Aarohi school model test papers jobs
Create a windows powershell script. This must run under Windows ...beginning of the script to cleanup from the last run.) I am not a powershell developer - I tried ChatGPT and Claude to write this and their stuff was buggy. If you know Powershell well, you can maybe save time by using their code as a starting point. You should give me code that you have confirmed to work and you can test on a mailbox which contains a few emails. i.e. Sometimes the matching email will be the first one and sometimes it will be a subsequent one. You should test both of these scenarios. Note that the Email date in the header will contain the timezone i.e. Date: 27 Apr 2024 08:46:54 -0600 and that this timezone may be different than the computer timezone. This is important in calculating the ag...
I need a skilled AI (ChatGPT API developer to create a tailored API / AI for my industry. I heard ChatGPT has paid subscription and APIs which we can use and train their model with our data sources. let's say chatGPT answers with their model/ their data sources.. I want us to define our model and feed our data is necessary. Key Responsibilities: - Creating an AI model that's specialized for industry-specific tasks. - Not clear but if we decide, we can pa-y and use Developing a ChatGPT API that can seamlessly integrate with their AI model. This is at least 3 months long project so I will spend more time in screening you. I want to have a developer who know AI/ ML really well. Please provide examples of your past work and experiences alon...
I am working on a scientific project involving the use of reinforcement learning in the automotive industry. To succeed, I need an expert in MATLAB script to assist me in model training. Key tasks include: - Use the provided output data from the vehicle to enhance the vehicle model. - Implement and shape the reinforcement learning model to meet project specifications. - Extract a final thesis and scientific paper upon successful implementation and testing. Ideal skills and experience: - Extensive experience with MATLAB using reinforcement learning. - Prior work in the automotive sector is preferred. - Strong understanding of scientific thesis writing. This is a high-level project, requiring excellent attention to detail and a strong commitment to quality and accur...
I am looking for a certified Excel and VBA expert to help me refine an existing financial model. I am looking for a two-days online working engagement where the person will sit with me online and solve for things one at a time. For Faridabad, Haryana based freelancers, we can do it in physical mode too. Key areas of focus will be: - Refining Formulas and Calculations. - Improving Data Organization and Management - Managing , improving the existing VBAs
I am seeking an experienced Excel professional to set up a comprehensive spreadsheet for tracking various scooter specifications. Given data must include the following: - Brand - Model - Engine Displacement - Maximum Speed - Weight Capacity - Availability in Different Colors: This will need to be formatted such that each color has its own individual column. - Price: The price listed should reflect the Manufacturer's Suggested Retail Price (MSRP). - Additional Features: This may include factors like ABS, Bluetooth connectivity, etc. - Fuel Efficiency: Recorded in km/l or mpg. The ideal candidate will have proficient skills in data organization, Excel formatting, and data entry. Experience in automotive or scooter industry will be beneficial.
I am looking for an Excel expert to help me create a custom ELO ranking system for our pool and other sports. The system should integrate seamlessly with Excel for easy data input and allow us to rank players based on their performances in these sports. We need an Excel system that will integrate with our app. We need the Excel to stand alone as a backup to our app and test the ranking system before integrating it completely into the app. The players will use a paper scorecard to record the match, and then we will enter the game information into the Excel template to track and update players' score and rankings. Ideal Skills: - Proficiency in Excel to develop complex ranking formulas - Previous experience in creating ELO ranking systems - Strong understanding of data ana...
...Creation For each specified table, we will create a corresponding XML document. Tables: Exam: Fields include Exam_ID, Patient_ID, MD_ID, Room_ID, Start_Time, Finish_Time, Anesthesia. MD: Fields include MD_ID, Name, Pager_Number, Phone_Number, Specialty, Working_Address. DTD Creation We will develop a DTD for the Exam table, ensuring it matches the structure and relationships depicted in your data model. Milestones: Initial setup and creation of the XML document for the MD table. Creation of the XML document for the Exam table. Development and finalization of the DTD for the Exam document. Total Cost: 120 USD Delivery Timeline: We aim to deliver the initial XML document within [insert timeline here] days, with the complete set including DTD finalized within 1 day of project co...
...create a detailed 3D model of Old Trafford, split into eight pieces for printing, and integrated with LED floodlights, electronic scoreboards, speakers for crowd sounds, and sponsorship boards. It's essential that the candidate is familiar with Subbuteo, football stadiums from around the world, and is willing to undertake future projects replicating approximately 50 different stadiums. Requirements: Proficiency in CAD software (e.g., AutoCAD, SolidWorks, Fusion 360). Experience in 3D modeling and printing. Ability to accurately replicate the architecture and features of Old Trafford, integrating LED floodlights, electronic scoreboards, speakers, and sponsorship boards. Familiarity with Subbuteo and football stadiums from around the world. Capability to split the model...
