Zamba 7B V1 by Zyphra

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  Arxiv:2405.16712   Autotrain compatible   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow   Zamba

Zamba 7B V1 Benchmarks

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

Zamba 7B V1 Parameters and Internals

LLM NameZamba 7B V1
Repository ๐Ÿค—https://huggingface.co/Zyphra/Zamba-7B-v1 
Model Size7b
Required VRAM14.5 GB
Updated2024-10-11
MaintainerZyphra
Model Typezamba
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.6 GB: 3-of-3   14.7 GB
Model ArchitectureZambaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.42.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Zamba 7B V1 (Zyphra/Zamba-7B-v1)

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Zamba 7B V1 Phase14K / 14.5 GB2724
Note: green Score (e.g. "73.2") means that the model is better than Zyphra/Zamba-7B-v1.

Rank the Zamba 7B V1 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 v2024072803