Llama 2emplois

Je veux créer un Assistant IA personnalisé pour PME capable de faciliter la gestion quotidienne d’une petite entreprise. L’assistant doit : Lire et analyser automatiquement les emails entrants Répondre aux emails fréquents avec des réponses intelligentes basées su...tâches et rapports Intégrer des capacités d’apprentissage pour améliorer les réponses et suggestions au fil du temps Pouvoir se connecter à d’autres outils comme Trello ou Slack pour la gestion des tâches et notifications La technologie utilisée devrait inclure Python pour le backend (FastAPI ou Django), React pour le frontend, une base de données PostgreSQL ou MongoDB, et GPT-4 ou un modèle...

Bonjour j’espère que vous allez bien Avant de passer commande, êtes-vous disponible pour me renseigner ? J’aimerai savoir si vous êtes disponibles pour m’accompagner dans l’installation et la configuration des éléments suivants sur mon serveur VPS : 1. n8n – Pour mettre en place des systèmes d’automatisation no-code/low-code illimités 2. Un modèle d’intelligence artificielle open source (type LLM) – Installé localement, avec API utilisable, (dans le but d’éviter toute dépendance à des services tiers (ex. OpenAI) et bénéficier de crédits IA illimités.) A l fin j’aimerai pouvoir être capable de : • Mett...

Objectif du projet Je souhaite faire développer une plateforme web de location entre particuliers, inspirée de Fat Llama, avec une version MVP (Minimum Viable Product) destinée à tester le concept en ligne en France. Le site permettra aux utilisateurs : • De proposer des objets à louer • De réserver des objets • De payer et recevoir de l’argent via Stripe • De valider les retours pour libérer les paiements ⸻ Fonctionnalités à développer dans le MVP 1. Compte utilisateur (loueur & emprunteur) • Inscription par email • Connexion sécurisée • Page profil 2. Ajout d’objet à louer • Titre, description, photos, prix/jour, lo...

Es unapagina de servicios finacieros, ya existe se llama la idea es mojorarla darle vida y hacer mas aplicaciones para los interesados

...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...

I need a specialist to turn my Windows-based PC into a robust, private AI workstation. The core stack will revolve around Python and must run Llama locally through AnythingLLM while remaining flexible enough to load additional models as they mature. Key capabilities I’m after: • Decades-worth of data ingestion: PDFs, Word files, full Office docs and .eml email archives. • Context retention so I can resume a conversation or analysis session days later without re-feeding content. • Open WebUI access for convenient, browser-based interaction. • Clean restart behaviour, automated backups, and a path to scale out if I later bolt on extra GPUs or move to a small on-prem cluster. I already have the hardware; you bring the know-how to configure, script,...

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

Quiero construir una plataforma web estilo Airbnb, enfocada en el alquiler de ropa entre usuarias. La idea es que...gestionar pagos y resolver disputas. La plataforma debe ser responsive, segura y escalable. Aprecio que sugieras la arquitectura y las tecnologías que consideres más adecuadas (por ejemplo React, , Laravel, Node, PostgreSQL, etc.), siempre que garanticen un rendimiento fluido y faciliten futuras ampliaciones como apps móviles. Entrega esperada: 1. Sitio web funcional en un servidor de staging. 2. Código fuente documentado y repositorio Git. 3. Manual básico de uso para el equipo de soporte y para las usuarias. Si puedes cumplir con estos requisitos y tienes experiencia en marketplaces o e-commerce, me encantaría revisa...

Necesito un diseño de etiqueta que realce el carácter artesanal de mi línea de cosméticos y, al mismo tiempo, mantenga un estilo elegante y minimalista. La marca se llama "Ars Vitae" (el arte de vivir) La prioridad es que el archivo final conserve una excelente calidad de impresión para ser reproducido en tiradas cortas y medianas sin perder nitidez ni color y sobre todo que la información se pueda leer bien. Información obligatoria a incorporar: • Ingredientes y modo de uso • Logotipo y nombre del producto y 1 slogan El formato de entrega debe ser totalmente listo para imprenta: alta resolución (300 dpi), colores en CMYK, sangrado incluido y textos trazados o con tipografías adjuntas. Agradezco ...

...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...