...- date periods (fetch invoices: after a date, between dates) ...- regex on filenames ...- downloaded invoice is represented by a invoice class, which properties to represent the full invoice details like (invoice date, invoice number, filename, filepath, sha512 fingerprint ) ...- the fetched data from the website to analyse is mapped into a page model class (page object model) ...- the finally fetched data of the invoices, which are locally on python side, are returned as a list of invoice class instances ...- expose operation via REST ...- can be outputted as xml or json (REST) - persist the downloaded data into database with ORM tool sqlalchemy + sqllite - use PyMS and sqlalchemy - use logging framework - cmd line only and rest api usage possible! Ideal
I need an experienced professional to build a comprehensive excel model for financial analysis. Key Requirements: - The model should primarily focus on budget forecasting and commission analysis. - It should be designed for annual updates, therefore, it should be easily understandable and modifiable. Ideal Skills and Experience: - Proficiency in Excel and financial modelling. - Strong understanding of budget forecasting and commission analysis. - Experience in building user-friendly, efficient excel models. This project is suitable for someone who has a strong background in finance, as well as a proven track record in creating advanced financial models using Excel. A keen eye for detail and the ability to deliver a high-quality, user-friendly deliverable is essential.
I'm looking for an experienced 3D designer to create a detailed, non-functional 3D model of a product for use as a prototype. Key Requirements: - 3D Product Design: You should have a strong portfolio demonstrating your ability to create detailed product designs in 3D. - Understanding of Prototyping: While the model will be non-functional, experience in designing for prototyping is highly desirable. Ideal Skills and Experience: - Proficiency in 3D modeling software (e.g., Blender, SolidWorks, AutoCAD, Rhino). - Experience in product design, especially for prototyping purposes. - Strong attention to detail and ability to create realistic designs.
...Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Basic Wordpress And others You must be a FAST learner, attentive, curious, with great writing skills. Looking for someone that pays attention and doesn’t keep making the same mistakes over and over. Attention to detail. Common sense. This job will part-time as a test period, after that it will be full-time. First there is a task I’ll give as a test. Payment for part-time during trial period: Fee: 250 USD Performance bonus: 50 USD Results bonus: 50 USD If your work complies with my quality requirements and you give more than asked, you’ll get performance and results bonuses each month. After a two-month period your fee will increase to 350 Full-time fee is: ...
I aim to develop an interface that empowers a Hugging Face model to train and fine-tune on the data stored within my personal Linux machine. This interface will intelligently comprehend my file structure, generating bespoke scripts tailored to my system's needs. Its functionalities should encompass: Streamlining file organization tasks Offering personalized recommendations Managing file operations such as editing, creation, and deletion All this functionality should be accessible through a conversational chat interface. The application may take the form of either a web-based solution or a desktop version, depending on the project's specific requirements. While I lean towards implementing it in Python, I remain open to alternative languages if they promise a more optimal i...
I'm in need of a freela...ecommerce platform we're using. While we haven't decided on the specific data types yet, it's likely the file will include product, pricing, and inventory information. I highly value the skill and experience over promises. So, in your application, please provide examples of past work in this area rather than comprehensive project proposals exclusively. Although we didn't specify whether we need a test file before the start, we're flexible in this area, and are open to discussing what works best for the freelancer in correlation to their workflow. Experience with ecommerce platforms would be advantageous, as well as strong attention to detail and ability to work within timelines. Thanks for considering this project - I look f...
Title: Cryptocurrency Trader Analysis and Wallet Tracking Tool Project Description: I'm looking for an experienced cryptocurrency developer to create a tool that can analyze top traders from various coins listed on decentralized exchange (DEX) aggregators like Dexscreener. The primary goal is to track the trading hi...Familiarity with data visualization libraries and creating user-friendly interfaces. Solid problem-solving and analytical skills. Ability to work independently and meet project deadlines. Deliverables: A fully functional cryptocurrency trader analysis and wallet tracking tool that meets the specified requirements. Well-documented source code with clear instructions for installation and usage. Test cases and documentation for ensuring the tool's reliability ...
