MO
MosaicML
Language model · United States ·May 2023

MPT-7B

Language Open (Restricted)
7B
Parameters

About MPT-7B

MPT-7B is an AI model developed by MosaicML, in the language category, released in 2023, made available as an open-weights model with 7B params.

On this page you'll find MPT-7B's full specifications. Review provider pricing and benchmark scores below, or compare MPT-7B head-to-head with other language models.

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

Links

Announcement ↗ Hugging Face ↗

Run MPT-7B locally — what to buy

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Sized to what MPT-7B 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.

Good
Intel Arc B580 12GB
Consumer GPU · ~$249
~83.8 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →
Better
Intel Arc A770 16GB
Consumer GPU · ~$329
~102.9 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →
Best
AMD Radeon RX 7800 XT
Consumer GPU · ~$499
~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
41.1–120+ tok/s
32 options →
Apple
24.9–120+ tok/s
18 options →
Datacenter GPU
120+ tok/s
13 options →

Community

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Frequently asked questions

What is MPT-7B? ▶

MPT-7B is an AI model developed by MosaicML, in the language category, released in 2023. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created MPT-7B? ▶

MPT-7B was developed by MosaicML and released in 2023.

Is MPT-7B open source or proprietary? ▶

MPT-7B 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 MPT-7B cost? ▶

Pricing for MPT-7B depends on the provider. See the providers table on this page for the latest API rates.

How does MPT-7B perform on benchmarks? ▶

Benchmark scores for MPT-7B 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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