# Introduction > **184 practical guides** for deploying AI models, GPU workloads, and AI platforms on [Clore.ai](https://clore.ai) — the decentralized GPU rental marketplace. {% hint style="success" %} All examples can be run on GPU servers rented through the [Clore.ai Marketplace](https://clore.ai/marketplace). Rent powerful GPUs starting from **$0.15/day**. {% endhint %} ## What is Clore.ai? [Clore.ai](https://clore.ai) is a peer-to-peer GPU marketplace where you rent GPUs directly from other people — like Airbnb for compute. Thousands of GPUs are available 24/7, from budget RTX 3060s to enterprise H100s. Pay with **CLORE**, **BTC**, **USDT**, or **USDC**. ### Why Clore.ai for AI? * **Affordable** — RTX 4090 from $0.50/day (vs $2–4 on cloud providers) * **No commitments** — rent by the hour, no contracts * **Full root access** — Docker containers with GPU passthrough * **Wide GPU selection** — 3,400+ machines, 12,800+ GPUs online * **Pay your way** — crypto payments (CLORE, BTC, USDT/USDC) ## 📚 Guide Categories | Category | Guides | Highlights | | --------------------------------------------------------------------------------------------- | ------ | ------------------------------------------------------------------------------------------------------------------------- | | 🤖 [Language Models](https://docs.clore.ai/guides/language-models/language-models) | **38** | Llama 4, Gemma 3, Qwen3.5, GLM-5, DeepSeek V4, DeepSeek-R1, Nemotron 3 Super, Gemini 3.1 Flash Lite, Ollama, vLLM, SGLang | | 🤖 [AI Platforms & Agents](https://docs.clore.ai/guides/ai-platforms-and-agents/ai-platforms) | **18** | Dify, CrewAI, AutoGPT, OpenHands, MetaGPT, n8n, LibreChat, Open Interpreter, SuperAGI, SWE-agent | | 🔊 [Audio & Voice](https://docs.clore.ai/guides/audio-and-voice/audio-voice) | **22** | Voxtral TTS, Whisper, Qwen3-TTS, MiniMax Speech 2.6, Dia, ChatTTS, Kokoro, Fish Speech, MeloTTS, StyleTTS2 | | 🎬 [Video Generation](https://docs.clore.ai/guides/video-generation/video-generation) | **13** | Wan2.1, FramePack, CubeComposer 4K 360°, LTX-2, CogVideoX, SkyReels, HunyuanVideo, Mochi-1, AnimateDiff | | 🎨 [Image Generation](https://docs.clore.ai/guides/image-generation/image-generation) | **11** | FLUX.2 Klein, HunyuanImage 3.0, SD 3.5, ComfyUI, InvokeAI, SD WebUI Forge | | 🧠 [Training](https://docs.clore.ai/guides/training/training) | **12** | Unsloth, Axolotl, LoRA, DreamBooth, DeepSpeed, LLaMA-Factory, TRL, LitGPT, Mergekit | | 🏁 [Getting Started](https://docs.clore.ai/guides/getting-started/getting-started) | **8** | GPU comparison, pricing, FAQ, troubleshooting | | 👁️ [Vision Models](https://docs.clore.ai/guides/vision-models/vision-models) | **6** | Qwen2.5-VL, SAM2, LLaVA, Florence-2 | | 🖼️ [Image Processing](https://docs.clore.ai/guides/image-processing/image-processing) | **6** | Real-ESRGAN, ControlNet, Depth Anything, ICLight | | 🧊 [3D Generation](https://docs.clore.ai/guides/3d-generation/3d-generation) | **5** | TRELLIS, Hunyuan3D 2.1, TripoSR, Gaussian Splatting, Nerfstudio | | 🎭 [Talking Heads](https://docs.clore.ai/guides/talking-heads/talking-heads) | **3** | LivePortrait, SadTalker, Wav2Lip | | 👤 [Face & Identity](https://docs.clore.ai/guides/face-and-identity/face-identity) | **3** | FaceFusion, InstantID, IP-Adapter | | ⚙️ [Advanced](https://docs.clore.ai/guides/advanced/advanced) | **5** | Multi-GPU, API integration, batch processing | | 🔧 [Other Workloads](https://docs.clore.ai/guides/other-workloads/other-workloads) | **3** | Blender, Kandinsky, OpenClaw | | 💻 [AI Coding Tools](https://docs.clore.ai/guides/ai-coding-tools/ai-coding) | **2** | Aider, TabbyML (self-hosted Copilot) | | 📊 [Comparisons](https://docs.clore.ai/guides/comparisons/comparisons) | **7** | LLM serving, fine-tuning, video gen, TTS, RAG frameworks, vector DBs | | 📹 [Video Processing](https://docs.clore.ai/guides/video-processing/video-processing) | **2** | FFmpeg NVENC, RIFE interpolation | | 🎵 [Music Generation](https://docs.clore.ai/guides/music-generation/music-generation) | **1** | ACE-Step (open-source Suno alternative) | | 🔍 [Computer Vision](https://docs.clore.ai/guides/computer-vision/computer-vision) | **2** | YOLOv9/v10 detection | | 🗄️ [RAG / Vector DBs](https://docs.clore.ai/guides/rag-and-vector-databases/rag-vectordb) | **6** | LlamaIndex, RAGFlow, ChromaDB, Qdrant, Milvus, Weaviate | | 🔄 [MLOps](https://docs.clore.ai/guides/mlops-and-deployment/mlops) | **4** | MLflow, Triton Inference Server, BentoML, ClearML | | ⚡ [DevOps GPU](https://docs.clore.ai/guides/gpu-devops/devops-gpu) | **2** | TensorRT-LLM, ONNX Runtime | | 🔬 [Science](https://docs.clore.ai/guides/science-and-research/science) | **3** | AlphaFold2, ESMFold, GROMACS molecular dynamics | | 🎮 [Gaming / Streaming](https://docs.clore.ai/guides/gaming-and-streaming/gaming-streaming) | **1** | Sunshine + Moonlight remote gaming | | ₿ [Crypto Mining](https://docs.clore.ai/guides/crypto-and-mining/crypto-mining) | **1** | XMRig CPU/GPU mining | ## 🔥 What's New (March 2026) ### Week of March 30, 2026 — 1 New Guide * 🔊 **Voxtral TTS** 🆕 — Mistral's open-weight 4B TTS model, 9 languages, zero-shot voice cloning from 3s reference, only 3 GB VRAM, Apache 2.0 — [guide](https://docs.clore.ai/guides/audio-and-voice/voxtral-tts) #### Industry Notes (March 23–30) * **Seedance 2.0** (ByteDance) — next-gen video generation model, launched in CapCut/Dreamina. API-only, no self-hosted weights available yet. * **Google Lyria 3 Pro** — music generation model, available via Gemini API/Vertex AI. API-only, no local deployment. * **Gemini 3 Deep Think** — Google's frontier reasoning model live for Ultra subscribers. API-only. * **Sora shutdown** — OpenAI officially shut down the Sora video generation app. * **DeepSeek V4** — still awaiting official weight release (INT8 shards spotted March 11). Guide ready: [deepseek-v4.md](https://docs.clore.ai/guides/language-models/deepseek-v4) ### Week of March 16, 2026 — 3 New Guides * 🤖 **NVIDIA Nemotron 3 Super** 🆕 — 120B MoE / 12B active, 5× throughput, 1M context, Apache 2.0, built for agentic AI — [guide](https://github.com/defiocean/clore-docs-guides/blob/main/language-models/nvidia-nemotron-3-super.md) * 🌐 **Gemini 3.1 Flash Lite** 🆕 — Google's cheapest/fastest model (March 3, 2026), API + open-source alternatives — [guide](https://github.com/defiocean/clore-docs-guides/blob/main/language-models/gemini-3-1-flash-lite.md) * 🎬 **CubeComposer 4K 360° Video** 🆕 — first model to natively generate 4K 360° panoramic video from standard footage (CVPR 2026) — [guide](https://github.com/defiocean/clore-docs-guides/blob/main/video-generation/cubecomposer-360-video.md) ### Also This Week (March 9–16, 2026) * **GPT-5.4** — released March 5, 2026; native computer use (75.0% OSWorld), 1M context, combines GPT-5.3-Codex coding pipeline with general reasoning. API-only, no local deployment. * **DeepSeek V4** ⏳ — weights spotted on HuggingFace (INT8 shards, March 11) — imminent release of 1T-parameter multimodal MoE. [Guide](https://docs.clore.ai/guides/language-models/deepseek-v4) ready when it drops. * **Wan 2.2** — new version of Wan video generation foundation model (12V image-to-video variant live on HuggingFace) ### New in March 2026 — 6 New Categories, 57 New Guides * 🗄️ **RAG / Vector DBs** — 6 guides: [LlamaIndex](https://docs.clore.ai/guides/rag-and-vector-databases/llamaindex), [RAGFlow](https://docs.clore.ai/guides/rag-and-vector-databases/ragflow), [ChromaDB](https://docs.clore.ai/guides/rag-and-vector-databases/chromadb), [Qdrant](https://docs.clore.ai/guides/rag-and-vector-databases/qdrant), [Milvus](https://docs.clore.ai/guides/rag-and-vector-databases/milvus), [Weaviate](https://docs.clore.ai/guides/rag-and-vector-databases/weaviate) * 🔄 **MLOps** — 4 guides: [MLflow](https://docs.clore.ai/guides/mlops-and-deployment/mlflow), [Triton Inference Server](https://docs.clore.ai/guides/mlops-and-deployment/triton-inference-server), [BentoML](https://docs.clore.ai/guides/mlops-and-deployment/bentoml), [ClearML](https://docs.clore.ai/guides/mlops-and-deployment/clearml) * ⚡ **DevOps GPU** — 2 guides: [TensorRT-LLM](https://docs.clore.ai/guides/gpu-devops/tensorrt-llm), [ONNX Runtime](https://docs.clore.ai/guides/gpu-devops/onnx-runtime) * 🔬 **Science** — 3 guides: [AlphaFold2](https://docs.clore.ai/guides/science-and-research/alphafold2), [ESMFold](https://docs.clore.ai/guides/science-and-research/esmfold), [GROMACS](https://docs.clore.ai/guides/science-and-research/gromacs) molecular dynamics * 🎮 **Gaming / Streaming** — [Sunshine + Moonlight](https://docs.clore.ai/guides/gaming-and-streaming/sunshine-moonlight) GPU-accelerated remote gaming * ₿ **Crypto Mining** — [XMRig](https://docs.clore.ai/guides/crypto-and-mining/xmrig) CPU/GPU mining on Clore.ai ### Latest Models Added (March 4, 2026) * **DeepSeek V4** ⏳ — \~1T parameter multimodal MoE, MIT license, **release imminent (weights spotted March 11)** — [guide](https://docs.clore.ai/guides/language-models/deepseek-v4) * **MiniMax Speech 2.6** 🆕 — ultra-low latency TTS for voice agents, < 300ms TTFB — [guide](https://docs.clore.ai/guides/audio-and-voice/minimax-speech) * **SGLang** 🆕 — RadixAttention for KV cache sharing, 2–5× throughput vs vLLM on MoE — [guide](https://docs.clore.ai/guides/language-models/sglang) * **TGI** 🆕 — HuggingFace's production LLM serving with Flash Attention 2 + PagedAttention — [guide](https://docs.clore.ai/guides/language-models/tgi) * **LLaMA-Factory** 🆕 — fine-tune 100+ LLMs with WebUI, LoRA/QLoRA, RLHF — [guide](https://docs.clore.ai/guides/training/llama-factory) * **Fish Speech** 🆕 — zero-shot voice cloning in 8+ languages from 10–15s reference audio — [guide](https://docs.clore.ai/guides/audio-and-voice/fish-speech) * **Mochi-1** 🆕 — 10B parameter video diffusion, 848×480 @ 30fps, 24GB VRAM — [guide](https://docs.clore.ai/guides/video-generation/mochi-1) ### Previously Added (February 2026) * **Qwen3.5** — Alibaba's 397B MoE, beat Claude 4.5 Opus on math * **GLM-5** — 744B MoE from Zhipu AI, MIT license, #1 in open-source rankings * **Ling-2.5-1T** — Ant Group's trillion-parameter model with linear attention * **Kimi K2.5** — Moonshot AI's 1T MoE, MIT license, visual agentic * **Mistral Large 3** — 675B MoE, Apache 2.0, frontier coding & reasoning * **Llama 4 Scout/Maverick** — Meta's MoE revolution, 10M context window * **Gemma 3** — Google's 27B that beats 405B models * **FLUX.2 Klein** — sub-second image generation (< 0.5s on RTX 4090) * **HunyuanImage 3.0** — 80B MoE, largest open-source image model * **ACE-Step 1.5** — full song generation on < 4GB VRAM * **FramePack** — AI video with just 6GB VRAM * **Qwen3-TTS** — voice cloning in 10+ languages from 3 seconds of audio * **Kani-TTS-2** — ultra-lightweight TTS, only 3GB VRAM * **DeepSeek-R1** — reasoning model matching OpenAI o1 ### Previously Added Categories (February 2026) * 🤖 **AI Platforms & Agents** — 18 guides: Dify, CrewAI, AutoGPT, OpenHands, MetaGPT, n8n, LibreChat, Open Interpreter, SuperAGI, SWE-agent * 🎵 **Music Generation** — AI-composed