I need an experienced developer who has proficiency in JavaScript, Node.js, and to ...diamonds, they can purchase 1500, 3000, 4500 etc.. 2. Paypal Integration: Seamlessly process payments through Paypal from the aforementioned payment methods - When user make the full purchase completley, he will automatically get the items in game, and a report should be updated in database(new table called purchases, model will be provided). 3. Database Integration: You will be working with an existing database, a report should be updated in database(new table called purchases, model will be provided). The ideal freelancer is one who has extensive experience with payment gateway integrations, Node.js, , and Bootstrap 4. Knowledge in working with existing databases is also necessary.
I have a detailed JPEG picture that I would like to convert to an STL or PNC file, suitable for creating a pendant mold for a necklace. The design doesn't need any additional elements, just what's shown in the picture. Your main tasks would be to: - Convert the JPEG to a 3D model file (STL or PNC) - Ensure the model is suitable for creating a mold for a necklace pendant - Maintain the moderate level of detail, including textures, as in the picture Ideal skills and experience for this project include: - Proficiency in 3D modeling software - Experience in jewelry design or related fields - Attention to detail in preserving the textures and details of the original design - Understanding of pendant design for necklace molds If you have experience with similar proje...
As a developer of static information websites, I'm seeking the skills of an AI and Python specialist to develop a solution that can effectively test and validate my projects. The solution should be able to perform specific tasks including: - Identification and testing of website links - Evaluation and testing of form submissions These tasks are integral to ensuring the efficiency of my websites and I'm confident they can be adequately performed using AI technologies. I'm open to using Python or C#, if that's what you're proficient in. Preferred skills and experience include: - Python or C# programming - AI or Machine Learning - Web scraping - Knowledge in building and testing static information websites This project will require creativity and precision...
I'm currently in need of a specialist to assist in developing an AI that can test websites i build. It should be able to visit every page of a site and decide if the pages work. It should fill out forms such as contact me, reviews, and job applications.
This project requires the creation of classic and traditional banners intended to recognize the efforts of our high school baseball players. - The design should be inspired by our school colors, encapsulating a sense of pride and unity. - Effectively conveying the recognition aspect is crucial, hence, the banners should be more than just aesthetically pleasing. - A flair for traditional design, familiarity with sports banners, and an understanding of color representation are the preferred skills for this job. Creativity is appreciated, but remember: the main aim is to honor our athletes, so preserve the seriousness and joy associated with this recognition throughout your design.
I have set the budget at $100, similar to the pen. The marker should be a much simpler process, but we can do milestones if it takes longer. Please let me know if that works for you.
A 3d model of a character in low polygonality is made by the students with a base material assigned for the unwrapping process to be carried out and then textured. - Remember that you can't add polygons or use papercraft, ninjas, monks, layman, bald, characters with helmets or hats, 8-16 bit characters or similar (Example Minecraft), wearing a cape or tunic or another one-in-one dress. You can't make super heroes with or without a mask either. Characters from Cartoon Network, Disney or Nickelodeon of flat colors, etc. - You must have a full head visible in the texture (Hair, eyes, ears, mouth, nose), you must wear different garments on the torso and legs. He must have hands with fingers. Shoes where the sole, the side, front and back are different. Do not use flat colors...
I need an experienced social media manager to grow my startup, which supports the wellbeing of athletes and their families worldwide. Our social media presence spans Facebook, Instagram, Twitter, and LinkedIn. Key Responsibilities: - Develop and implement a social media strategy aimed at increasing brand awareness. - Generate leads and drive sales through our established subscription model. - Cultivate a loyal online community. Our target audience includes athletes, their families, sports management companies, and related brands. The ideal candidate for this role has a successful track record in social media marketing, particularly within the sports industry, and a strong understanding of operating effectively across multiple platforms. An understanding of marketing to a diverse ...
I'm seeking expertise in creating financial models. Specifically, I'm focused on individuals who have had hands-on experience with similar past work. Here's what you need to know. Key Requirements: - Proven experience in financial modelling is a must. Prior work will be a deciding factor in the selection process. - The ability to creatively input charts is necessary. Although I haven't specified the exact chart types, expect to work with line, bar or pie charts. Flexibility and innovation on this will be appreciated. Ideal Candidate: - You are proficient in financial modelling and analytics. - You have a creative eye for data visualization and charting. - You value accuracy and precision in your work. To apply, please provide details of relevant past work in financia...
