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Alpaca Native 4bit by ozcur

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  4bit   Autotrain compatible   Endpoints compatible   Has space   Llama   Quantized   Region:us

Rank the Alpaca Native 4bit 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  
Alpaca Native 4bit (ozcur/alpaca-native-4bit)

Best Alternatives to Alpaca Native 4bit

Best Alternatives
HF Rank
Llama 7B Onnx Merged Fp162K /  GB1037
Llama 7B Onnx Fp162K /  GB290
Llama 7B 4bit Act0K / 3.8 GB22
Llama 7B 4bit Gr1280K / 4 GB34
Alpaca 7B Native 4bit0K / 4.5 GB124
Swallow 7B GPTQ4K / 4.1 GB251
Llama 7B Onnx Merged Fp322K /  GB601
Llama 7B Onnx Fp322K /  GB300
Honest Llama2 Chat 7B2K / 13.5 GB779
Vicuna0K / 0 GB114

Alpaca Native 4bit Parameters and Internals

LLM NameAlpaca Native 4bit
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM4.5 GB
Model Typellama
Model Files  4.5 GB   0.0 GB
Quantization Type4bit
Model ArchitectureLLaMAForCausalLM
Model Max Length512
Transformers Version4.27.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32001
Initializer Range0.02
Torch Data Typefloat32
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003