#Len Function Examples

Today we go deeper into LLM. #ai #backpropagation #llm #predictionmodels

Beautiful structure and function of human lens of eye The human eye lens is a transparent, flexible structure that focuses light onto the retina for clear vision. 👁️✨ #EyeAnatomy The crystalline lens changes shape to help us see near and far objects – this process is called accommodation. 🔎👀 A healthy eye lens means sharp vision. Protect your eyes and understand the science behind sight. 💙 The eye lens works with the cornea to bend light and create clear images on the retina. 🧠👁️ The structure of the human eye lens includes a capsule, cortex, and nucleus – perfectly designed for precise vision. 📚 Cataract occurs when the eye lens becomes cloudy, affecting vision clarity. Early care is key. ⚕️ Learning about the human eye lens structure helps us understand how vision works. 👁️🔬 Small but powerful – the eye lens plays a major role in focusing and visual clarity. ✨ #HumanEye #EyeLens #VisionScience #Ophthalmology

Comment for link #contactlensremover #contactlens #eyelens #lansapplytool

Lens maker formula

lence application ❤️follw me for more #makeupartist #makeup #mua #makeuptutorial #beauty #makeuplover #makeuplooks #makeupaddict #bridalmakeup #makeupwisuda #wedding #makeupideas #makeupwedding #makeuplook #fashion #weddingmakeup #photography #makeupoftheday #bride #love #model #beautiful #makeupnatural #muajakarta #instagram #instagood #makeupparty #wakeupandmakeup #hudabeauty #maccosmetics

1 Memory trick for Remembering 6 Lens Ray Diagrams. Check out this amazing trick to remember light ray diagrams of Lens. Follow for more. #class10 #mnemonics #boardexams #tricks #cbse #science

Chatbot for FAQs Fine-tune a pretrained LLM to answer domain-specific questions (e.g., product FAQs). Tech Stack: Python, HuggingFace Transformers, PyTorch, Datasets LegalDoc Assistant Fine-tune GPT/LLaMA on legal text to summarize contracts or answer legal queries. Tech Stack: HuggingFace, PyTorch, LangChain, PDF parsing libraries Code Completion Model Fine-tune CodeLlama or CodeT5 on a repo of code for auto-completion and suggestions. Tech Stack: HuggingFace, PyTorch, Tokenizers, GitHub API Emotion-Aware Chatbot Fine-tune an LLM to recognize emotions in messages and respond empathetically. Tech Stack: PyTorch, HuggingFace, GoEmotions Dataset, PEFT (LoRA/Adapters) Summarization Model Fine-tune BART or T5 to summarize articles, meeting notes, or emails. Tech Stack: HuggingFace, PyTorch Lightning, Datasets Customer Review Analyzer Fine-tune a small LLM on product reviews to generate insights, sentiment, or suggestions. Tech Stack: Transformers, PyTorch, Pandas, Sklearn Domain-Specific RAG Model Fine-tune an LLM to retrieve and answer questions from your company’s knowledge base. Tech Stack: LangChain, ChromaDB/FAISS, HuggingFace, PyTorch TinyGPT for Chat Fine-tune a small GPT model on your own chat logs for personal assistants. Tech Stack: PyTorch, HuggingFace, Tokenizers, WandB #datascience #machinelearning #womeninstem #learningtogether #progresseveryday #tech #consistency #ai #llm #largelanguagemodels

Here’s a quick little tutorial on how to contact lens when the contact lenses are as big as a cookie.

তোমরা রিসেন্টলি আমাকে অনেকে বলেছো পাওয়ার্ড লেন্স কিভাবে পড়া যাবে এবং কি কি সতর্কতা মানা দরকার তা নিয়ে আজকে একটা ডিটেইলস এ ভিডিও শেয়ার করলাম,ভিডিও টা একটু লং হয়ে গিয়েছে বাট আমি ট্রাই করেছি মোটামুটি সব ইনফরমেশন দাওয়ার ।ভালো লাগলে লাইক ফলো দিতে ভুলবেনা আপুরা 🥹✨ Lens Lounge BD LensCart . . : . . . #fypシ゚ #makeup #lens #lenseschallenge #lensachallenge lensculturestreets lensculture lensculturestreets foryouシ reelsvideoシ reelsviralシ viralreelschallenge viralreelsシ

The man who helped build modern AI just raised $1B to prove it’s all wrong 🏆 Yann LeCun (Turing Award winner and ex-Meta AI chief) just closed a $1B seed round at a $3.5B valuation for his new startup AMI 🧠 His thesis is that LLMs are just pattern matchers that predict text, and they’ll never get us to real intelligence 🌍 AMI is building “world models” - systems that learn from video, spatial data, and real-world interactions using a framework called JEPA #meta #yannlecun #startup #aimodel #tech

लेंस का प्रयोग 😇😇 #trending #tradingforex #trending😇

Here’s how to build your own LLM app: Make a simple PDF Q&A chatbot in 6 steps ⬇️ 💡 Problem: Ask questions over any PDF — your resume, research paper, legal doc, etc. 👩‍💻 What you’ll build: A chatbot that understands your document and gives GPT-powered answers. ⸻ 🔧 Step-by-step: 1. Get OpenAI API access & run a test prompt using openai.ChatCompletion.create(). 2. Load your PDF + chunk it Use PyMuPDF or LangChain’s UnstructuredPDFLoader. 3. Create embeddings & store them Use OpenAI’s text-embedding-3-small + FAISS (vector DB). 4. Build a RAG pipeline → Retrieve top-matching chunks → pass them into your GPT prompt. 5. Add a UI Use Gradio or Streamlit for a clean textbox + output app. 6. Deploy it HuggingFace Spaces or Streamlit Cloud — free & shareable. ⸻ 🚀 Bonus: Use LlamaIndex instead of LangChain if you want something even more minimal for beginners. #llm #openaiapi #langchain #gradio #streamlit #pythonprojects #gptbuilder #ragpipeline #buildinpublic #aiproject #aibuilder #techreels #learnai #aiapp #gptapp #llmproject #100daysofai