I am on the hunt for a passionate Junior Developer with expertise in Qt, QML, and PySide6. My project involves developing a new desktop application from scratch. Key Responsibilities: - Collaborating with me to design and implement functional desktop applications - Translating design id...functional desktop applications - Translating design ideas into tangible code - Writing clean, efficient, and testable code Ideal Candidate: - Proven experience in Qt, QML, and PySide6. While junior level expertise is accepted, a strong foundation in these areas is a must. - Conceptual understanding of Desktop Application Design - Knowledge of code versioning tools, preferably Git. This project will test your creativity and technical skills, and also promises a huge learning curve for budding d...
I'm looking for a talented copywriter to craft engaging, SEO-optimized content for my school and private transportation website. Key Points to Cover: - I need engaging, user-friendly content, which also incorporates good SEO practices and keywords. - The site will have three main pages: the Home page, Services page, and About us page. Target Audience: - The content should effectively communicate with three main target groups: - Parents of school children - School administrators - Private transportation users Home Page: - The most crucial information to include on the home page is: - A comprehensive overview of our services - Our contact information Skills and Experience Required: - Prior experience in creating website content, specifically fo...
I am in need of a highly skilled proofreader for a small, yet critical project. The document comprises of several important documents, and it's crucial that all key areas are thoroughly checked and corrected. Key Tasks: - Proofreading and editing key components of vital documents - Ensuring coherence, grammar, and punctuation are flawless - Making sure the content is clear and en...and punctuation are flawless - Making sure the content is clear and engaging - Providing suggestions for improvement where necessary Ideal Requirements: - Proven experience in professional proofreading - Excellent attention to detail - Strong grasp of English language and grammar - Ability to work efficiently under tight deadlines - Experience with business proposals, cover letters and research papers...
Proofreading and editing of 7+ thousand words. I can pay up to $70 - $90 with some bonus for great work. Be available for a short test Please answer the following questions in your bid: => What is your recent academic qualification? => Have you every published your own research article in any Scopus indexed journal? This is a fixed budget project - not an hourly paid gig
...tasks for my agency, such as: PR Outreach Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Basic Wordpress And others You must be a fast learner, attentive, curious, with great writing skills. Looking for someone that pays attention and doesn’t keep making the same mistakes. This job will start part-time as a test period, after that it will be full-time. Payment for part-time during trial period: Fee: 250 USD Performance bonus: 50 USD Results bonus: 50 USD If your work complies with my quality requirements and you give more than asked, you’ll get performance and results bonuses each month. After a two-month period your fee will increase to 350 Full-time fee is: 600 Plus bon...
I need a simple PHP script, using as few files as possible (preferably a single PHP file). The goal is to extract the following data from the google AD ad system: Campaign names and today's daily spend per campaign. In addition, which campaigns are running and which are paused. Finall...files as possible (preferably a single PHP file). The goal is to extract the following data from the google AD ad system: Campaign names and today's daily spend per campaign. In addition, which campaigns are running and which are paused. Finally, a simple buttons - for each campaigns: run a campaign, or pause a campaign. A test google api key is required because I can't give out my own. For the project I need a description how I can run the file and how I can replace the test...
I require a skillful professional with proficiency in Power BI, SSRS, Power Automate, and SQL. The project involves both analytics and reporting. Key Responsibilities: - Develop an effective data model in SQL that supports data analysis and visualization in Power BI. - Implement insightful data visualization and dashboards using Power BI. - Create reports in SSRS for automated distribution. - Develop automated report distribution through Power Automate. Ideal Skills and Experience: - Proficiency in Power BI, SSRS, Power Automate, and SQL. - Strong background in data analysis and visualization. - Experience with creating complex data models. - Previous work on automated report distribution is a plus. The selected candidate will be pivotal in turning our data into actionable insig...
I'm currently working on a product model project in Blender and need some help to finish it. The project is already in progress, but I'm looking for an experienced 3D modeller to bring it to completion. Ideal skills for this project: - Extensive knowledge in Blender - Proven track record of creating product models. - Speed and efficiency - Close attention to detail. Your role will be to finalize the current state of the model, address any issues and enhance the overall output. I welcome portfolio examples to highlight your creativity and capability. I look forward to collaborating, and ultimately seeing our product model come to life.
I'm currently working on a product model project in Blender and need some help to finish it. The project is already in progress, but I'm looking for an experienced 3D modeller to bring it to completion. Ideal skills for this project: - Extensive knowledge in Blender - Proven track record of creating product models. - Speed and efficiency - Close attention to detail. Your role will be to finalize the current state of the model, address any issues and enhance the overall output. I welcome portfolio examples to highlight your creativity and capability. I look forward to collaborating, and ultimately seeing our product model come to life.
