Rent L40S 48GB GPU capacity

Name: Badgr L40S 48GB GPU Capacity
Brand: Badgr
Availability: InStock

Run models, scripts, containers, training jobs, batch inference, and custom GPU workloads on L40S 48GB-class capacity with max-cost protection.

Run on L40S Serve model Get help running this

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Available regions

United States Europe Asia Pacific

Popular L40S 48GB use cases

image generationvideo processingComfyUIFluxSDXL

Image and video generation, vision AI workloads

Best workloads for L40S 48GB

ComfyUI

Run ComfyUI image and video workflows — SDXL, Flux, ControlNet, and custom node graphs — on GPU capacity with max-cost protection.

vLLM Endpoint

Serve an OpenAI-compatible vLLM endpoint for open models with health checks, live logs, and automatic teardown on idle or budget limit.

Batch Inference

Run offline batch inference — scoring, evals, extraction — across large input sets with retries and a single receipt at completion.

Models people serve on L40S 48GB

Qwen 2.5 7B Instruct Qwen 2.5 7B Instruct AWQ Qwen 2.5 7B Instruct GPTQ Qwen 2.5 32B Instruct AWQ Qwen 2.5 32B Instruct GPTQ Qwen3 8B Qwen3 8B AWQ Qwen3 8B GPTQ Qwen3 32B AWQ Qwen3 32B GPTQ Qwen3 Coder 30B AWQ Qwen3 Coder 30B GPTQ Llama 3.1 8B Instruct Llama 3.1 8B Instruct AWQ Llama 3.1 8B Instruct GPTQ Llama 3.2 11B Vision Instruct Llama 3.2 11B Vision Instruct AWQ Llama 3.2 11B Vision Instruct GPTQ DeepSeek R1 Distill Qwen 7B DeepSeek R1 Distill Qwen 7B AWQ DeepSeek R1 Distill Qwen 7B GPTQ DeepSeek R1 Distill Qwen 32B AWQ DeepSeek R1 Distill Qwen 32B GPTQ Gemma 3 4B IT Gemma 3 4B IT AWQ Gemma 3 4B IT GPTQ Gemma 3 12B IT Gemma 3 12B IT AWQ Gemma 3 12B IT GPTQ Gemma 3 27B IT AWQ Gemma 3 27B IT GPTQ Mistral 7B Instruct v0.3 Mistral 7B Instruct v0.3 AWQ Mistral 7B Instruct v0.3 GPTQ Mistral Small 24B Instruct AWQ Mistral Small 24B Instruct GPTQ Mixtral 8x7B Instruct AWQ Mixtral 8x7B Instruct GPTQ Phi 3.5 Mini Instruct Phi 3.5 Mini Instruct AWQ Phi 3.5 Mini Instruct GPTQ Phi-4 Phi-4 AWQ Phi-4 GPTQ Command R 35B AWQ Command R 35B GPTQ Command R7B Command R7B AWQ Command R7B GPTQ Granite 3.3 8B Instruct Granite 3.3 8B Instruct AWQ Granite 3.3 8B Instruct GPTQ Nemotron Mini 4B Instruct Nemotron Mini 4B Instruct AWQ Nemotron Mini 4B Instruct GPTQ GPT-OSS 20B GPT-OSS 20B AWQ GPT-OSS 20B GPTQ BGE-M3 BGE-M3 AWQ BGE-M3 GPTQ BGE Reranker v2 M3 BGE Reranker v2 M3 AWQ BGE Reranker v2 M3 GPTQ Nomic Embed Text v1.5 Nomic Embed Text v1.5 AWQ Nomic Embed Text v1.5 GPTQ Whisper Large v3 Whisper Large v3 AWQ Whisper Large v3 GPTQ LLaVA OneVision Qwen2 7B LLaVA OneVision Qwen2 7B AWQ LLaVA OneVision Qwen2 7B GPTQ Falcon3 10B Instruct Falcon3 10B Instruct AWQ Falcon3 10B Instruct GPTQ Yi 1.5 9B Chat Yi 1.5 9B Chat AWQ Yi 1.5 9B Chat GPTQ StarCoder2 15B StarCoder2 15B AWQ StarCoder2 15B GPTQ Codestral 22B Codestral 22B AWQ Codestral 22B GPTQ Jina Embeddings v3 Jina Embeddings v3 AWQ Jina Embeddings v3 GPTQ Multilingual E5 Large Multilingual E5 Large AWQ Multilingual E5 Large GPTQ GTE Large EN v1.5 GTE Large EN v1.5 AWQ GTE Large EN v1.5 GPTQ ModernBERT Large ModernBERT Large AWQ ModernBERT Large GPTQ OpenHermes 2.5 Mistral 7B OpenHermes 2.5 Mistral 7B AWQ OpenHermes 2.5 Mistral 7B GPTQ OpenChat 3.5 0106 OpenChat 3.5 0106 AWQ OpenChat 3.5 0106 GPTQ Stable Code Instruct 3B Stable Code Instruct 3B AWQ Stable Code Instruct 3B GPTQ MiniCPM5 1B MiniCPM5 1B AWQ MiniCPM5 1B GPTQ OLMo 2 0425 1B Instruct OLMo 2 0425 1B Instruct AWQ OLMo 2 0425 1B Instruct GPTQ LFM2.5 1.2B Instruct LFM2.5 1.2B Instruct AWQ LFM2.5 1.2B Instruct GPTQ Qwen 2.5 Coder 3B Instruct Qwen 2.5 Coder 3B Instruct AWQ Qwen 2.5 Coder 3B Instruct GPTQ Quokka 7B Instruct Quokka 7B Instruct AWQ Quokka 7B Instruct GPTQ EXAONE 3.5 7.8B Instruct EXAONE 3.5 7.8B Instruct AWQ EXAONE 3.5 7.8B Instruct GPTQ A.X 4.0 Light A.X 4.0 Light AWQ A.X 4.0 Light GPTQ StarCoder2 3B Instruct StarCoder2 3B Instruct AWQ StarCoder2 3B Instruct GPTQ Kanana 2 3B Instruct Kanana 2 3B Instruct AWQ Kanana 2 3B Instruct GPTQ Olmo 3 7B Instruct Olmo 3 7B Instruct AWQ Olmo 3 7B Instruct GPTQ Qwen 2.5 1.5B Instruct Qwen 2.5 1.5B Instruct AWQ Qwen 2.5 1.5B Instruct GPTQ Qwen 2.5 1.5B Instruct (Gensyn mirror)Qwen 2.5 1.5B Instruct (Gensyn mirror) AWQ Qwen 2.5 1.5B Instruct (Gensyn mirror) GPTQ Qwen 2.5 0.5B Instruct Qwen 2.5 0.5B Instruct AWQ Qwen 2.5 0.5B Instruct GPTQ Falcon-H1 0.5B Instruct Falcon-H1 0.5B Instruct AWQ Falcon-H1 0.5B Instruct GPTQ Qwen 3 0.6B Qwen 3 0.6B AWQ Qwen 3 0.6B GPTQ Qwen 3 0.6B FP8 Qwen 3 0.6B FP8 AWQ Qwen 3 0.6B FP8 GPTQ Gemma 4 E4B Instruct GGUF Gemma 4 E4B Instruct GGUF AWQ Gemma 4 E4B Instruct GGUF GPTQ Qwen 3.5 4B MTP GGUF Qwen 3.5 4B MTP GGUF AWQ Qwen 3.5 4B MTP GGUF GPTQ StartLux Decision 0.8B Q8_0 GGUF StartLux Decision 0.8B Q8_0 GGUF AWQ StartLux Decision 0.8B Q8_0 GGUF GPTQ Qwen 3.6 35B A3B GGUF AWQ Qwen 3.6 35B A3B GGUF GPTQ Gemma 4 E2B Gemma 4 E2B AWQ Gemma 4 E2B GPTQ Gemma 4 31B Instruct AWQ 4-bit AWQ Gemma 4 31B Instruct AWQ 4-bit GPTQ Qwen 3.5 35B A3B GGUF AWQ Qwen 3.5 35B A3B GGUF GPTQ Qwen 3.8 27B GGUF AWQ Qwen 3.8 27B GGUF GPTQ MiniCPM5 2B MiniCPM5 2B AWQ MiniCPM5 2B GPTQ EmbeddingGemma 2 EmbeddingGemma 2 AWQ EmbeddingGemma 2 GPTQ Qwen-Image 2.1 Turbo Qwen-Image 2.1 Turbo AWQ Qwen-Image 2.1 Turbo GPTQ TimesFM 3.0 TimesFM 3.0 AWQ TimesFM 3.0 GPTQ Nemotron 3 Diarization Nemotron 3 Diarization AWQ Nemotron 3 Diarization GPTQ OpenJev GGUF AWQ OpenJev GGUF GPTQ Qwen3 30B A3B Instruct 2507 AWQ Qwen3 30B A3B Instruct 2507 GPTQ SmolLM2 360M Instruct SmolLM2 360M Instruct AWQ SmolLM2 360M Instruct GPTQ Qwen3-VL 8B Instruct Qwen3-VL 8B Instruct AWQ Qwen3-VL 8B Instruct GPTQ Qwen 3 8B GGUF Qwen 3 8B GGUF AWQ Qwen 3 8B GGUF GPTQ OPT 125M OPT 125M AWQ OPT 125M GPTQ Granite 4.0 H Tiny Granite 4.0 H Tiny AWQ Granite 4.0 H Tiny GPTQ

