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Dbrx Instruct by alpindale

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  Arxiv:2211.15841   Arxiv:2304.11277   Autotrain compatible   Custom code   Dbrx   Instruct   Region:us   Safetensors   Sharded   Tensorflow

Dbrx Instruct Benchmarks

LLME Score: 0.21071
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Dbrx Instruct Parameters and Internals

LLM NameDbrx Instruct
Repository 🤗https://huggingface.co/alpindale/dbrx-instruct 
Model Size131.6b
Required VRAM181.1 GB
Updated2024-09-07
Maintaineralpindale
Model Typedbrx
Instruction-BasedYes
Model Files  3.5 GB: 1-of-61   4.4 GB: 2-of-61   4.2 GB: 3-of-61   4.4 GB: 4-of-61   4.4 GB: 5-of-61   4.2 GB: 6-of-61   4.4 GB: 7-of-61   4.4 GB: 8-of-61   4.2 GB: 9-of-61   4.4 GB: 10-of-61   4.4 GB: 11-of-61   4.2 GB: 12-of-61   4.4 GB: 13-of-61   4.4 GB: 14-of-61   4.2 GB: 15-of-61   4.4 GB: 16-of-61   4.4 GB: 17-of-61   4.2 GB: 18-of-61   4.4 GB: 19-of-61   4.4 GB: 20-of-61   4.2 GB: 21-of-61   4.4 GB: 22-of-61   4.4 GB: 23-of-61   4.2 GB: 24-of-61   4.4 GB: 25-of-61   4.4 GB: 26-of-61   4.2 GB: 27-of-61   4.4 GB: 28-of-61   4.4 GB: 29-of-61   4.2 GB: 30-of-61   4.4 GB: 31-of-61   4.4 GB: 32-of-61   4.2 GB: 33-of-61   4.4 GB: 34-of-61   4.4 GB: 35-of-61   4.2 GB: 36-of-61   4.4 GB: 37-of-61   4.4 GB: 38-of-61   4.2 GB: 39-of-61   4.4 GB: 40-of-61   4.4 GB: 41-of-61   4.2 GB: 42-of-61
Model ArchitectureDbrxForCausalLM
Transformers Version4.38.2
Vocabulary Size100352
Torch Data Typebfloat16
Dbrx Instruct (alpindale/dbrx-instruct)

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Dbrx Instruct0K / 181.1 GB169761095
...rx Instruct Quantization Fixed0K / 176.9 GB139
Note: green Score (e.g. "73.2") means that the model is better than alpindale/dbrx-instruct.

Rank the Dbrx Instruct 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
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