...Requerimientos Técnicos (Stack Obligatorio): Para este proyecto, NO buscamos soluciones cerradas (tipo Vapi o Retell). Queremos una arquitectura basada en componentes que nos permita escalar sin márgenes excesivos por minuto. El candidato debe dominar: Orquestación: LiveKit o similares para el manejo de WebRTC y transporte de audio. STT (Speech-to-Text): Deepgram (Nova-2) por su baja latencia. LLM (Cerebro): Implementación vía Groq (usando Llama 3) para garantizar respuestas en milisegundos. TTS (Text-to-Speech): Cartesia o Deepgram Aura. Telefonía: Integración directa con Twilio o Telnyx. Automatización: Conexión de datos mediante n8n para el registro de leads en CRM. Desafíos a Resolver: Optimi...

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.

NO se aceptará WordPress ni ningún script prefabricado. Necesito desarrollarlo desde cero según mi idea. Busco desarrollar un sitio web en el que los usuarios puedan subastar artículos físicos de manera simple y segura. La experiencia debe cubrir todo el ciclo: publicación del lote, puja en tiempo real y cierre automático cuando termine el conteo. Funcionalidades imprescindibles • Registro flexible: alta con correo electrónico, redes sociales o número de teléfono. • Pasarela de pago integrada que retenga los fondos del ganador hasta que el vendedor confirme el envío. • Mensajería interna comprador-vendedor para negociar detalles sin salir de la plataforma. • Notificaciones au...

...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...

Busco un ingeniero de software o programador con experiencia demostrable en IA Local (LLMs) para configurar un sistema personalizado y privado. ...Requerimientos Técnicos: Servidor Local: Configuración de backend (ej. Ollama, LocalAI o vLLM) en laptop. Interfaz: Instalación y optimización de Open WebUI o similar para gestión de chats y documentos (RAG). Acceso Móvil: Configuración de túnel seguro (ej. Tailscale o Cloudflare Tunnel) para usar el agente desde un Samsung Z Fold 5 de forma remota pero privada. Optimización: Ajuste de modelos (ej. Llama 3, Mistral) según la capacidad de mi GPU/RAM para asegurar fluidez. Entregables: Sistema de IA corriendo en Windows/Linux (Laptop). Conexión vinculada al ...

...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. ...

...funciona en beta para la ciudad de Puebla. Tenemos usuarios reales, rutas mapeadas, reportes de tráfico en tiempo real e IA integrada, todo respaldado por una activa presencia en redes sociales. Quiero sumar a una persona que programe en HTML, CSS y JavaScript y que no llegue como empleada, sino como co-creadora identificada públicamente en el producto. Cómo trabajaremos • Dedicación aproximada: 2 horas diarias, totalmente remoto. • Comunicación principal: WhatsApp (puedo abrir también Discord si lo necesitas). • Participarás en decisiones de producto desde el día uno. Lo que ofrezco hoy • Crédito oficial como co-desarrollador de UrbanMov en todos nuestros canales. • Voz y vot...

...audiencia y hacer crecer la marca Adaptación del contenido a una estética femenina, limpia, llamativa y profesional Idealmente que también pueda aportar ideas de contenido que estén en tendencia Lo que busco en el perfil: Que tenga experiencia creando contenido para marcas femeninas, belleza, skincare, perfumes, accesorios o similar Que sepa diseñar piezas con potencial viral y que entienda lo que llama la atención en redes sociales Que tenga criterio visual, buena composición, tipografías lindas y manejo de colores acordes a una marca femenina Que entregue contenido listo para publicar Que hable español de forma fluida Importante: Al postular, me gustaría ver portafolio o ejemplos reales de contenido para r...

Título del Proyecto: Desarrollo de Software "Marketflow" - Sistema de Precios Dinámicos para Bares (Fase 1) Descripción del Proyecto: Busco un desarrollador (preferiblemente con experiencia en Python/Django o Node.js) para crear la primera fase de un sistema de gestión de precios variables tipo "Bolsa de Valores" para bares. El software se llama Marketflow. Requerimientos de la Fase 1 (MVP): Arquitectura Multi-tenant: El sistema debe estar preparado para manejar múltiples locales (franquicias) de forma independiente. Panel de Ventas (Bartender): Interfaz web ultra rápida para registrar ventas de tragos con un clic. Algoritmo de Precios: Lógica que suba o baje precios automáticamente según la dema...