Example commands

Serve a model

badgr serve Qwen/Qwen3-32B \
  --gpu L40S \
  --max-cost 10

Starts an OpenAI-compatible endpoint with max-cost protection

Run a custom job

badgr run "python job.py" \
  --gpu L40S \
  --max-cost 10 \
  --max-runtime 120

Runs a script with cost and time limits, logs streamed back

Estimated pricing & availability

Checking last-seen pricing...

Prices below are last-seen estimates. Badgr rechecks live price and availability before launch — final cost depends on selected route, runtime, region, and workload duration.

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Frequently asked questions

Can I rent L40S 48GB for non-AI workloads?

Yes. Badgr can run AI workloads, CUDA jobs, scripts, containers, batch jobs, and other GPU workloads. L40S 48GB is popular for AI because that's the most common use case, but you can run any CUDA-compatible workload.

Can I run custom Docker containers on L40S 48GB?

Yes. Use badgr run with a custom Docker image, or submit a container through the Compute API. Badgr handles orchestration, networking, logs, and teardown.

Does Badgr enforce max-cost limits?

Yes. Set a max-cost budget before launch. If the job would exceed it, Badgr stops the job and issues a receipt. This protects you from runaway costs.

Is L40S 48GB availability guaranteed?

No. Badgr rechecks availability immediately before launch. If the route is no longer available, we notify you and suggest alternatives. This is why we show live pricing.

Do I get logs and receipts?

Yes. Stream logs in real-time while the job runs. After completion, Badgr issues a detailed receipt with compute time, cost, and resource usage.

Can I serve models on L40S 48GB?

Yes. Use badgr serve to launch an OpenAI-compatible endpoint. Set a max-cost budget and Badgr auto-manages provisioning, health checks, logs, and teardown.

Ready to run on L40S 48GB?

Launch from the dashboard, CLI, or Compute API. Max-cost protection included.

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