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Rwkv 5 World 3B by RWKV

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Rwkv 5 World 3B is an open-source language model by RWKV. Features: 3b LLM, VRAM: 3.2GB, LLM Explorer Score: 0.12.

  Custom code   Pytorch   Region:us   Rwkv5   Safetensors
Model Card on HF 🤗: https://huggingface.co/RWKV/rwkv-5-world-3b 

Rwkv 5 World 3B Benchmarks

LLME Score: 0.12366
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rwkv 5 World 3B (RWKV/rwkv-5-world-3b)
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Rwkv 5 World 3B Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is tailored for interactive, real-time text generation tasks, thriving in multilingual contexts.
Supported Languages 
Chinese (fluent), English (fluent)
Training Details 
Data Sources:
Diverse text corpora
Methodology:
Auto-regressive text generation model based on transformed neural net theory.
Model Architecture:
Transformers-based architecture with enhancements in attention mechanisms.
Input Output 
Input Format:
Text prompts structured as question-response pairs or simple instructions.
Accepted Modalities:
text
Output Format:
Textual responses, ideally handling varying contextual and interactive prompts.
Performance Tips:
Consider batching requests for GPU inference to optimize performance.
LLM NameRwkv 5 World 3B
Repository 🤗https://huggingface.co/RWKV/rwkv-5-world-3b 
Model Size3b
Required VRAM3.2 GB
Updated2026-04-13
MaintainerRWKV
Model Typerwkv5
Model Files  3.2 GB   3.2 GB
Model ArchitectureRwkv5ForCausalLM
Transformers Version4.34.0
Tokenizer ClassRwkv5Tokenizer
Vocabulary Size65536

Best Alternatives to Rwkv 5 World 3B

Best Alternatives
Context / RAM
Downloads
Likes
Hermes RWKV V5 3B HF0K / 6.1 GB104
HF Rwkv 3B 48 2048 Ctx163840K / 11.7 GB61
Note: green Score (e.g. "73.2") means that the model is better than RWKV/rwkv-5-world-3b.

Rank the Rwkv 5 World 3B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20260328a
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