Llama 2 jobs

...speed, memory usage, and modularity. • Explanations must be actionable: highlight current bottlenecks, show improved snippets, and justify each change so I can learn from the process. • The model or pipeline should handle real-world projects of moderate size without timing out or flooding me with irrelevant lint-style warnings. • Solutions leveraging open-source LLMs (e.g., GPT-J, LLaMA 2, Code Llama) or a clever orchestration of existing APIs are welcome, as long as latency stays practical and privacy is respected; any fine-tuning steps should be reproducible. • Include a straightforward way to update the knowledge base so the agent improves as our code standards evolve. Acceptance criteria: the agent runs locally on macOS/Linux, delive...

...speed, memory usage, and modularity. • Explanations must be actionable: highlight current bottlenecks, show improved snippets, and justify each change so I can learn from the process. • The model or pipeline should handle real-world projects of moderate size without timing out or flooding me with irrelevant lint-style warnings. • Solutions leveraging open-source LLMs (e.g., GPT-J, LLaMA 2, Code Llama) or a clever orchestration of existing APIs are welcome, as long as latency stays practical and privacy is respected; any fine-tuning steps should be reproducible. • Include a straightforward way to update the knowledge base so the agent improves as our code standards evolve. Acceptance criteria: the agent runs locally on macOS/Linux, delive...

...speed, memory usage, and modularity. • Explanations must be actionable: highlight current bottlenecks, show improved snippets, and justify each change so I can learn from the process. • The model or pipeline should handle real-world projects of moderate size without timing out or flooding me with irrelevant lint-style warnings. • Solutions leveraging open-source LLMs (e.g., GPT-J, LLaMA 2, Code Llama) or a clever orchestration of existing APIs are welcome, as long as latency stays practical and privacy is respected; any fine-tuning steps should be reproducible. • Include a straightforward way to update the knowledge base so the agent improves as our code standards evolve. Acceptance criteria: the agent runs locally on macOS/Linux, delive...

...rhinitis, Type 2 diabetes or a paraneoplastic syndrome. Keeping knowledge current Updates should be automated and offline-friendly. The agent needs a scheduled routine that pulls new data from major medical journals, government health databases and recent clinical trial results, folds that information into the local store, and re-indexes without me touching a command line. Install & hosting requirements • One-click installer for Windows 10+ laptops and a signed .dmg for recent macOS versions. • No external calls once installed; all inference and storage stay on the device. • Resource footprint light enough for a mid-range laptop (8 GB RAM) yet scalable if the clinic later migrates to a server. Deliverables 1. Installation packages (.exe / .dmg) wit...

...Feature engineering * Model evaluation and validation * Time series forecasting (preferred) * Statistical analysis and experimentation * Experience with: * Python * Pandas * NumPy * Scikit-learn * XGBoost / LightGBM / CatBoost * Strong SQL skills and experience working with large datasets. ### Generative AI Hands-on experience with: * Large Language Models (OpenAI, Claude, Gemini, Llama, etc.) * Multi-agent architectures * RAG systems * Prompt engineering * Tool calling / Function calling * Structured outputs * Context management * Memory architectures * Vector databases such as Pinecone, Qdrant, Weaviate, Milvus, Chroma, or FAISS * Embeddings and semantic search * Hybrid retrieval and reranking Experience with one or more frameworks: * LangGraph * LangChain...

...suitable AI models and frameworks * Design a modular, scalable system * Estimate development phases, timeline, and cost * Help prepare a technical roadmap suitable for investors and future development Experience with any of the following would be valuable: * Computer Vision (YOLO, RT-DETR, etc.) * OCR (PaddleOCR, EasyOCR) * Speech-to-Text (Whisper) * Text-to-Speech (Piper or similar) * LLMs (Gemma, Llama, Qwen, etc.) * Edge AI and embedded systems * AI system architecture **Current Stage** This project is currently at the MVP planning stage. We are actively seeking funding and strategic partnerships before beginning full-scale development. If you've worked on AI assistants, computer vision systems, robotics, wearable technology, or real-time AI applications, I'd lo...

