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Rwkv 6 World 1b6 by RWKV

 »  All LLMs  »  RWKV  »  Rwkv 6 World 1b6   URL Share it on

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  Autotrain compatible   Custom code   Pytorch   Region:us   Rwkv6
Model Card on HF 🤗: https://huggingface.co/RWKV/rwkv-6-world-1b6 

Rwkv 6 World 1b6 Benchmarks

LLME Score: 0.14191
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Rwkv 6 World 1b6 (RWKV/rwkv-6-world-1b6)
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Rwkv 6 World 1b6 Parameters and Internals

Model Type 
Causal LM, Text Generation
Use Cases 
Areas:
Research, Knowledge Assistance
Applications:
Tourism Information, Wildlife Information
Primary Use Cases:
Answering user queries, Providing detailed responses
Limitations:
May produce hallucinations, Quality dependent on input quality
Considerations:
Requires understanding limitations of generative models.
Additional Notes 
Designed for efficient, high-quality real-time dialogue and narrative generation with a large context window.
Supported Languages 
Chinese (High proficiency)
Training Details 
Data Sources:
Various internet texts, Diverse datasets
Data Volume:
Unknown
Methodology:
Pretraining and fine-tuning with Transformers
Context Length:
4096
Hardware Used:
GPUs
Model Architecture:
Transformer-based architecture tailored for efficient text generation
Input Output 
Input Format:
Plain text prompt, with optional instructions and user input.
Accepted Modalities:
text
Output Format:
Generated text response in a dialogue format.
Performance Tips:
Enhance output quality by refining the input prompts to be clearer and more precisely defined.
Release Notes 
Version:
2.1
Date:
2024-03-28
Notes:
Improved accuracy and context handling up to 4096 tokens. Refined pretraining process using broader datasets.
LLM NameRwkv 6 World 1b6
Repository 🤗https://huggingface.co/RWKV/rwkv-6-world-1b6 
Required VRAM3.2 GB
Updated2025-09-23
MaintainerRWKV
Model Typerwkv6
Model Files  3.2 GB
Model ArchitectureRwkv6ForCausalLM
Transformers Version4.34.0
Tokenizer ClassRwkv6Tokenizer
Vocabulary Size65536

Best Alternatives to Rwkv 6 World 1b6

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V6 Finch 1B6 HF0K / 3.2 GB286
Rwkv 6 World V2.1 1b60K / 3.2 GB70
Note: green Score (e.g. "73.2") means that the model is better than RWKV/rwkv-6-world-1b6.

Rank the Rwkv 6 World 1b6 Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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