Introduction

194 practical guides for deploying AI models, GPU workloads, and AI platforms on Clore.ai — the decentralized GPU rental marketplace.

All examples can be run on GPU servers rented through the Clore.ai Marketplace. Rent powerful GPUs starting from $0.15/day.

What is Clore.ai?

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

🔥 What's New (April 2026)

Week of April 27, 2026 — 6 New Guides

🤖 DeepSeek V4 🆕 — The frontier MoE finally shipped April 22 with full open weights under MIT. Pro: 1.6T total / 49B active, 1M context. Flash: 284B / 13B active, runs quantized on a single 80GB GPU. Day-0 vLLM and SGLang support — guide
🤖 MiMo-V2.5-Pro 🆕 — Xiaomi's first open-weight Pro tier (April 27). 1.02T MoE / 42B active, 1M context, MIT, FP8 native. Hybrid attention 6:1 + 3-step MTP — guide
🤖 Hy3 Preview 🆕 — Tencent Hunyuan 3 (April 23). 295B MoE / 21B active, 256K context, agent + reasoning focus. Single-node 4× A100 80GB serves it FP8 — guide
🤖 Ling-2.6-flash 🆕 — Ant Group inclusionAI (April 28). 104B MoE / 7.4B active, agent-tuned. Fits on a single RTX 4090 INT4 or single H100 FP8 — guide
🤖 Qwen3.6-27B 🆕 — Alibaba's dense 27B (April 21). Apache 2.0, 262K context (extensible to 1M with YaRN). The "one card that just works" coding LLM — guide
🤖 MiniMax M2.7 🆕 — 229B MoE coding model (April 9). Custom MiniMax license, FP8 native. Previously listed as proprietary — open weights are now public — guide

Industry Notes (April 21–29, 2026)

Closed-source or API-only this window — self-host alternatives linked.

Claude Opus 4.7 (Anthropic, April 16) — closed weights. → Self-host alternatives: DeepSeek V4, MiMo-V2.5-Pro, GLM-5.1
GPT-5.5 / GPT-5.5 Pro (OpenAI, April 23) — closed, API-only. → Self-host alternatives: DeepSeek V4, MiMo-V2.5-Pro
Wan 2.7 (Alibaba) — open weights still pending Q2 2026. Wan 2.5 broke tradition and stayed closed; treat 2.7 with skepticism. → Self-host today: Wan 2.2 VBVR, Wan2.1, LTX-2
Qwen3.6-Plus (Alibaba) — 1M-context coding agent, API-only on OpenRouter. → Self-host alternative: Qwen3.6-27B, Qwen3.5-Omni
Hugging Face ml-intern (April 21) — open-source autonomous post-training agent (research → dataset → train). Watching adoption before adding a full guide. → Use today: Unsloth, LLaMA-Factory, Axolotl

Week of April 20, 2026 — 3 New Guides

🧊 Hunyuan World 2.0 🆕 — Tencent's first open-source 3D world model. Text/image/video → editable mesh + 3D Gaussian Splatting for Unity/Unreal/Blender. ~1.2B params BF16, 12–24 GB VRAM — guide
🤖 GLM-5.1 🆕 — Zhipu AI's 744B MoE / 40B active coding powerhouse. 200K context, MIT license, #1 on SWE-Bench Pro (58.4%) beating Claude Opus 4.6 and GPT-5.4 — guide
🔊 MOSS-TTS 🆕 — OpenMOSS ultra-lightweight 100M-param TTS. 48kHz stereo, 20 languages, CPU-only inference (no GPU required), zero-shot voice cloning, Apache 2.0 — guide

Industry Notes (April 13–20, 2026)

Closed-source or API-only launches this week — not self-hostable on Clore yet. For each, we've linked the closest open-weight alternative you can run on Clore today.

Alibaba Happy Oyster — interactive real-time 3D world model (Roaming + Directing modes). Waitlisted / closed beta. → Self-host alternative: Hunyuan World 2.0
ByteDance Seedance 2.0 API — fully opened April 14 on Volcano Engine, API-only. → Self-host alternatives: Wan 2.2 VBVR, LTX-2
Qwen 3.6-Plus — Alibaba's proprietary 1M-context coding agent. API-only. → Self-host alternatives: Qwen3.5-Omni, GLM-5.1
Meta Muse Spark — Meta's first post-Llama proprietary model. → Self-host alternative: Llama 4
Wan 2.7 — open weights still pending Q2 2026 (currently API-only via Together AI). → Self-host today: Wan 2.2 VBVR

Week of April 13, 2026 — 2 New Guides

🤖 Qwen3.5-Omni 🆕 — Alibaba's unified multimodal model: text, audio, image & video understanding + text & speech generation in one 30B MoE. INT4 fits in 24GB VRAM. Apache 2.0 — guide
🎬 Wan 2.2 VBVR 🆕 — Video-Based Video Reference for consistent motion control. Use a reference clip to drive animation in new video generation. FP8 runs on RTX 3090 (16-24GB). ComfyUI workflow included — guide

Industry Notes (April 6–13, 2026)

API-only or pending open weights — self-host alternatives linked.