I'm seeking a talented illustrator to create engaging, Pixar-inspired artwork for my children's book titled "Slow, Poke & Dude Try Out a Farm." The story features a cast of adorable animal characters, including a hedgehog, llama, capybara, and sloth. ### Requirements: - Illustrations should capture the whimsical and imaginative essence of Pixar animations. - Style should appeal to young children and their parents. - Ability to bring unique animal characters to life in a captivating way. ### What I need illustrated: * **32 interior pages total** * **1 front cover** * **1 full wraparound paperback cover**: back cover + spine + front cover * Optional: character sticker/cutout files for future marketing ### Interior page format: Each interior page should be: *...

...help me build the MVP (first version) of an AI-powered mental health chatbot. The chatbot should provide supportive and empathetic conversations in both Arabic and English. It is designed to help users who need emotional support, while clearly stating that it is not a replacement for a licensed mental health professional. Required Features Python (Flask) HTML, CSS, JavaScript Ollama integration (Llama 3, no OpenAI API) Smart conversational AI (not keyword-based) Arabic & English support User registration and login Save chat history for each user SQLite database Responsive and modern UI Future Features (Not required in this phase) Voice conversations Mood tracking Emotion analysis AI avatar Mobile application Premium subscription system Notes The code should be clean, well-str...

...ENGINEER – PART-TIME (7–10 DAY PROJECT) Long-term role for the right person. We are deploying a full AI ecosystem with LLMs, memory systems, search, video generation, and creative tools. We need a Python AI Engineer to deploy the AI core on production infrastructure. This is a PRODUCTION deployment role – NOT research. --- WHAT YOU'LL DO: · Deploy vLLM inference servers on RunPod GPU pods (Llama 3.3 70B, Qwen 2.5 Coder 32B, DeepSeek R1 32B, BGE-large) · Set up OpenAI-compatible API endpoints, VRAM management, Flash Attention, health checks · Build Memory Service (FastAPI) – embeddings with BGE, vector storage with Qdrant, similarity search · Build Brain Gateway (FastAPI) – router for LLM requests, orchestration, ...

...**Training Topics** 1. Introduction to AI, Generative AI & LLMs 2. How LLMs Work (Training, Fine-Tuning, RAG, Embeddings, Vector Databases) 3. Open-Source vs Enterprise LLMs 4. Building a Private/Custom LLM for Business Use 5. Infrastructure & Deployment Options (Cloud, On-Premise, Hybrid) 6. AI Data Security, Governance & Compliance 7. Practical Use Cases for Engineering, Technical Documentation, Tendering & Pre-Sales 8. Prompt Engineering & AI Workflows 9. Microsoft Copilot, Azure OpenAI & Enterprise AI Platforms 10. Hands-On Demonstration and Q&A **Trainer Requirements** * Strong expertise in LLMs and Generative AI * Experience building or deploying custom/private AI solutions * Knowledge of Azure OpenAI, Microsoft Copilot, OpenAI, Llama, ...

...de perder su energía en una vida que no corresponde con su Ser. Símbolo central del personaje El símbolo del personaje Yo, la Energía es: La Semilla-Cauce Debe representarse como una semilla luminosa, orgánica y vertical, atravesada por un cauce central. La parte inferior debe sugerir raíz; la parte superior, brote, ascenso o apertura. El centro puede contener un núcleo de luz, punto o pequeña llama abstracta. Elementos simbólicos: Semilla: esencia, origen, identidad profunda, potencia viva. Raíz descendente: retorno, cuerpo, sostén, memoria, conexión con lo real. Cauce vertical: dirección, propósito, orden, flujo interior. Brote ascendente: función, crecimiento, expansi&oacu...

...variable-layout text PDFs and save them cleanly into a database via a structured schema. Requirements & Technical Constraints: No Third-Party APIs: We cannot use OpenAI, Gemini, Claude, or any external APIs due to strict data privacy rules. The entire system must run completely offline on a local server. Tech Stack: Python, PyMuPDF (or pdfplumber), and Ollama running a local model (such as Qwen2.5-7B or Llama-3.1-8B). Variable Layouts: The documents have similar text data but the visual layouts, formatting, and specific wording change significantly from file to file. Traditional coordinate-based PDF parsing will not work. Structured Output: The local LLM must be configured using Pydantic or Ollama’s structured JSON output feature to guarantee a strict schema respon...

