Bitnet B1 58 3B Quantized by kousw

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Bitnet B1 58 3B Quantized Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bitnet B1 58 3B Quantized (kousw/bitnet_b1_58-3B_quantized)

Bitnet B1 58 3B Quantized Parameters and Internals

Model Type 
quantized
Additional Notes 
The quantized model achieves similar performance (PPL) as the original by using the same weights during execution.
Input Output 
Input Format:
text input
Accepted Modalities:
text
Output Format:
text output
LLM NameBitnet B1 58 3B Quantized
Repository ๐Ÿค—https://huggingface.co/kousw/bitnet_b1_58-3B_quantized 
Model Size3b
Required VRAM1.1 GB
Updated2024-12-18
Maintainerkousw
Model Typellama
Model Files  1.1 GB
Model ArchitectureBitnetForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.39.2
Tokenizer ClassBitnetTokenizer
Padding Token<pad>
Vocabulary Size32002
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than kousw/bitnet_b1_58-3B_quantized.

Rank the Bitnet B1 58 3B Quantized 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