Falcon 40B 8bit by substratusai

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  8-bit   8bit   Autotrain compatible   Custom code   Endpoints compatible   Pytorch   Quantized   Refinedweb   Region:us   Sharded

Falcon 40B 8bit Benchmarks

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

Falcon 40B 8bit Parameters and Internals

LLM NameFalcon 40B 8bit
Repository ๐Ÿค—https://huggingface.co/substratusai/falcon-40b-8bit 
Model Size40b
Required VRAM41.8 GB
Updated2024-09-19
Maintainersubstratusai
Model TypeRefinedWeb
Model Files  10.0 GB: 1-of-5   9.8 GB: 2-of-5   9.9 GB: 3-of-5   9.8 GB: 4-of-5   2.3 GB: 5-of-5
Quantization Type8bit
Model ArchitectureRWForCausalLM
Model Max Length2048
Transformers Version4.31.0.dev0
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typefloat16
Falcon 40B 8bit (substratusai/falcon-40b-8bit)

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Note: green Score (e.g. "73.2") means that the model is better than substratusai/falcon-40b-8bit.

Rank the Falcon 40B 8bit 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