...Developer Instructions: Feel free to use any AI model of choice, Chat GPT is okay. IF there are better/more dedicated models for customer management / sales please use. Looking to create a model that will be on the backend for online chat dialogue. Bot must be trained and work properly. I can help assist since I am a technical programmer but not well versed in ai agents. This bot must make invoices, which means it needs to calculate prices. I will need to feed this AI model prices and time allocation along with pricing structure. For Example: If customer wants 3 tutoring sessions it will need to find and block off 3 hours of available time. If customer wanted 1, the bot will have to recommend time slots that we have available for 1 hour. Model will spit out...
... This app will help users keep track of their tasks efficiently. Key Features: - User Registration: Users should be able to sign up and create an account within the app. - Task List: Users can create a list of tasks to manage. - Task Reminders: Users can set reminders for their tasks to help with their time management. - Task Categories: Users can categorize their tasks as work, personal, or school-related, for efficient organization. - Task Completion Tracking: Users should be able to mark tasks as completed. - Task Timer: tasks can be timed User Interface (UI)*: The user interface should be clean and straightforward, featuring: - A simple home screen displaying the task list, with options to filter tasks by category, priority, or due date. - Easy navigation, with a menu or ...
I am currently working on a business project for which I need an experienced developer with impressive prowess predictive modeling. Simply put, I need you to implement a predictive value model for me. Below are my exact expectations. - Proven expertise in developing and implementing predictive models with API. - Comfortable with leveraging Python language, which is my preferred programming choice for the implementation of the predictive model. Given the business-oriented nature of the project, a developer experienced in delivering models that drive real-world, commercial results would be ideal. I'm looking forward to receiving bids from enthusiastic, skilled developers who are confident in developing and deploying predictive machine learning models.
I'm looking for an experienced graphic designer to bring life to a fun, engaging t-shirt design for a high school sports team. The graphic design you create should be original artwork using the colors of the highschool. The theme for this contest is High School Football for Wichita Falls High School. The team colors are black, red and white. The mascot for the team is the Coyote. You can learn more about the high school on their website at The artwork you create should have the words "Wichita Falls High School" and "Football" and optionally "Coyotes" incorporated into the graphic. The artwork should be vector, and usable with adobe illustrator such that it can be sized to fit on a tee-shirt. The design should ...
Detailed description of services provided: RF Test Analysis: We will begin with an in-depth analysis of the RF test results provided, to understand your antenna's current performance and identify areas for improvement to meet CE-RED and FCC certification requirements. Antenna Redesign: Following our analysis, it is clear that a revision of the antenna design is required to reduce transmit power at the 7217.00 MHz frequency. We therefore propose to redesign the antenna by adjusting its dimensions to achieve the required transmit power levels. Antenna import: If you already have a simulation file, we can import it directly into HFSS to speed up the redesign process. Otherwise, please provide us with your PCB's Gerber file, from which we can extract the antenna and i...
...Network (CNN) model built in Python that processes audio data preprocessed using Mel-frequency cepstral coefficients (MFCCs). The model currently delivers high accuracy results, but there's an issue - It consistently provides the same answer when applied to different inputs. I need an expert to investigate and resolve this issue, ensuring that the model provides accurate and varied predictions for different audio inputs. Key Requirements: - Review and diagnose the current CNN model. - Identify why the model outputs the same result for different inputs. - Implement necessary modifications to rectify the issue. - Ensure the model maintains its high accuracy while providing diverse predictions for different audio inputs. Ideal Skills and Exp...
...professional specializing in Selenium testing, to write and automate 1000 functional, regression, and performance test cases in a span of 10 days. Given the scope of the work, it is expected from interested freelancers to have: - Proficient knowledge around Selenium and its diverse testing capabilities. - Experience in creating and automating functional, regression, and performance test scripts. - A strong understanding of automation frameworks and testing methodologies. - The ability to complete the project in the stipulated 10 days. Although not expressly stated, proficiency in popular programming languages (Like Java, Python, C#, etc.) and the capability to execute test cases across various browsers and operating systems would provide an added advantage. Wi...
I need a skilled graphic designer to create a vibrant and eye-catching pull-up banner for my company. The primary goal of the banner is to attract attention at events. Mandatory Wording: - National High School Speech Competition - Words That Move, Ideas That Inspire Change. Key Requirements: 1. Colors: Green and Navy Blue (similar to logo) 2. Logo must be used. 3. Design Must Be Vertical Your tasks will include: - Designing a layout that is visually appealing and draws attention - Prioritizing the company logo in the design - Implementing the company color scheme effectively.