...leaning toward Llama, with text generation as the primary use case, but I’m open to your professional advice if another model proves clearly superior. Scope of work • Recommend the best open-source LLM variant for my goals. • Install and configure the model on my Linux server (SSH access provided). • Detail exact hardware requirements and performance expectations. • Walk me through basic prompting so I can see it running in real time. • Explain Retrieval-Augmented Generation (knowledge-base integration) and show a simple example. • Cover built-in and add-on translation capabilities. • Outline options for fine-tuning or further training. • Provide a repeatable checklist so I can clone the setup for future clients. Del...

I'm seeking an AI chatbot, powered by Llama, to be deployed on my website. This chatbot should be trained specifically on Malaysian employment law using data from government websites. The chatbot will need to handle the following tasks: - Answering general inquiries about employment law. - Providing legal advice based on user inputs. - Offering resources and links to legal documents. Ideal Skills and Experience: - Experience in AI development, particularly with Llama or similar models. - Familiarity with Malaysian employment law. - Ability to integrate the chatbot into a website. - Strong background in natural language processing and understanding user inputs. Please provide examples of similar work done and a timeline for completion.

should Build agentic workflows using LangChain/LangGraph and similar frameworks. • Develop autonomous agents for data validation, reporting, document processing, and domain workflows. • Deploy scalable, resilient agent pipelines with monitoring and evaluation. GenAI Application Engineering • Develop GenAI applications using models like GPT, Gemini, and LLaMA. • Implement RAG, vector search, prompt orchestration, and model evaluation. • Partner with data scientists to productionize POCs. Data & Platform Engineering • Build distributed data pipelines (Python, PySpark). • Develop APIs, SDKs, and integration layers for AI-powered applications. • Optimize systems for performance and scalability across cloud/hybrid environments. MLOps / LLMOps &...

...accuracy, safety, reliability, and performance. * Stay updated with the latest advancements in LLMs, RAG, AI agents, and applied generative AI. ## Required Qualifications * Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, AI, Statistics, Engineering, or a related field. * 2+ years of experience in data science, machine learning, AI engineering, or applied NLP. * Hands-on experience building applications using LLMs such as OpenAI, Anthropic, Gemini, Llama, Mistral, Qwen, or similar models. * Strong Python programming skills. * Experience with RAG pipelines, embeddings, vector databases, and retrieval systems. * Experience with at least one framework such as LangChain, LlamaIndex, Semantic Kernel, AutoGen, CrewAI, Hay...

...accuracy, safety, reliability, and performance. * Stay updated with the latest advancements in LLMs, RAG, AI agents, and applied generative AI. ## Required Qualifications * Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, AI, Statistics, Engineering, or a related field. * 2+ years of experience in data science, machine learning, AI engineering, or applied NLP. * Hands-on experience building applications using LLMs such as OpenAI, Anthropic, Gemini, Llama, Mistral, Qwen, or similar models. * Strong Python programming skills. * Experience with RAG pipelines, embeddings, vector databases, and retrieval systems. * Experience with at least one framework such as LangChain, LlamaIndex, Semantic Kernel, AutoGen, CrewAI, Hay...

...have a RunPod GPU instance waiting and need a clean, production-ready setup of an open-source large language model that will power a technical-support chatbot. Here’s what has to happen: • Provision the RunPod container (CUDA drivers, Python, Hugging Face Transformers, LangChain, bitsandbytes, etc.) and verify the GPU is fully utilized. • Load and configure an open LLM (I’m leaning toward Llama-2 or similar; suggestions welcome) with the right quantization to fit the available VRAM while maintaining answer quality. • Expose a secure REST or WebSocket endpoint—FastAPI is fine—so my front-end can pass user queries and receive streamed responses. • Add basic retrieval-augmented generation hooks so the bot can reference m...

I’m building a new YouTube channel devoted to animated supernatural horror tales and I need a creative 2D animator who can become my long-term partner. Think of the mood you find on channels such as Llama Arts or Wansee Entertainment—dark yet stylish, more unsettling than gory, always driven by an eerie story and punctuated with just-right sound design. That’s exactly the vibe I’m after. Here’s the framework we’ll follow: • Format: 2D animation only. You may use Toon Boom, Adobe Animate, After Effects, or any pipeline you’re comfortable with as long as the final result is smooth and broadcast-ready. • Focus: Above all else, the piece must radiate a scary atmosphere. Lighting, colour grading, pacing, and audio cues should all wo...

