Rent A100 40GB GPU capacity

Name: Badgr A100 40GB GPU Capacity
Brand: Badgr
Availability: InStock

Run models, scripts, containers, training jobs, batch inference, and custom GPU workloads on A100 40GB-class capacity with max-cost protection.

Run on A100 40GB Serve model Get help running this

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Available regions

United States Europe Asia Pacific

Popular A100 40GB use cases

fine-tuningLoRA adapterscheckpoints7B trainingcustom jobs

Model training, fine-tuning, LoRA adaptation

Best workloads for A100 40GB

LoRA Training

Fine-tune LoRA adapters on open models with cost-capped training jobs, checkpoint logs, and automatic teardown when training completes.

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 A100 40GB

Qwen 2.5 7B Instruct Qwen 2.5 7B Instruct AWQ Qwen 2.5 7B Instruct GPTQ Qwen3 8B Qwen3 8B AWQ Qwen3 8B GPTQ Llama 3.1 8B Instruct Llama 3.1 8B Instruct AWQ Llama 3.1 8B Instruct GPTQ 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 Gemma 3 4B IT Gemma 3 4B IT AWQ Gemma 3 4B IT GPTQ 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 Phi 3.5 Mini Instruct Phi 3.5 Mini Instruct AWQ Phi 3.5 Mini Instruct GPTQ Phi-4 AWQ Phi-4 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 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 AWQ StarCoder2 15B GPTQ 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

Example commands

Serve a model

badgr serve Qwen/Qwen3-32B \
  --gpu A100 40GB \
  --max-cost 10

Starts an OpenAI-compatible endpoint with max-cost protection

Run a custom job

badgr run "python job.py" \
  --gpu A100 40GB \
  --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 A100 40GB for non-AI workloads?

Yes. Badgr can run AI workloads, CUDA jobs, scripts, containers, batch jobs, and other GPU workloads. A100 40GB 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 A100 40GB?

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 A100 40GB 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 A100 40GB?

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 A100 40GB?

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

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