I'm seeking an expert in machine learning to assist in the development of a predictive model. - The model's main purpose is to predict an outcome based on a provided dataset. - The dataset available for training is historical sales data. - I would highly prefer a candidate who is proficient in Python for the implementation of the model. The successful candidate should have: - Strong knowledge and experience in machine learning model development. - Proven experience in Python programming, particularly in the context of machine learning. - Ability to work with historical sales data and use it to create a predictive model. If you're a skilled and experienced machine learning professional, I'd love to discuss this project further.
Seeking an expert to resolve a recurring issue in my AutoML pipeline, part of my Google Cloud Vertex AI setup. - The pipeline is a simple one without requiring any coding. It has been failing consistently after a short execution time. - The dataset being used is relatively small, which eliminates the possibility of resource scarcity. - The stage where the pipeline fails is during model training. Ideal candidates should be well-versed in Google Cloud Vertex AI and have a strong understanding of AutoML pipelines and their potential bottlenecks. Experience with debugging and resolving issues in AutoML pipelines will be a definite advantage.
We're in need of a talented graphic designer to create visually striking posters for our school's social media marketing campaigns. The main goal of these designs is to promote school events and share educational information. Key responsibilities include: - Designing promotional material in a professional and elegant style. - Ensuring the visual content aligns with our school's messaging and values. - Creating engaging and informative content for our Facebook, Instagram, and Twitter accounts. Ideal skills and experience for this project: - Proven experience in creating high-quality social media graphics. - Familiarity with modern and minimalist design principles. - Excellent understanding of the school's target audience. - Proficiency in using design software ...
I'm seeking a skilled 3D modeler proficient in AUTODESK to create a fully textured 3D model BEFORE 6TH MAY. The model will be utilized for prototype product visualization. I need an Extraordinary person who can MODEL THE DEVICE USING PROTOTYPE DESCRIPTIONS. The ideal freelancer for this project should have: - Proficiency in Autodesk for 3D modeling and simulation - Experience in product visualization - Ability to create high-quality, textured models - Strong attention to detail Please provide samples of your previous work in product visualization and 3D modeling along with simulation when applying. Thank you.
...PIPELINE Key Responsibilities: - Review and enhance the query performance - Optimize our large volume data handling - Analyze and understand the existing aggregation pipeline. - Identify potential bottlenecks and areas for optimization. - Implement efficient algorithms and techniques to enhance pipeline performance. - Ensure that the script returns data in less than 100 milliseconds. - Test and validate optimizations to ensure accuracy and reliability. - Document changes and provide recommendations for future enhancements. This project requires an expert with a deep understanding of manipulating and querying large datasets in a NoSQL environment. Requirements: Intermediate in Python programming language. Extensive experience with MongoDB aggregation pipelines. ...
there are 3 models in total but first let's start with one. i will give you the model in tflite and the front end. users need to put text description and the model with classify the description into 5 caragories and show in the frontend. all these will be locally done on device using local database in offline mode. please bid only if you agree to my budget of 25 euros for this and work immidiately.
I'm seeking a tutor who can guide me through finetuning a Large Language Model (LLM) and a General Language Model (GLM) on a high-performance computing system like Compute Canada's Graham cluster. Key Topics: - Model Architecture: I need to understand how to optimize and adapt the architecture of these models for specific tasks. This includes understanding the best practices for modifying the architecture and the implications of these changes on performance. - Hyperparameter Tuning: Assistance in identifying the most effective hyperparameters for the given task and how to adjust them on a high-performance computing system. Skills and Experience: - Strong command of Python, TensorFlow and PyTorch, as you will be helping me leverage these tools to perform the...
...extraction from PDF documents. 5. Develop a pipeline for document preprocessing, keyphrase extraction, and evaluation. **Methodology:** 1. **Data Collection and Preprocessing:** - Obtain the S20RC dataset containing scientific documents in PDF format. - Use GROBID for extracting text content from PDFs and preprocessing. 2. **Model Development:** - Fine-tune BERT models and explore unsupervised embedding techniques. - Develop a hybrid model combining BERT and unsupervised embeddings for keyphrase extraction. 3. **Evaluation:** - Split the dataset and evaluate the models using the F1 score metric. 4. **Results Analysis:** - Analyze keyphrase extraction results and compare with manual annotations. **Deliverables:** 1. Python code ...