ENGLISH We are looking to redesign and modernize the logo for our business ... símbolos, íconos o versiones más limpias y memorables. Nos interesan especialmente diseños con tonos rojos, negros y combinaciones que transmitan sabor, fuego, energía, rapidez y calidad. El logo debe funcionar bien para local físico, redes sociales, packaging, letreros, uniformes y futuras aplicaciones de marca. Buscamos una identidad visual fuerte, moderna y fácil de recordar. La marca se llama Recomiendo, inspirada en la idea de que, una vez que pruebas la comida, la vuelves a comer y también la recomiendas. El nombre juega con el concepto de “re-comer”: repetir por sabor, calidad y antojo. Queremos que el logo transmita una marca q...

...lightweight local inference. The deliverable is production‑ready code, deployment scripts, documentation, and a short training session. Scope of Work Build and deploy an Operations Agent that automates client intake, document tracking, and status notifications. Integrate agent with email, Google Drive, Stripe, and calendar (or equivalent). Use open‑source models or hosted endpoints (examples: Qwen, Llama 3.x, DeepSeek variants) and an agent framework (AutoGen, LangGraph, or similar). Provide CI/test scripts, security controls, and deployment instructions. Success Metrics Agent completes client intake flow end‑to‑end with < 5% failure rate on test inputs. Response latency under 3s for hosted calls; under 10s for local CPU inference on test hardware. Automated test suit...

...Export enriched results as CSV SETUP ORDER ----------- 1. Run in Supabase SQL Editor 2. Import contacts (if not done): pip install supabase python-dotenv python --file --limit 500 3. Install and run locally: pip install -r python Test: http://localhost:5001/health 4. Open HTML files: - Search + AI Enrichment - Launch campaigns - Monitor live pipeline DEPLOY TO PYTHONANYWHERE (FREE, ALWAYS ON) ------------------------------------------ 1. -> Create free Beginner account 2. Files tab -> Upload: + 3. Consoles -> Bash: mkvirtualenv --python=/usr/bin/python3

...well enough to set it up and support clients confidently. The end users are small accounting firms (3–20 staff) who handle sensitive financial data and cannot use cloud AI tools for compliance reasons. What I need from you: Build a pre-configured local AI package I can deploy repeatedly at different client sites with minimal technical steps Choose and configure the right open-source model (e.g. Llama 3, Mistral, Phi-3) for accounting-related tasks Make it usable for non-technical accounting staff — simple interface, no command line Document everything clearly — step-by-step install guide written for a non-developer Coach me via video calls so I understand what I'm installing, can troubleshoot common issues, and can answer basic client questions Be avail...

...close to zero. I am therefore leaning toward open-source or very low-cost models (e.g. Llama 3, Mistral, Ollama, LocalAI) running on my own VPS or a lightweight managed service. If you can demonstrate that a small-tier commercial plan (Gemini Pro Lite, OpenAI 3.5 free quota, etc.) fits the cost target, I am open to it, but the default should be free/open. TECH STACK FACTS • Current agent: Python command line • Repo includes basic vector-store retrieval but no production DB • My site: sanilla HTML/JS front end (can be adjusted) • Hosting: Ubuntu server with SSH access and Docker installed WHAT I NEED FROM YOU 1. Review the GitHub code and confirm what, if anything, must be refactored for production. 2. Select and configure an appropriate mod...

...Proven experience designing and building agentic, multi-agent systems that can perform reasoning and planning using frameworks such as LangChain, LangGraph, CrewAI, or similar. Programming & ML Foundations: Strong Python expertise with hands-on experience in AI/ML libraries such as PyTorch, TensorFlow, and Scikit-learn. Model & Platform Versatility: Experience working with open-source LLMs (e.g., LLaMA, Mistral) and proprietary platforms/APIs (e.g., OpenAI GPT, Google Gemini, Azure OpenAI). Cloud AI Platforms: Experience with AI/ML services on any major cloud platform (Vertex AI, SageMaker, Azure ML). Preferred Skills Cloud-Native Systems: Experience building scalable systems using Docker, serverless, and managed cloud services. API & Backend Engineering: Experience...

