Bitnet 5B V0 by Ttimofeyka

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  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/Ttimofeyka/bitnet-5B-v0 

Bitnet 5B V0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bitnet 5B V0 (Ttimofeyka/bitnet-5B-v0)

Bitnet 5B V0 Parameters and Internals

Use Cases 
Limitations:
May be broken due to random weight additions, Improvements in test results only within margin of error
Considerations:
Use with caution since the model may not be stable
Additional Notes 
This is a preliminary model intended for experimentation. It includes random weight layers which might affect its stability.
Training Details 
Methodology:
Fine-tuning with additional random layers
Model Architecture:
Bitnet architecture with additional layers
LLM NameBitnet 5B V0
Repository ๐Ÿค—https://huggingface.co/Ttimofeyka/bitnet-5B-v0 
Model Size5b
Required VRAM13.6 GB
Updated2025-02-22
MaintainerTtimofeyka
Model Typellama
Model Files  5.0 GB: 1-of-3   4.9 GB: 2-of-3   3.7 GB: 3-of-3
Model ArchitectureBitnetForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Vocabulary Size32002
Torch Data Typefloat16

Rank the Bitnet 5B V0 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