RF
RWKV Foundation
Language model · United States ·Jun 2023

RWKV-4 World (7B)

Language Open (Restricted)
7.4B
Parameters

About RWKV-4 World (7B)

RWKV-4 World (7B) is an AI model developed by RWKV Foundation, in the language category, released in 2023, made available as an open-weights model with 7.4B params.

On this page you'll find RWKV-4 World (7B)'s full specifications. Review provider pricing and benchmark scores below, or compare RWKV-4 World (7B) head-to-head with other language models.

→ More models by RWKV Foundation → All language models → AI benchmarks leaderboard

Links

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Run RWKV-4 World (7B) locally — what to buy

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Sized to what RWKV-4 World (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
~79.3 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
~97.4 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →
Best
NVIDIA GeForce RTX 5070
Consumer GPU · ~$549
~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
39–120+ tok/s
32 options →
Apple
23.5–120+ tok/s
18 options →
Datacenter GPU
120+ tok/s
13 options →

Community

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Frequently asked questions

What is RWKV-4 World (7B)? ▶

RWKV-4 World (7B) is an AI model developed by RWKV Foundation, in the language category, released in 2023. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created RWKV-4 World (7B)? ▶

RWKV-4 World (7B) was developed by RWKV Foundation and released in 2023.

Is RWKV-4 World (7B) open source or proprietary? ▶

RWKV-4 World (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 RWKV-4 World (7B) cost? ▶

Pricing for RWKV-4 World (7B) depends on the provider. See the providers table on this page for the latest API rates.

How does RWKV-4 World (7B) perform on benchmarks? ▶

Benchmark scores for RWKV-4 World (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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