...Agentic AI: Proven experience designing and building multi-agent systems capable of reasoning and planning using frameworks such as Lang Chain, Lang Graph, Crew AI, or similar. Programming & ML Foundations: Strong Python expertise with hands-on experience in AI/ML libraries such as Py Torch, TensorFlow, and Scikit-learn. Model & Platform Versatility: Experience working with open-source LLMs (e.g., LLaMA, Mistral) and proprietary platforms/APIs (e.g., OpenAI GPT, Google Gemini, Azure OpenAI). Cloud AI Platforms: Experience with AI/ML services on major cloud platforms such as Vertex AI, SageMaker, or Azure ML. Preferred Skills Experience building scalable cloud-native systems using Docker, serverless architectures, and managed cloud services. Strong API and backend engine...

...Required - Autonomous Agents - Tool-calling workflows - Multi-agent architectures and design patterns - Local / Private AI deployments - Advanced reasoning and orchestration beyond prompt engineering - Strong understanding of selecting and applying AI models based on specific use cases --- AI Models & Tools (Hands-on Experience Preferred) - Qwen 3.6, GLI, Gemma 4 - Qwen Next Coder, GPT-OSS, Llama 4 - Claude Code, Gemini CLI, Codex 5.4 - Sonnet 4.6 / 4.7, Gemini Pro, ClawBot --- Must-Have - Experience in Payment Integrity domain - Strong expertise in Kafka (mandatory) --- Nice to Have - Experience with Windsurf, Cursor, or GitHub Copilot --- Interested candidates can reach out via Freelancer chat for further details. #Hiring #DataEngineer #AIEngineer #DataScience ...

...always “text from images,” never scanned PDFs or live handwriting. • AI logic: Pass the recognised string to a simple question-answer routine (OpenAI API, Llama .cpp, or any efficient model you prefer) and return a concise, single-sentence reply. No lengthy explanations are needed. • Display: Push that reply to a 128×64 (or similar) monochrome OLED over SPI/I²C using the common SSD1306 driver. Text must be readable and auto-wrap if longer than the screen width. • Repeat or exit cleanly on Ctrl-C. Acceptance criteria 1. A single CLI command (e.g., python3 ) initiates the whole flow and prints any debug messages to the terminal. 2. Accuracy: OCR reliably captures printed text that is at least 10 pt and well lit. 3. AI respon...

Go to and download final evolution ai. (It's free ignore the thankyou for purchasing things). This way you can see what we are dealing with here. I need this annoying 2 hour long installation video gone, I need a packaged .exe so users can simply click and run the program. obviously all folders and files will be alongside the .exe contained in root folder. however there is also visual studio msvc and ffmpeg dependancies amongst others.... I can not sell this software unless it is in an .exe, exe does not need to be digitally signed, i can make a video teaching them how to "more info>run anyway", test out the software it needs to have everything working. the professional webmaster toolkit within the software is already in .exe format, I did that

...Automated Report & Form Generation: User describes requirements → AI generates complete reports in Word/PDF format with tables, charts, and summaries. Knowledge Management: Multiple document collections (workspaces), filtering by department, year, document type, etc. Conversation History & Memory. High Security: All data stays on local server/machine. Preferred Technology Stack: LLM: Ollama (Qwen3, Llama 3.1/3.3, or any strong Vietnamese-supported models). Framework: LangChain or LlamaIndex. Vector Database: ChromaDB, FAISS, or LanceDB. Embedding Model: nomic-embed-text or equivalent. Frontend: Streamlit, Gradio, Open WebUI, or AnythingLLM. Report Export: python-docx, WeasyPrint, ReportLab, Jinja2. Requirements for Freelancer: Proven experience building Local LLM...

