - Proficiency in multiple programming languages known for web scraping (Python, JavaScript, Google App Scripts etc.) - Previous projects involving data scraping for crypto or related fields QUICK JOB SUMMARY The overall intent will be to copy specific text on a webpage, paste the text onto a Google-sheets spreadsheet, Copy and paste a few calculated results in Google-sheets, then use simple programming logic to determine whether or not to send an email alert to the customer based on the final results (Note: All spreadsheet calculations have already been made. All external programming has NOT been c...

ASIC Bitcoin Miner PCB Board Electronics Design 1- component sourcing & block diagram 2- schematic design 3- PCB layout design and component placement 4- Routing and Design Verification 5- Documentation to use the board and Production data ( Gerber, NC drill, Pick and place and Bill of Material etc.)

...expert in cryptocurrency trading bots who can help create a MEV (Miner Extractable Value) bot that includes arbitrage trading functionalities. Key requirements: - The bot should primarily cater to arbitrage trading strategies related to cryptocurrency. - The bot should offer a balance of both pre-configured and fully customized strategies, enabling me to tailor its operation to fit my specific needs and market approach. - While the primary cryptocurrency exchange for this bot is undecided, it should be compatible with popular platforms such as Binance, Coinbase, Kraken, and more. Ideal Skills and Experience: - Proficiency in developing cryptocurrency trading bots - Deep understanding of MEV (Miner Extractable Value) bots - Knowledge of arbi...

I'm urgently seeking an experienced freelancer adept in setting up HiveOS for my GPU mining equipment. The operative cryptocurrency I am looking to mine is KAS, so any expertise in this area would be a significant plus. Key Tasks: - Configuration of my GPU Miners on HiveOS - Setup specifically aimed at KAS mining Ideal Skills: - Experience in cryptocurrency mining - Proficiency in HiveOS setup and operation - Knowledge in KAS mining Your capability to complete this project as soon as possible is a vital factor for selection. Looking forward to your bids, thank you.

...cover how to set up Ray locally to run it with docker compose to run embeddings and search. Here are the Steps: 1. to setup Ray locally () with docker compose (docker file) ->some samples here for the file   2. And I want to learn how to do embeddings for multiple pdf with ray using this code: 3. And search embeddings with this code:

...more complex behavior that Maxwell and Einstein explain resulting from the interactions of large numbers of simple electrons. I have a RTX A600 GPU with 10,000 cores and 48 GB of RAM. This is around the power of the most powerful computer in the world 22 years ago. This is enough power that I am able to simulate tens of thousands of individual electrons. For a tiny wire like inside a computer chip, this is enough electrons to model what is going on. My goal is to get reasonably accurate results without using magnetic fields or Maxwell's equations. My Python code now is around 400 lines. The code must make good use of my RTX A6000 GPU. It should be able to handle 50,000 electrons and 100 past positions for each. It should be clean and well documented cod...

...features ensuring tamper detection and prevention as part of the BMS security. - An understanding of other added-value functionalities. HW integration - Raspberry Pi + CAN/Modbus/RS485/UART integration (from a commercial product) - Circuit design and PCB (for simulation) - Concept architecture design It is crucial that the freelancers on this project have a working understanding of Raspberry Pi GPU and pattern AI solution in data analysis. Familiarity with RC FCC V and SBS commands would also be a strong advantage. Required Changes: - Monitor any unauthorized changes in firmware - Customize command responses Ideal Skills: - Experience in IoT device development. - A proven background in BMS security. - A strong understanding of tamper detection and prevention mechani...

I am currently in need of a Raspberry Pi GPU and pattern AI solution for a Battery Management System (BMS). Overview of Tasks: Solution - Implement Data analysis - Observe Battery status, temp, charging current, current voltage, battery mode, relative state of charge, remaining/full charge capacity - Integrate Firmware changes in RC FCC V and SBS commands that aid in monitoring unauthorized changes HW integration - Raspberry Pi + CAN/Modbus/RS485/UART integration (from a commercial product) - Circuit design and PCB (for simulation) - Concept architecture design It is crucial that the freelancers on this project have a working understanding of Raspberry Pi GPU and pattern AI solution in data analysis. Familiarity with RC FCC V and SBS commands would also be a strong advanta...

I need a skilled Unity and GPU programming professional to develop a custom debayering filter for a project aimed at significantly enhancing image processing speeds. This specialized filter will be integrated into a Unity project, primarily focusing on Windows, UWP, and Android platforms. **Requirements:** - Develop a Unity-compatible solution that receives a libcamera-raw network stream and uses the GPU to debayer the image and make it available as a texture by the lowest-latency method possible. - The filter must specifically support RAW image formats, as these are the primary input types we'll be working with. - Solution must work for 1920x1080, 2560x1440, 3840x2160. Resolution can be assumed to be known at startup. - Tailor the solution for optimal performance on W...

