You will get LLAMA-3.1 Fine tune using Unsloth
Project details
Fine-Tune Llama 3.1 for Specialized Tasks
Project Overview:
As a skilled AI engineer, I specialize in tailoring language models to specific applications. This project involves customizing Llama 3.1 for your unique needs. By fine-tuning the model on your dataset, we'll enhance its performance in [Your Target Task, e.g., "content generation, question answering, code completion"].
Key Deliverables:
Fine-tuned Llama 3.1: A model tailored to your task.
Detailed documentation: Explaining the process, hyperparameters, metrics, and deployment.
Ongoing support: Assistance post-project.
Your Input:
Target task: Clearly define the desired tasks.
Dataset: Provide a relevant, high-quality dataset.
Metrics: Specify how you'll measure performance.
Hardware: If applicable, share hardware constraints.
Methodology:
Data prep: Clean, preprocess, and format your dataset.
Model selection: Choose the right architecture and hyperparameters.
Fine-tuning: Train the model on your dataset.
Evaluation: Measure performance using your metrics.
Refinement: Iterate to optimize results.
Project Overview:
As a skilled AI engineer, I specialize in tailoring language models to specific applications. This project involves customizing Llama 3.1 for your unique needs. By fine-tuning the model on your dataset, we'll enhance its performance in [Your Target Task, e.g., "content generation, question answering, code completion"].
Key Deliverables:
Fine-tuned Llama 3.1: A model tailored to your task.
Detailed documentation: Explaining the process, hyperparameters, metrics, and deployment.
Ongoing support: Assistance post-project.
Your Input:
Target task: Clearly define the desired tasks.
Dataset: Provide a relevant, high-quality dataset.
Metrics: Specify how you'll measure performance.
Hardware: If applicable, share hardware constraints.
Methodology:
Data prep: Clean, preprocess, and format your dataset.
Model selection: Choose the right architecture and hyperparameters.
Fine-tuning: Train the model on your dataset.
Evaluation: Measure performance using your metrics.
Refinement: Iterate to optimize results.
AI Algorithms
AdaBoost, Convolutional Neural Network, Feedforward Neural Network, Large Language Model, Multilayer Perceptron, Recurrent Neural Network, Self-Organizing Map, Variational AutoencoderAI Applications
AI Chatbot, AI Mobile App Development, AI Text-to-Image, AI Text-to-Speech, AI-Enhanced Medical Imaging, AI-Generated Art, AI-Generated Music, Conversational AI, Image Processing, Machine Translation, Neural Machine Translation, Neural Style TransferAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, GitHub Copilot, NVIDIA AI Platform, PyTorch, TensorFlowAI Models
BLOOM, GPT-3, GPT-Neo, LLaMAWhat's included $1,500
These options are included with the project scope.
$1,500
- Delivery Time 3 days
- AI Model Integration
- Batch Normalization
- Model Deployment
- Model Documentation
- Model Monitoring
- Model Testing & Optimization
- Model Tuning
- NLP Tokenization
- Pre-Training
- Setup File
- Source Code
Optional add-ons
You can add these on the next page.
Fast 1 Day Delivery
+$2,500
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David K.
Feb 14, 2025
30 minute consultation
Zain is amazing to work with & knows how to work well with tech novices such as myself! :-)
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David K.
Jan 31, 2025
30 minute consultation
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David K.
Jan 24, 2025
30 minute consultation
Another great call!! Very excited to continue working with Zain!
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Tracey J.
Jul 19, 2024
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Zain is a VR rockstar! Fixed a nasty bug in our multiplayer project with the Meta XR SDK. Super professional, great communication, and a problem-solver extraordinaire. Highly recommend!
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Janet J H.
Jul 12, 2024
Expert Mixed Reality/Metaverse developer to develop an Apple vision Pro App
Zain is a lifesaver! He fixed a tricky bug in my Apple Vision Pro code on GitHub. Great communication, fast work, and definitely knows his stuff. Highly recommend!