songs with vocals (ACE-Step) * 💻 **AI Coding Tools** — self-hosted Copilot alternatives (Aider, TabbyML) * 🔧 **OpenClaw on Clore** — run your AI assistant 24/7 on rented GPUs ## 💰 GPU Pricing (March 2026) > Live data from Clore.ai marketplace, sampled March 16, 2026 (2,592 servers). | GPU | VRAM | Spot Price Range | Avg/hr | Best For | | ----------- | ---- | ---------------- | ------- | ---------------------------------------- | | RTX 3060 | 12GB | $0.16–1.00/hr | \~$0.93 | TTS, small models, music gen | | RTX 3070 | 8GB | $0.17–3.33/hr | \~$0.55 | 7B models, Whisper, batch inference | | RTX 3080 | 10GB | $0.20–3.50/hr | \~$0.79 | 7B–14B models, image gen | | RTX 3090 | 24GB | $0.08–4.00/hr | \~$1.24 | SDXL, 32B models, video gen | | RTX 4090 | 24GB | $1.19–6.50/hr | \~$2.44 | FLUX, Llama 4, 35B models | | RTX 5070 Ti | 16GB | $0.75–3.00/hr | \~$1.31 | Fast inference, 30B LLMs | | RTX 5080 | 16GB | $0.90–9.00/hr | \~$1.86 | Fast FLUX, 30B LLMs | | RTX 5090 | 32GB | $1.72–10.00/hr | \~$3.94 | 70B quantized, Nemotron 3 Super, fastest | | A100 80GB | 80GB | \~$20/hr | \~$20 | 70B FP16, large training | | H100 80GB | 80GB | $5–10/hr | \~$6–8 | 400B+ models, production | *Spot orders 20–40% cheaper than on-demand. RTX 5090 fleet now 218+ cards. RTX 5070 Ti emerged as strong mid-range option (73 servers).* ## 🚀 Quick Start New to Clore.ai? → [**Quickstart Guide**](https://docs.clore.ai/guides/quickstart) Already know what you need? | I want to... | Start here | | ----------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | Chat with AI locally | [Ollama Guide](https://docs.clore.ai/guides/language-models/ollama) | | Generate images | [FLUX.2 Klein](https://docs.clore.ai/guides/image-generation/flux2-klein) or [ComfyUI](https://docs.clore.ai/guides/image-generation/comfyui) | | Generate videos | [FramePack](https://docs.clore.ai/guides/video-generation/framepack) (6GB!) or [Wan2.1](https://docs.clore.ai/guides/video-generation/wan-video) | | Clone a voice | [Voxtral TTS](https://docs.clore.ai/guides/audio-and-voice/voxtral-tts), [Qwen3-TTS](https://docs.clore.ai/guides/audio-and-voice/qwen3-tts), or [Zonos](https://docs.clore.ai/guides/audio-and-voice/zonos-tts) | | Transcribe audio | [WhisperX](https://docs.clore.ai/guides/audio-and-voice/whisperx) | | Fine-tune a model | [Unsloth](https://docs.clore.ai/guides/training/unsloth-finetune) (2x faster, 70% less VRAM) | | Generate music | [ACE-Step](https://docs.clore.ai/guides/music-generation/ace-step) (< 4GB VRAM!) | | Self-host Copilot | [TabbyML](https://docs.clore.ai/guides/ai-coding-tools/tabby) ($4.50/month) | | Run an AI agent platform | [Dify](https://docs.clore.ai/guides/ai-platforms-and-agents/dify), [CrewAI](https://docs.clore.ai/guides/ai-platforms-and-agents/crewai), or [OpenHands](https://docs.clore.ai/guides/ai-platforms-and-agents/openhands) | | Self-host ChatGPT alternative | [LibreChat](https://docs.clore.ai/guides/ai-platforms-and-agents/librechat) or [LobeChat](https://docs.clore.ai/guides/ai-platforms-and-agents/lobechat) | | Run AI assistant 24/7 | [OpenClaw on Clore](https://docs.clore.ai/guides/other-workloads/openclaw-on-clore) | | Pick the right GPU | [GPU Comparison](https://docs.clore.ai/guides/getting-started/gpu-comparison) | ## 📖 Documentation & Support * **Main Docs**: [docs.clore.ai](https://docs.clore.ai/) * **These Guides**: [docs.clore.ai/guides](https://docs.clore.ai/guides/) * **Marketplace**: [clore.ai/marketplace](https://clore.ai/marketplace) * **Support**: [clore.ai/support](https://clore.ai/support) / * **Discord**: [discord.com/invite/clore-ai](https://discord.com/invite/clore-ai) * **Telegram**: [@clorechat](https://t.me/clorechat)