MambaByte PG19 972M by JunxiongWang

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  Arxiv:2401.13660   Dataset:pg19   En   Endpoints compatible   Mamba   Pytorch   Region:us

MambaByte PG19 972M Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MambaByte PG19 972M (JunxiongWang/MambaByte_PG19_972M)

MambaByte PG19 972M Parameters and Internals

Model Type 
text-generation
Additional Notes 
Use the 'generate' function for text continuation.
Supported Languages 
en (English)
Training Details 
Data Sources:
PG-19
Data Volume:
150B bytes
Context Length:
2048
Hardware Used:
CUDA
Model Architecture:
MambaLMHead
Input Output 
Input Format:
bytes
Accepted Modalities:
text
Output Format:
bytes
LLM NameMambaByte PG19 972M
Repository ๐Ÿค—https://huggingface.co/JunxiongWang/MambaByte_PG19_972M 
Model Size972m
Required VRAM3.9 GB
Updated2025-02-05
MaintainerJunxiongWang
Model Files  3.9 GB
Supported Languagesen
Model ArchitectureAutoModel
Licenseapache-2.0
Vocabulary Size256

Rank the MambaByte PG19 972M 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 v20241227