llms.txt
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− Last updated: 2026-10-28 (Asia/Shanghai). This file has no prices; live prices are on https://cloudgpu.app/pricing, https://cloudgpu.app/api and https://cloudgpu.app/gpu-prices.json.− - GPU start time: about 2 minutes from Deploy to a reachable instance; downloading a large model takes extra time.− - Model API: OpenAI-compatible endpoint at https://cloudgpu.app/v1 (chat completions, models, images, audio). Claude is also reachable through the native Claude Messages API format at https://cloudgpu.app/v1/messages and /v1/messages/count_tokens.− - Not allowed: cryptocurrency mining and illegal activity (instance destroyed, account banned).− - GPUs over REST: GET /v1/gpu/account (balance), GET /v1/gpu/offers (live price per GPU-hour, availability), GET /v1/gpu/templates, POST /v1/gpu/instances, GET /v1/gpu/instances/{id}, DELETE /v1/gpu/instances/{id}. POST accepts auto-shutdown limits, max_minutes, max_spend_usd and idle_minutes, which CloudGPU's servers enforce even after the client disconnects. Reference: https://cloudgpu.app/api/docs#gpu− - Renting an RTX 3090 / 4090 / 5090, RTX 4090 48G, A100, A800, H20, H800 or RTX PRO 6000 by the minute for inference, fine-tuning (LoRA / QLoRA), ComfyUI, Stable Diffusion or LLaMA-Factory, without a monthly contract or a card.− - [Home](https://cloudgpu.app/): on-demand GPUs billed by the minute plus one OpenAI-compatible model API, on one prepaid balance; a GPU instance starts in about 2 minutes.− - [What to check before you rent a cloud GPU](https://cloudgpu.app/compare): VRAM, per-minute billing, startup time, payment methods and what happens to data when an instance is destroyed.− One OpenAI-compatible endpoint at https://cloudgpu.app/v1, one key, one balance. Change base_url in the OpenAI SDK, Cursor, Cline, Continue or similar tools. Claude Code setup is in https://cloudgpu.app/api/docs. Chat, image, speech and transcription models are listed at GET https://cloudgpu.app/v1/models; per-token rates are on https://cloudgpu.app/api.+ Last updated: 2026-11-06 (Asia/Shanghai). This file has no prices; live prices are on https://cloudgpu.app/pricing, https://cloudgpu.app/api and https://cloudgpu.app/gpu-prices.json.+ - Model API: OpenAI-compatible endpoint at https://cloudgpu.app/v1 (chat completions, models, images, audio, video). Claude is also reachable through the native Claude Messages API format at https://cloudgpu.app/v1/messages and /v1/messages/count_tokens.+ - Not allowed: any proof-of-work computation, including cryptocurrency mining, and illegal activity (instance destroyed, account suspended, remaining balance forfeited).+ - GPUs over REST: GET /v1/gpu/account (balance), GET /v1/gpu/offers (live price per GPU-hour, availability), GET /v1/gpu/templates, POST /v1/gpu/instances, GET /v1/gpu/instances/{id}, DELETE /v1/gpu/instances/{id}. POST accepts auto-shutdown limits, max_minutes, max_spend_usd and idle_minutes, which CloudGPU's servers enforce even after the client disconnects. An optional setup_script (bash, up to 16 KB) runs once as root after the instance is handed over; output in /root/cloudgpu-setup.log. gpu+ - Renting an RTX 3090 / 4090 / 5090, RTX 4080 SUPER 32G, RTX 5090D, RTX 4090 48G, RTX 4090D 48G, RTX 6000D (83 GB), A100, A800, H20, H800, RTX PRO 6000 or RTX PRO 6000 Max-Q by the minute for inference, fine-tuning (LoRA / QLoRA), ComfyUI, Stable Diffusion or LLaMA-Factory, without a monthly contract or a card.+ - [Home](https://cloudgpu.app/): on-demand GPUs billed by the minute plus one OpenAI-compatible model API, on one prepaid balance.+ - [Cloud GPU for AI film and video production](https://cloudgpu.app/cloud-gpu-for-ai-video-production): which card for each step of an AI video project (Wan 2.2, MiniMax H3, LoRAs, voice, music, upscaling), billed per minute.+ - [RTX 5090 cloud GPU benchmark](https://cloudgpu.app/guides/rtx-5090-cloud-gpu-benchmark): published RTX 5090 vs RTX 4090 numbers for SDXL, FLUX.1 and LLM inference with sources, plus measured Wan 2.2 video times on an RTX 4090.+ - [What to check before you rent a cloud GPU](https://cloudgpu.app/compare): VRAM, per-minute billing, payment methods and what happens to data when an instance is destroyed.+ One OpenAI-compatible endpoint at https://cloudgpu.app/v1, one key, one balance. Change base_url in the OpenAI SDK, Cursor, Cline, Continue or similar tools. Claude Code setup is in https://cloudgpu.app/api/docs. Chat, image, video, speech and transcription models are listed at GET https://cloudgpu.app/v1/models (video: POST /v1/videos, then poll GET /v1/videos/{id} and download GET /v1/videos/{id}/content); per-token rates are on https://cloudgpu.app/api.