About Zain
AI Engineer | AI Developer | Generative AI | Machine Learning-LLMs-NLP
100%
Job Success
Barking, United Kingdom - 1:50 pm local time
With over 8 years of experience, I specialize in cutting-edge AI and Machine Learning technologies, including Generative AI, Large Language Models (LLMs) like GPT-4, ChatGPT, Llama, Claude, Falcon, and Mistral. My expertise spans across NLP (Natural Language Processing), Deep Learning with TensorFlow, PyTorch, Keras, Computer Vision using OpenCV, YOLOv5, Faster R-CNN, and advanced AI frameworks like Hugging Face, LoRa, Flux LoRa, ComfyUI, and Mojo Programming Language. I’m skilled in deploying AI solutions on leading platforms like AWS SageMaker, Google Cloud AI, Azure ML, and Runpod, ensuring robust, scalable, and high-performing AI applications. Let’s drive innovation with state-of-the-art AI technology together! 🌟
📞 𝐅𝐫𝐞𝐞 𝟑𝟎-𝐦𝐢𝐧𝐮𝐭𝐞 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐚𝐭𝐢𝐨𝐧
🏆 8+ Years of Expertise in AI Development & Machine Learning
✅ Generative AI: Proficient with DALL-E, MidJourney, Stable Diffusion, ComfyUI, Eleven Labs, GANs, VAEs, Score-Based Generative Models, Sora
✅ Large Language Models (LLMs): Skilled in GPT-3, GPT-4, ChatGPT, Llama, Claude, Falcon, Mistral, Grok (X by Elon Musk), Proplexity AI, BLOOM, GLaM (Google's Generalist Language Model), T5, Meena (Google)
✅ NLP: Expertise with Hugging Face, BERT, RoBERTa, T5, XLNet, GPT-Neo, UL2 (Unifying Language Learning), SpaCy
✅ Deep Learning: Mastery of TensorFlow, PyTorch, Keras, MXNet, ONNX (Open Neural Network Exchange), CNNs, RNNs, Transformers, Autoencoders
✅ Computer Vision: Expert in Object Detection, Image Segmentation, OCR, OpenCV, YOLOv5, YOLOv8, Faster R-CNN, Mask R-CNN, ViT (Vision Transformers)
✅ Advanced Techniques: Federated Learning, Reinforcement Learning (RL), Transfer Learning, Multimodal AI, XAI (Explainable AI), Ethical AI, Neural Architecture Search (NAS)
🎨 Technologies & Frameworks
🔧 Hugging Face | LoRa | Flux | Flux LoRa | ComfyUI | OpenAI API
🔧 Python | Mojo Programming | C++ | CUDA | Java | R | Rust
🔧 Node.js | React.js | Next.js | Vue.js | TypeScript
🔧 AWS SageMaker | GCP AI Platform | Azure ML Studio | Runpod | IBM Watson
🔧 MLOps: MLflow, DVC, Tecton, Weights & Biases, Kubeflow
🔧 Cloud & Edge AI: AWS, GCP, Azure, IBM Cloud, Oracle Cloud, Alibaba Cloud, TensorFlow Lite, NVIDIA Jetson, Intel OpenVINO, AWS Greengrass
📞 Industry Applications
🏥 Healthcare: HIPAA-compliant AI, Medical Imaging, MONAI, BioBERT
💰 Finance: Fraud Detection, Algorithmic Trading, Credit Scoring, AI-Driven Risk Management
🛒 Retail & E-commerce: Recommendation Engines, Customer Segmentation, Demand Forecasting, Personalized Marketing
⚖️ Legal: Document Analysis, Contract Review, Regulatory Compliance, AI-Powered Legal Research
🚀 Programming Languages & Tools
🛠️ Python: PyTorch, TensorFlow, Scikit-Learn, XGBoost, LightGBM, CatBoost, Dask
🛠️ JavaScript: Node.js, React.js, Vue.js, Angular, Svelte
🛠️ R: caret, randomForest, gbm, shiny, RStudio
🛠️ C++ & CUDA: High-Performance Computing, Kernel Development
🛠️ Java: Apache Spark, Hadoop, Weka
🛠️ Rust & Go: Developing high-performance, concurrent AI applications
🌐 AI Infrastructure & Deployment
📡 Cloud AI: AWS SageMaker, GCP AI Platform, Azure ML Studio, IBM Watson, Oracle Cloud AI, Alibaba Cloud
📡 Edge AI: TensorFlow Lite, NVIDIA Jetson, Intel OpenVINO, AWS Greengrass, Edge Impulse
📡 AI Platforms: Google Vertex AI, Azure Synapse Analytics, Databricks, H2O.ai, DataRobot
🌱 Continuous Learning & Innovation
🎯 Cutting-Edge Research: NeurIPS, ICML, CVPR, AAAI
🎯 Community Engagement: Open-source Contributions, Hackathons, AI Conferences, Kaggle Competitions
My expertise spans across various tasks including Multimodal AI, Computer Vision (e.g., Image Classification, Object Detection, Depth Estimation), and Natural Language Processing (NLP) tasks such as Text Classification, Text Generation, Translation, and Summarization. I am proficient in handling Zero-Shot Learning scenarios, including Zero-Shot Classification and Zero-Shot Object Detection. My work also extends to Audio Processing, including Text-to-Speech, Automatic Speech Recognition (ASR), and Audio Classification, utilizing top models like openai/whisper-large-v3 and Mozilla/whisperfile.
I have implemented models such as meta-llama/Meta-Llama-3.1-8B, nvidia/Mistral-NeMo-Minitron-8B-Base, NousResearch/Hermes-3-Llama-3.1-8B, and ai21labs/AI21-Jamba-1.5-Large for Text Generation tasks. My projects have leveraged Text-to-Image models like stabilityai/stable-diffusion-3-medium, black-forest-labs/FLUX.1-dev, XLabs-AI
🌟 Why Work With Me?
🔍 Client-Centric: Focused on delivering AI solutions that drive business growth and innovation.
🔍 Transparent Process: Clear communication, timely updates, and collaborative development.
🔍 Results-Driven: Delivering AI solutions that optimize operations and enhance user experience.
Let’s connect and explore how we can turn your AI vision into a reality!
Steps for completing your project
After purchasing the project, send requirements so Zain can start the project.
Delivery time starts when Zain receives requirements from you.
Zain works on your project following the steps below.
Revisions may occur after the delivery date.
Phase 1: Project Initiation and Planning
A detailed discussion to understand the client's specific requirements, goals, and expectations for the fine-tuned Llama 3.1 model.
Phase 2: Data Preparation and Preprocessing
Identifying and addressing any inconsistencies, errors, or missing values in the dataset.