...necesito concretamente: • Invitaciones: versión digital (para WhatsApp / e-mail) y una adaptación lista para imprimir. • Banner principal para el lugar de la fiesta (2 × 1 m aprox.) con la misma estética. • Paquete de piezas para redes sociales (posts y stories) que anuncien la fiesta y cuenten regresiva. Busco un estilo que evoque aquellos primeros años del milenio en Argentina: retro 2000s nostalgia argentina con referencias iconos de la cultura popular de la época (los rolingas, los teléfonos fijos, los teléfonos públicos, los bares pool, los sifones de soda, las fondas y bodegones, las tribus urbanas, etc) La fiesta se llama "La Fonda Club" y va a tener cocina abierta con s...

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...

Busco un diseño de logo...Versión principal a todo color y versión monocromática. • Archivos vectoriales editables (AI, SVG o EPS) más PNG y JPG en alta resolución. • Paleta de colores y tipografía utilizada. El concepto debe ser original, escalable y perfectamente legible tanto en digital como en impresiones pequeñas. Valoraré la creatividad, la claridad visual y la coherencia con un estilo contemporáneo. La empresa se llama ESBELA, es una empresa de maquinas vending de detergentes líquidos eco amigables, quiero que en diseño vaya el planeta tierra con las tres líneas que representan el reciclaje, y el slogan, Recarga tu envase, Limpia tu mundo. Quiero un diseño que re...

...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 ...

Dev IA – Ecossistema Multi-Agentes – WhatsApp Contexto: Buscamos desenvolvedor para criar uma solução de atendimento automatizado via WhatsApp para uma agência de viagens. O foco total é privacidade de dados e especialização técnica. Requisitos Técnicos: Privacidade: Implementação de LLM Open-Source (Llama 3 ou superior) em nossa VPS/Servidor. Proibido o uso de APIs externas (OpenAI, etc). RAG (PDF): Inteligência para consultar bases documentais específicas de cada nicho. Arquitetura de Agentes: * Agente Orquestrador: Faz a triagem inicial. Agente de Sentimento/Qualidade: Monitora o estado psicológico do cliente, dispara gatilhos de retenção ou alerta humano se d...

Ya tengo un agente de voz que llama a leads para seguros de vida/IUL, sin embargo todavía se sale de contexto con demasiada facilidad. Lo más urgente es reforzar la coherencia de sus respuestas; cuando el prospecto dice algo inesperado quiero que el sistema recupere el hilo, no que improvise o repita guiones mecánicos. Además, detecta pequeños sonidos de relleno (“mmm”, “na”) como si fueran respuestas completas, lo que genera bifurcaciones erróneas. También necesito que suene menos a encuesta, gestione mejor las interrupciones y desvíos, recuerde la información clave dentro de un mismo bloque de memoria y transfiera la llamada en vivo sin que el usuario perciba el cambio como “un robot&rdqu...

...puedan agendar reuniones directamente dentro de cada curso. La idea es que, al crear o editar una actividad, se genere automáticamente la reunión en Webex, se publique un enlace visible para alumnos y se sincronice la fecha y hora en el calendario interno de Moodle sin intervención manual. Flujo deseado 1. El profesor selecciona “Nueva reunión Webex” en su curso. 2. Define fecha, hora y duración. 3. Al guardar, Moodle llama a la API/LTI de Webex, crea la sesión y coloca el enlace en la sección correspondiente del curso. 4. Ese mismo guardado crea un evento en el calendario de Moodle con los mismos datos. 5. Alumnos y profesor acceden siempre mediante un enlace dentro del curso; no quiero botones flotan...

...(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

FREELANCE DEVELOPER NEEDED – STABILIZE & IMPROVE REACT NATIVE MARKETPLACE APP (EXPO + SUPABASE + STRIPE) PROJECT OVERVIEW I am developing a peer-to-peer rental marketplace mobile application where users can list items for rent and others can book them. The concept is similar to platforms like Airbnb or Fat Llama, but focused on renting physical items between users. The application is already built and functional. The current priority is stabilizing and refining the existing system, improving reliability and UI consistency before expanding into additional features. This project is NOT about building an app from scratch. The core product already exists. The main goal now is to strengthen the existing architecture, improve stability, and polish the user experience so the ...

...support and training to our internal team for managing and further training the system. - Document the entire architecture and implementation processes. Essential Technical Requirements: - Familiarity with Windows Server environment and managing hardware resources for AI. - Deep understanding of Large Language Models (LLMs) and their architectures. - Proven experience with open-source LLMs (e.g., Llama, Falcon, Mistral, etc.). - Hands-on experience in installing and configuring on-premise LLMs on Windows servers. - Familiarity with fine-tuning techniques, RAG (Retrieval Augmented Generation), and continuous learning. Desirable Requirements: - Previous experience in AI projects within the financial sector. ----- Would you like to bid on this project? ----- To best evaluate you...