Project Overview This project focuses on building: LLM-powered systems that take actions, not just generate outputs Autonomous agent architectures that interact with tools, APIs, and data pipelines A scalable AI system capable of real-world execution and decision-making What You’ll Be Building LLM-powered applications (OpenAI, Anthropic, LLaMA, Mistral) RAG pipelines (retrieval, hybrid search, re-ranking) Agent systems using LangChain / LangGraph Tool-use systems (API integrations, external tools) Data ingestion + retrieval pipelines Monitoring, logging, and evaluation systems Key Responsibilities Architect and develop scalable AI systems Design and optimize RAG pipelines Build and manage multi-agent workflows Improve latency, cost, and performance Implement evaluation fra...

...responsiveness Stable and reliable for daily use Integration Goals: I primarily use Quantower for trading, so the AI should be able to: Help analyze market data (manually input or pasted) Assist with trade ideas, summaries, and strategy insights Ability to connect or interact with Quantower tools via. As Much Access As possible. Technical Preferences (Flexible): Open-source models preferred (e.g., LLaMA-based or similar) Local model management (download, load, switch models if needed) Simple installer or packaged environment (Docker, executable, or similar) What I Do NOT Want: Cloud-based AI systems Anything requiring subscriptions or token-based billing Overly complex setup or maintenance End Goal: A local AI assistant on my PC that behaves similarly to the built-in AI ex...

I am looking for a versatile professional or a small team to handle a multi-stage digital project. This involves web development, AI integration, and brand identity design. Key Requirements: E-commerce Website: Build a fully functional, mobile-respons...product descriptions and blog posts within the platform. Logo & Brand Design: Create a unique, professional logo and brand guidelines that reflect a modern digital business. Technical Skills Needed: Frontend: React.js, , or similar modern frameworks. Backend: Node.js, Python, or Supabase/Firebase. Design: Adobe Illustrator, Photoshop, or Figma. AI: Experience with API integrations (GPT-4/Llama). Deliverables: Complete source code with documentation. High-resolution logo files (SVG, PNG, AI). Fully deployed and bug-free w...

...ones as wrong, so I need a specialist who can put several models through their paces, isolate the causes of these misclassifications, and tune the pipeline until the results are consistently reliable. Speed and consistency will matter later, but first I need the numbers to be right. You’ll have freedom to evaluate any mix of commercial LLMs (GPT-4, Claude, Bard, etc.) and open-source options (Llama 2, Falcon, custom fine-tuned transformers) so long as you keep the comparison fair and reproducible. The current stack is Python with Hugging Face and a small PostgreSQL database for answer keys; if another framework is essential, outline why and how you’ll integrate it back into this environment. Deliverables • A benchmark report showing precision, reca...

...content * Implement local AI model for offline usage * Fine-tune model for: - school-level explanations - bilingual support (English + regional language) - curriculum-bound responses * Build APIs and backend for integration with classroom system * Develop synchronization system (offline → central server) * Provide documentation and training Technical Requirements * Experience with LLMs (LLaMA, Mistral, etc.) * Experience with RAG frameworks (LangChain / LlamaIndex) * Vector databases (FAISS / Qdrant / Chroma) * Local AI deployment (Ollama / ) * Python backend (FastAPI preferred) Deliverables * Fully functional AI engine (offline capable) * Documentation * Deployment support * Training for internal team Preferred Experience * EdTech AI systems * Multilingual AI s...

...responsiveness Stable and reliable for daily use Integration Goals: I primarily use Quantower for trading, so the AI should be able to: Help analyze market data (manually input or pasted) Assist with trade ideas, summaries, and strategy insights (Optional) Ability to connect or interact with external tools via API if feasible Technical Preferences (Flexible): Open-source models preferred (e.g., LLaMA-based or similar) Local model management (download, load, switch models if needed) Simple installer or packaged environment (Docker, executable, or similar) What I Do NOT Want: Cloud-based AI systems Anything requiring subscriptions or token-based billing Overly complex setup or maintenance End Goal: A local AI assistant on my PC that behaves similarly to the built-in AI exper...

...ready to introduce an AI-powered concierge on my premium automotive detailing website and need a developer who can take it from concept to production. The assistant must answer real-time questions about services and pricing, booking appointments, and aftercare, drawing exclusively on my business information. Here’s the experience I’m after: ultra-low-latency replies through Groq’s API, running LLaMA 3.3 70B behind the scenes. I want conversation history to persist across a visitor’s session, so Streamlit session_state (or an equally clean solution) is the framework of choice, with python-dotenv keeping keys secure. A polished, on-brand interface, a friendly greeting flow, and easy deployment to a cloud host should round it out. Only English support i...