...inference speed without compromising on the accuracy or resource efficiency of the process. **Key Requirements:** - Develop and refine object detection algorithms using YOLO v8. - Implement and evaluate performance using different tracking algorithms. - Aim to improve the inference speed of the detection process. **Comparative Analysis Focus:** - Accuracy of detection. - Speed of inference. - CPU/GPU resource consumption. **Skills and Experience Needed:** - Proficiency in Python programming. - Extensive experience with deep learning frameworks, specifically TensorFlow, PyTorch, and ONNX and tensorrt and openvino. - Expertise in implementing YOLO (You Only Look Once) models for object detection. - Familiarity with different tracking algorithms, plus an interest in MOSSE and CS...

I'm seeking a proficient data miner to locate and compile various pieces of information from company URLs I provide. I more interested in the "method" to extract, not just the extracted data. You will specifically: • Extract contact information • Unearth 'About Us' details • Compile product related data • Determine total company revenue • Ascertain the number of full-time employees All this information should be compiled into a well structured, easy-to-analyze table format. Ideal candidates for this project posses solid experience in data extraction, web scraping, and data organization. An understanding of corporate structures and significant attention to detail is also highly beneficial to ensure the accuracy and comprehensiv...

We are seeking an experienced individual or team with expertise in Bitcoin mining to assist with optimizing our mining operation. The project involves maximizing hash rates using the SHA256 hashing algorithm to increase our chances of successfully mining Bitcoin blocks. probably the “nerdminers “ software can work.

I am looking for a data miner to meticulously comb through Indeed to identify job listings related to lead generation across the United States. The goal is to compile a comprehensive log sheet that includes the Company name, Contact email, and Job title from these listings. Following the data collection, the task extends to sending a tailored email to these contacts, pitching our specialized lead generation services. **Key Responsibilities:** - Navigate through Indeed to find lead generation job listings in the USA. - Record detailed information of each listing, specifically the Company name, Contact email, and Job title. - Utilize the gathered information to email a customized template that introduces our company, outlines our services, and provides our contact information. **Ide...

...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. - Understanding of cryptocurrency concepts, especially related to Bitcoin, mnemonics, and wallet recovery processes. - Strong problem-solving skills to efficiently handle the parsing...

I am in need of an experienced data miner who can effectively scrape data from a specific website. This task demands a keen attention to detail and utmost accuracy. The exact data to be scraped is not pre-determined at this stage, hence flexibility and adaptability is crucial. The project entails: - Scrapping uncharacterized data sets from a specified website - Cleaning and organizing the scraped data into tables The ideal candidate should demonstrate: - Competency in using scraping tools - Proficiency in data cleaning and organization - A good understanding of tables and data sets - Previous experience on similar projects. I look forward to working with a freelancer who is communicative, reliable, and delivers on time.

I would like to Design a Graphics Card Schematic File. I am Looking hire Design Schematic File - For Graphics Card (GPU) Conducting thorough research on current GPU architectures, technologies, and industry trends. Defining the specifications and performance targets for the graphics card, considering factors such as core count, memory bandwidth, and power efficiency. Designing and modeling the GPU architecture using computer-aided design (CAD) software, incorporating advanced features for rendering, compute, and artificial intelligence. Implementing the design using hardware description languages (HDLs) such as Verilog or VHDL, and simulating the functionality using specialized tools. Conducting rigorous testing, validation, and optimization to ensure the graphics ...

I'm looking for an experienced data miner or scraper who can extract transcripts from specific Instagram profiles for me, on a one-time basis. **Requirements:** - The ability to extract all available posts' captions and comments from specified profiles. - Save this extracted information in a text file format, organized and easy to read. - Ensure the preservation of emojis and any special characters present in the transcripts. - Experience in data scraping, particularly with social media platforms like Instagram. - Knowledge of programming languages suited for scraping tasks, such as Python, is a must. - Respect for privacy and a commitment to ethical scraping practices, ensuring no private information is collected. - Demonstrable experience in similar projects, with prev...

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

...deploy a high-performance video processing application on Google Cloud. This project involves developing an application capable of receiving video files via API, processing them using Google's GPU capabilities, and returning the processed files efficiently. The ideal candidate will have robust experience with Google Cloud Services, video processing, and system scalability. Project Scope - Develop and deploy a video processing application on Google Cloud Platform. - Utilise Google Kubernetes Engine (GKE) for scalability and efficient management of multiple concurrent processing tasks. - Implement GPU-accelerated video processing to ensure quick turnaround times. - Create a robust API for handling video file submissions and processing callbacks. - Ensure comprehensive ...

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...