sweatSmile/starcoder-bucket
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amitk17
sweatSmile
AI & ML interests
Training LLMs • Prompt Engineering • Fine-tuning • Retrieval-Augmented Generation (RAG) • LoRA • NLP • Educational AI • Financial NLP • Chatbot Design • Model Deployment • Transformers • Open-Source Contributions
Recent Activity
published a bucket about 4 hours ago
sweatSmile/starcoder-bucket liked a model about 4 hours ago
bigcode/starcoder updated a model 3 months ago
sweatSmile/my-finetuned-gpt2-mediumOrganizations
Posts 4
Post
440
Just published a hands-on guide on building a Kubernetes cluster from scratch on AWS EC2 using kubeadm, no managed services, no shortcuts.
If you want to truly understand how the control plane and workers communicate, how pod networking works with Flannel, and how to lock down access with security groups ,then this is the kind of exercise that makes it click.
The guide covers a full 3-node setup (1 control plane + 2 workers) on Amazon Linux 2023, from instance provisioning all the way to deploying your first workload.
Read it here 👉 https://www.amitchoubey.dev/posts/kubernetes-cluster-aws-ec2-kubeadm/
If you want to truly understand how the control plane and workers communicate, how pod networking works with Flannel, and how to lock down access with security groups ,then this is the kind of exercise that makes it click.
The guide covers a full 3-node setup (1 control plane + 2 workers) on Amazon Linux 2023, from instance provisioning all the way to deploying your first workload.
Read it here 👉 https://www.amitchoubey.dev/posts/kubernetes-cluster-aws-ec2-kubeadm/
models 22
sweatSmile/my-finetuned-gpt2-medium
0.4B • Updated • 3
sweatSmile/Phi3-Mini-FinSight-FinancialQA
Text Generation • 4B • Updated • 4 • 1
sweatSmile/Gemma-2-2B-MedicalQA-Assistant
Text Generation • 3B • Updated • 3 • 1
sweatSmile/SmolLM-360M-CustomerSupport-Instruct
0.4B • Updated • 4 • 1
sweatSmile/DialoGPT-Financial-Wealth-Management-Advisor
Text Generation • 0.1B • Updated • 5 • 1
sweatSmile/DialoGPT-Financial-Market-Sentiment-Trading-Assistant
Text Generation • 0.1B • Updated • 11 • 5
sweatSmile/DialoGPT-FinTech-Investment-Banking-Assistant
Text Generation • 0.4B • Updated • 6 • 2
sweatSmile/DeepSeek-R1-Distill-Qwen-1.5B-Alpaca-Instruct
2B • Updated • 3 • 1
sweatSmile/HF-SmolLM-1.7B-0.5B-4bit-coder
Text Generation • 2B • Updated • 4 • 1
sweatSmile/Qwen3-4B-Dolly-Instruct
4B • Updated • 2 • 1
datasets 18
sweatSmile/neet-biology-qa
Viewer • Updated • 793 • 70 • 3
sweatSmile/FinanceQA
Viewer • Updated • 4.63k • 118 • 3
sweatSmile/neet-topics
Viewer • Updated • 2.13k • 3 • 3
sweatSmile/buddha-taught-qa
Viewer • Updated • 699 • 12 • 1
sweatSmile/medical-symptom-triage-csv
Viewer • Updated • 1.39k • 32 • 1
sweatSmile/medical-symptom-triage-structured
Viewer • Updated • 1.39k • 12 • 2
sweatSmile/medical-symptom-triage-conversational
Viewer • Updated • 1.39k • 197 • 1
sweatSmile/medical-symptom-triage
Viewer • Updated • 1.39k • 10 • 3
sweatSmile/sarcastic-dataset
Viewer • Updated • 720 • 5 • 3
sweatSmile/fin-reddit
Viewer • Updated • 100 • 13 • 1