...IA avanzado con las siguientes capacidades: * Memoria a largo plazo (RAG): La IA debe ser capaz de recordar y basar sus respuestas en documentos internos de la empresa. * Agentes Autónomos: Desarrollo de agentes capaces de ejecutar tareas de manera independiente. * Flexibilidad Multi-LLM: La arquitectura debe permitir cambiar fácilmente entre diferentes modelos de lenguaje (GPT-4, Claude, Llama 3, etc.) según las necesidades. Las responsabilidades clave incluyen: Consultoría Estratégica: * Asesoramiento experto sobre la elección de modelos de IA (Open Source vs. Propietarios) para asegurar la máxima privacidad de los datos corporativos. Desarrollo Técnico (Hands-on): * Diseño e implementación de...

...create offline, self-hostable AI models Architect and develop a scalable backend system for AI workloads Create end-to-end AI pipelines optimized for performance and scalability Integrate third-party APIs and AI services where required Collaborate closely with product and engineering teams to turn ideas into working solutions Required Skills & Experience Strong experience with LLMs (OpenAI, LLaMA, Mistral, Gemma, etc.) Hands-on experience with RAG frameworks (LangChain, LlamaIndex, Haystack, etc.) Experience in OCR & Vision (Tesseract, OpenCV, Vision Transformers, multimodal models) Knowledge of speech systems (TTS, STT, STS) Experience in LLM fine-tuning, quantization, and model optimization Ability to deploy self-hosted / offline AI models Strong backend dev...

...prototypes into production-ready systems, then keep scaling them until they can handle real-world, mission-critical workloads. Here’s what the role looks like day to day: • Architect and code large-scale agentic functions, swarms and orchestration layers that can reason, plan and act with minimal human guidance. • Integrate and benchmark state-of-the-art language models (OpenAI, Anthropic, Llama 2/3, etc.) alongside tools like LangChain, CrewAI, Semantic Kernel or your own preferred framework. • Optimise memory, context and tool-calling pipelines; deploy to cloud (AWS/GCP/Azure) with containerisation and CI/CD. • Rapidly iterate—our team works long, focused hours on bleeding-edge ideas, so you’ll ship, measure, and refine in ti...

I want to build an AI agent that can pose the same research question to at least five different large-language-model APIs (e.g. GPT-4, Claude, Cohere, Palm, Llama-2 via Hugging Face) and capture every answer in real time inside a single Google Sheet. The workflow should look like this: 1. I type or paste a prompt once. 2. The agent forwards that prompt concurrently to each chosen LLM. 3. As soon as each model replies, the agent writes a new row to my Google Sheet with these columns: timestamp, prompt, model name, full response, and any cost/latency data you can easily expose. 4. When all models have answered, the sheet shows a complete, side-by-side record that I can analyse for research purposes. Language and stack are flexible; pick whatever lets you move fas...

My small creative production studio needs a local, fully private AI stack that will sit on a 16 GB Mac Mini and behave like an operations assistant. I have already chosen the ai-stack-homelab project as the base; it ships with Dockerised n8n, Ollama (running Llama 3.2-class models), Open WebUI, PostgreSQL + pgvector, LiteLLM proxy and MCP integration. Your job is to install, configure and fine-tune that stack so it automates day-to-day admin without ever touching the public cloud. Immediate focus • Highest-priority workflow: detect inbound enquiries arriving via email, run them through the local LLM, then log each enquiry as a structured page inside my Notion space. No automatic replies for now—just clean, reliable capture so I can review and follow up manually. &bul...

...cross-referenced with real, clickable citations from the integrated databases. Real-time Streaming: Polish the WebSocket stream so that research synthesis appears live in the frontend panels. Biomedical Reflection: Refine the "Reflection Agent" (currently using a fine-tuned biomedical Llama model) to perform a secondary quality check on the literature review output. Technical Stack: Backend: Deno v2 (TypeScript), WebSockets. Frontend: React, Vite, Tailwind CSS, Framer Motion. AI Logic: LangGraph, LangChain. Models: Groq (Llama 3.3 70B Orchestrator) & Local Ollama (Biomedical fine-tuned SLM). What’s Already Done: ✅ Stable Multi-agent state graph and orchestration logic. ✅ Professional, responsive dashboard with glassmorphism effects. ✅ Backend/Frontend c...