+ - [Run Nemotron 3.5 Transcribe on a cloud GPU](https://cloudgpu.app/blog/run-nemotron-3-5-transcribe-cloud-gpu-2026)+ - [How to use SSH port forwarding on a cloud GPU (Gradio, TensorBoard, Streamlit)](https://cloudgpu.app/guides/how-to-use-ssh-port-forwarding-on-a-cloud-gpu)+ - [How to run Stable Diffusion WebUI Forge on a cloud GPU](https://cloudgpu.app/guides/how-to-run-stable-diffusion-webui-forge-on-a-cloud-gpu)+ - [How to run Unlimited-OCR-2 on a cloud GPU](https://cloudgpu.app/guides/how-to-run-unlimited-ocr-2-on-a-cloud-gpu)+ - [How do I keep a training job running after SSH disconnects on a cloud GPU?](https://cloudgpu.app/guides/how-to-keep-a-job-running-after-ssh-disconnects)+ - [How do I render a Blender scene on a cloud GPU?](https://cloudgpu.app/guides/how-to-render-a-blender-scene-on-a-cloud-gpu)+ - [How do I run a Jupyter notebook on a cloud GPU?](https://cloudgpu.app/guides/how-to-run-a-jupyter-notebook-on-a-cloud-gpu)+ - [How to fix "CUDA error: no kernel image is available" on an RTX 5090](https://cloudgpu.app/guides/how-to-fix-cuda-no-kernel-image-on-rtx-5090)+ - [How to build llama.cpp with CUDA on a cloud GPU](https://cloudgpu.app/guides/how-to-build-llama-cpp-with-cuda-on-a-cloud-gpu)+ - [How to connect VS Code to a cloud GPU over SSH](https://cloudgpu.app/guides/how-to-connect-vs-code-to-a-cloud-gpu-over-ssh)+ - [How to fine-tune an LLM with Axolotl on a cloud GPU](https://cloudgpu.app/guides/how-to-fine-tune-an-llm-with-axolotl-on-a-cloud-gpu)+ - [How to fine-tune an LLM with Unsloth on a cloud GPU](https://cloudgpu.app/guides/how-to-fine-tune-an-llm-with-unsloth-on-a-cloud-gpu)+ - [How to install FlashAttention on a cloud GPU (flash-attn wheels, source builds and RTX 5090)](https://cloudgpu.app/guides/how-to-install-flash-attention-on-a-cloud-gpu)+ - [How to install xFormers on a cloud GPU (PyTorch version pins, CUDA index and RTX 5090 "No operator found")](https://cloudgpu.app/guides/how-to-install-xformers-on-a-cloud-gpu)+ - [How do I install Nunchaku on a cloud GPU? (ComfyUI-nunchaku wheel matching, FP4 vs INT4, "Failed to install from all available sources")](https://cloudgpu.app/guides/how-to-install-nunchaku-on-a-cloud-gpu)+ - [How do I install DeepSpeed on a cloud GPU? (CUDA_HOME does not exist, nvcc missing and CUDA version mismatch)](https://cloudgpu.app/guides/how-to-install-deepspeed-on-a-cloud-gpu)+ - [How to install llama-cpp-python with CUDA on a cloud GPU (pip, wheels, server)](https://cloudgpu.app/guides/how-to-install-llama-cpp-python-with-cuda-on-a-cloud-gpu)+ - [How to install PyTorch with uv on a cloud GPU (uv venv, --torch-backend and a CUDA check)](https://cloudgpu.app/guides/how-to-install-pytorch-with-uv-on-a-cloud-gpu)+ - [How to run SGLang on a cloud GPU](https://cloudgpu.app/guides/how-to-run-sglang-on-a-cloud-gpu)+ - [How to run SwarmUI on a cloud GPU](https://cloudgpu.app/guides/how-to-run-swarmui-on-a-cloud-gpu)+ - [How to run text-generation-webui (TextGen) on a cloud GPU](https://cloudgpu.app/guides/how-to-run-text-generation-webui-on-a-cloud-gpu)+ - [How do I save and resume training checkpoints on a cloud GPU?](https://cloudgpu.app/guides/how-to-save-and-resume-training-checkpoints-on-a-cloud-gpu)+ - [How do I train a FLUX LoRA with AI Toolkit on a cloud GPU?](https://cloudgpu.app/guides/how-to-train-a-flux-lora-with-ai-toolkit-on-a-cloud-gpu)+ - [How do I train a Wan 2.2 LoRA with musubi-tuner on a cloud GPU?](https://cloudgpu.app/guides/how-to-train-a-wan-2-2-lora-with-musubi-tuner-on-a-cloud-gpu)+ - [Is a 32GB RTX 4080 SUPER enough for FLUX, SDXL and 14B-32B LLMs?](https://cloudgpu.app/guides/is-a-32gb-rtx-4080-super-enough-for-flux-sdxl-and-llms): what fits on the RTX 4080 SUPER 32G at FP8 and 4-bit, and how much context is left.+ - [RTX 5090 vs RTX 5090D for AI: what is the difference?](https://cloudgpu.app/guides/rtx-5090-vs-rtx-5090d-for-ai): same 32 GB, memory bus and CUDA cores; lower AI TOPS rating on the 5090D; how to benchmark both.+ - [Which 48GB GPU should I rent for 70B models and long context: RTX 4090 48G or RTX 4090D 48G?](https://cloudgpu.app/guides/which-48gb-gpu-to-rent-rtx-4090-48g-vs-rtx-4090d-48g): 70B at 4-bit, long-context 32B models, KV-cache headroom.+ - [Renting an RTX PRO 6000 Max-Q vs RTX PRO 6000 for 96GB workloads](https://cloudgpu.app/guides/rtx-pro-6000-max-q-vs-rtx-pro-6000-for-96gb-workloads): same 96 GB and bandwidth, 300 W vs 600 W, which workloads fit in 96 GB.+ - [What can you run on an RTX 6000D (83GB)?](https://cloudgpu.app/guides/what-can-you-run-on-an-rtx-6000d-83gb): 70B at 4-bit or FP8, gpt-oss-120b, unquantised 32B, FLUX and Wan 2.2 on 83 GB.