Wan 2.7 (Alibaba) — First+last-frame generation, video-to-video editing, subject referencing. Open weights expected mid-Q2 2026. → Self-host today: Wan 2.2 VBVR, Wan2.1
Qwen3.6-Plus (Alibaba) — 1M context window, agentic coding. Open-weight release pending. → Self-host alternatives: Qwen3.5, GLM-5.1
LTX 2.3 — New LTX video generation model, 22B params, 32GB VRAM baseline. → Use current open release: LTX-2

🔥 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

Industry Notes (March 23–30)

API-only / shut down — self-host alternatives linked.

Seedance 2.0 (ByteDance) — next-gen video gen launched in CapCut/Dreamina. API-only. → Self-host alternatives: Wan2.1, LTX-2
Google Lyria 3 Pro — music generation via Gemini API/Vertex AI. API-only. → Self-host alternative: ACE-Step
Gemini 3 Deep Think — Google's frontier reasoning model, API-only. → Self-host alternatives: DeepSeek-R1, GLM-5.1
Sora shutdown — OpenAI officially shut down the Sora video generation app. → Self-host alternative: OpenSora
DeepSeek V4 ✅ — shipped April 22, 2026 with full open weights (MIT). See updated guide.

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
🌐 Gemini 3.1 Flash Lite 🆕 — Google's cheapest/fastest model (March 3, 2026), API + open-source alternatives — guide
🎬 CubeComposer 4K 360° Video 🆕 — first model to natively generate 4K 360° panoramic video from standard footage (CVPR 2026) — guide

Also This Week (March 9–16, 2026)

GPT-5.4 — released March 5, 2026; native computer use (75.0% OSWorld), 1M context. API-only, no local deployment. → Self-host alternatives: GLM-5.1, DeepSeek-R1
DeepSeek V4 ✅ — released April 22, 2026, MIT, 1.6T-Pro / 284B-Flash. Guide.
Wan 2.2 — new version of Wan video generation foundation model. → Self-host: Wan 2.2 VBVR, Wan2.1

New in March 2026 — 6 New Categories, 57 New Guides

🗄️ RAG / Vector DBs — 6 guides: LlamaIndex, RAGFlow, ChromaDB, Qdrant, Milvus, Weaviate
🔄 MLOps — 4 guides: MLflow, Triton Inference Server, BentoML, ClearML
⚡ DevOps GPU — 2 guides: TensorRT-LLM, ONNX Runtime
🔬 Science — 3 guides: AlphaFold2, ESMFold, GROMACS molecular dynamics
🎮 Gaming / Streaming — Sunshine + Moonlight GPU-accelerated remote gaming
₿ Crypto Mining — XMRig CPU/GPU mining on Clore.ai

Latest Models Added (March 4, 2026)

DeepSeek V4 ✅ — 1.6T-Pro / 284B-Flash MoE, MIT license, shipped April 22, 2026 — guide
MiniMax Speech 2.6 🆕 — ultra-low latency TTS for voice agents, < 300ms TTFB — guide
SGLang 🆕 — RadixAttention for KV cache sharing, 2–5× throughput vs vLLM on MoE — guide
TGI 🆕 — HuggingFace's production LLM serving with Flash Attention 2 + PagedAttention — guide
LLaMA-Factory 🆕 — fine-tune 100+ LLMs with WebUI, LoRA/QLoRA, RLHF — guide
Fish Speech 🆕 — zero-shot voice cloning in 8+ languages from 10–15s reference audio — guide
Mochi-1 🆕 — 10B parameter video diffusion, 848×480 @ 30fps, 24GB VRAM — guide

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 (April 2026)

Snapshot of typical Clore.ai marketplace ranges, late-April 2026. See clore.ai/marketplace for live numbers — spot orders typically run 20–40% cheaper than on-demand.

GPU

VRAM

Typical /hr

Best For

Landing Page

RTX 3060

12GB

$0.16–1.00

TTS, small models, music gen

—

RTX 3070

8GB