FA
Facebook AI
Language model · United States ·Nov 2019

XLM-RoBERTa

Language Open Weights
550M
Parameters

About XLM-RoBERTa

XLM-RoBERTa is an AI model developed by Facebook AI, in the language category, released in 2019, made available as an open-weights model with 0.6B params.

On this page you'll find XLM-RoBERTa's full specifications. Review provider pricing and benchmark scores below, or compare XLM-RoBERTa head-to-head with other language models.

→ More models by Facebook AI → All language models → AI benchmarks leaderboard

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Run XLM-RoBERTa locally — what to buy

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Sized to what XLM-RoBERTa actually needs (~8k context at Q4), not to the biggest GPU: Good = cheapest that runs it, Better = best value, Best = most headroom. Speed is a hardware estimate; anything past ~120 tok/s is shown as instant.

Best
Intel Arc B580 12GB
Consumer GPU · ~$249
~120 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →

Software support

·ExLlamaV2 ·KoboldCpp ·LM Studio ·MLX ·Ollama ·SGLang ·TensorRT-LLM ·llama.cpp ·vLLM ?KTransformers ?text-generation-webui

✓ measured · · compatible · — not supported. Informational only — speed is hardware-based.

Consumer GPU
120+ tok/s
33 options →
Apple
120+ tok/s
18 options →
Datacenter GPU
120+ tok/s
13 options →

Community

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Frequently asked questions

What is XLM-RoBERTa? ▶

XLM-RoBERTa is an AI model developed by Facebook AI, in the language category, released in 2019. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created XLM-RoBERTa? ▶

XLM-RoBERTa was developed by Facebook AI and released in 2019.

Is XLM-RoBERTa open source or proprietary? ▶

XLM-RoBERTa ships as an open-weights model: you can download and self-host the weights, though the licence may place some restrictions on use.

How much does XLM-RoBERTa cost? ▶

Pricing for XLM-RoBERTa depends on the provider. See the providers table on this page for the latest API rates.

How does XLM-RoBERTa perform on benchmarks? ▶

Benchmark scores for XLM-RoBERTa are listed on this page as they are published. You can compare it head-to-head with other models on the GenAIList compare tool.

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