All-in-One Social Automation Platform (Post + DM + AI + Scheduler) Now powered with advanced automation + AI intelligence, including trend detect...Scheduler * Bulk scheduling * Queue system (Redis + Bull) * AI best-time suggestion Analytics * Post performance * DM logs * Link tracking * Funnel insights Tech Stack Mobile App: Flutter Web Dashboard: React Backend: Node.js + TypeScript Database: PostgreSQL (Supabase) Queue: Redis + Bull Automation Layer: * n8n * OpenClaw APIs: * Meta Graph API * YouTube Data API AI Layer: * OpenAI API * LLaMA / DeepSeek (optional open-source models) Use Cases • Reels creators finding trending audio instantly • Businesses generating viral marketing content • Agencies managing multiple clients • Lead generation through...

Necesito una página de internet profesional , moderna, enfocada en la captación de pacientes, más gráfica que escrita, nuestro grupo se llama ORTOPECTUS Clinica integral y estética torácica. Encargada de brindar manejo integral a las deformidades torácicas (Pectus excavatum, carinatum, poland, etc, etc) tumoraciones de pared, reconstrucciones de pared torácica, trauma torácico (fracturas costilla, esternón), procuraciones de injertos costales para rinoseptumplastias, remodelación costal para el moldeo de cintura, manejo del dolor en pared torácica e hiperhidrosis. Utilizando las técnica tradicionales así como las más innovadoras a nivel mundial y de mínima invasión...

Looking to setup locally on windows (intel Core i7 10th generation) any LLM that can give good quality responses as ChatGPT without internet connection. Preferred is Ollama however it is very slow for llama 3 70B. NOT sure if it can be done via quantize versions of LLMs.

...changes • Clear documentation covering setup, maintenance, and hand-off processes Acceptance criteria: 1. At least 80 % of routine support tickets are handled end-to-end by the AI with no human intervention. 2. Average customer response time is cut by 60 % or more compared with our current baseline. 3. All data privacy and security requirements for our industry are met, with logs and transcripts stored in an auditable manner. I’m open to your recommendations on the exact natural-language tools, frameworks, and hosting stack you prefer—whether that’s Dialogflow, Rasa, Llama 2, or a custom transformer setup—so long as the final solution is scalable and maintainable. Let me know how you would approach the project, what past wo...

...Respetar el camino existente y mantener la legibilidad de casillas y zonas de juego. • Entregarme el archivo final listo para impresión (PNG y la fuente editable que utilices). Es un trabajo puntual y sencillo; pago inmediato al recibir el arte aprobado. Si necesitas referencias o guía de paleta, te las paso enseguida. Necesito el rediseño completo de un tablero de juego de mesa. El juego se llama “Exploradores del Saber” y es un juego educativo en el que los jugadores avanzan por un recorrido respondiendo preguntas para reunir cinco sellos de conocimiento y llegar a la meta final. El diseño debe realizarse desde cero. No hay elementos previos que deban respetarse, por lo que el tablero completo, incluyendo fondo y recorrid...

...Bahama Llama Shaved Ice. It should be colorful and fun. The working concept is a llama on the beach, laid back in a beach chair, sunglasses propped up on his forehead and holding a white cup with his bottom feet, with colored shaved ice above the rim of the cup, and perhaps his front feet behind his head like he's relaxing. Or, maybe his back legs are crossed on the chair and one of his front legs (hoof) is holding the snow cone. He is looking at the camera with a relaxed, chill, satisfied grin on his face. We will need to capture a closer up image on the llama for other uses but the larger beach scene will be displayed on the side of a building, approximately 6' wide and 4' tall. We see the llama as light brown. Here is a rough concept ...

...textbooks, formula sheets, and problem sets, then explain the answer step-by-step with rock-solid reasoning. Here is what success looks like from my side: • A working RAG stack (embeddings → vector database → LLM) wired together with modern tooling such as LangChain, LlamaIndex, or an approach you can justify. FAISS, Pinecone, Weaviate, or similar are fine for the vector layer; OpenAI, Claude, Llama 2/3, or comparable models may drive generation. • Retrieval tuned for high recall and low latency—students should see an accurate first response in well under a second for typical queries. • Step-wise explanations that a high-school learner can follow, with all reasoning made explicit and each algebraic transformation clearly spelled out. ...

