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[ARTICLE · art-52683] src=baremetalrt.ai ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

BareMetalRT – TensorRT-LLM running natively on Windows (no WSL)

BareMetalRT launches TensorRT-LLM natively on Windows without WSL, enabling heterogeneous tensor parallelism across consumer GPUs over standard networking. Users can run HuggingFace models locally via PyTorch backend, supporting Llama, Mistral, Mixtral, Qwen 2/3, Gemma 2/3, Phi-3, and DeepSeek.

read1 min views1 publishedJul 9, 2026

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For the first time ever Heterogeneous tensor parallelism across consumer GPUs over standard networking

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Bring your own model

Paste a HuggingFace model link. It runs on your GPU via the PyTorch backend — no cloud, no engine build.

Supported families:

Llama, Mistral, Mixtral, Qwen 2/3 (incl. MoE), Gemma 2/3, Phi‑3, DeepSeek. Weights must be a HuggingFace checkpoint (safetensors) in** FP16/BF16or 4‑bit AWQ**—** GGUF is not supported**. Other architectures are rejected when you paste them.Request an integration

Missing a tool your business or workflow needs? Tell us which one — we'll build the connector and add it, usually

within one business day.

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