I’m taking a proof-of-concept Generative AI system into full production and want a senior engineer who has already solved the real-world problems this move uncovers. The stack is centred on Amazon Bedrock, where we are actively working with Claude 3, Titan, Llama 3 and Mistral. Your track record should show that you have wired those or comparable foundation models into live workloads before. Our orchestration layer relies on LangChain working hand-in-hand with LlamaIndex, Bedrock Agents and a set of custom integrations, so fluency with that trio is essential. Everything is written in modern Python (3.9+), surfaced through API Gateway, executed in Lambda and coordinated with Step Functions. Vector databases drive our semantic search, while Glue and Athena sit behind a serverle...

...source-based response Data Integration Quran dataset (API or local dataset) Basic Hadith dataset (Sahih Bukhari / Muslim preferred) Vector Database Store embeddings for Quran/Hadith Enable fast semantic search Admin Panel (Simple) Ability to add/update/delete knowledge entries Basic Web Chat Interface Simple chat UI (no advanced design needed) Preferred Tech Stack: AI: Ollama (local LLMs like Llama 3 / Qwen) Backend: Python (FastAPI or Flask) Framework: LangChain (or similar) Vector DB: ChromaDB Frontend: React (simple UI) Requirements: Experience with RAG systems Experience with LLMs (OpenAI, Ollama, etc.) Ability to demonstrate previous chatbot/AI work Clean, scalable code Important Notes: Accuracy is critical (Islamic content must not be fabricated) AI ...

...(slicing one massive model across multiple nodes). Instead, we use Task Routing: Each user’s desktop client will locally run a quantized Small Language Model (SLM) – specifically the DeepSeek-R1-Distill-Llama-8B (using frameworks like / GGUF). The Master Server simply routes incoming inference requests (prompts) to available idle nodes, and the nodes return the generated text. Core Responsibilities (MVP Phase 1): 1. The Desktop Client (Windows/macOS): Build a lightweight, secure background app. It must profile the host's hardware (VRAM/RAM), download the quantized SLM, and listen for tasks. 2. The P2P Router / Master Node: Implement a central dispatch system (we highly encourage forking existing open-source architectures like BOINC, libp2p, etc., to save ...

...so feel free to lean on the usual scholarly look (Times, Arial, or whatever works best for clarity). Alongside the text I need a single, clear systems-architecture diagram. I will give you a step-by-step description like the snippet below: • User prompt enters → hits a “Semantic Firewall” layer that screens for PII or toxicity. • If clear, the prompt moves into a secure VPC running a private Llama-3 (or Azure OpenAI) model. • A persistent memory layer (Redis/PostgreSQL) feeds the model with conversation state for deterministic replies. Your job is to visualise this exactly, using tidy icons or labelled boxes so the security boundary and data flow are unambiguous. A vector tool such as Visio, Lucidchart, Figma, or similar is fine—as l...

...quantization and optimization for cost-efficient deployment Hosting and deployment options (cloud, APIs, inference servers) Dataset creation and data annotation pipelines How small teams can build AI startups using existing models Monetization strategies (APIs, SaaS, datasets, AI services) Guidance on building MVPs and scaling AI products Preferred Background Experience working with LLMs (LLaMA, Mistral, HuggingFace models, etc.) Knowledge of model quantization, inference optimization, and deployment Experience with ML/Deep Learning product development Familiar with AI startup ecosystem Preferably based in India or familiar with the Indian AI market Technical Areas of Interest Hugging Face ecosystem Transformers and model fine-tuning LLM inference frameworks (vLLM,...

I need a llama-shaped 100% Arabica instant coffee jar design prepared for 3D printing. I have STL files for reference. Requirements: - Minor modifications needed: - Adjust measurements - Refine surface details - Add/remove small features - Final files in both .amf and .gcode formats Ideal Skills: - Proficiency in 3D modeling and printing - Experience with .amf and .gcode formats - Attention to detail for surface refinement