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Falcon 7B Instruct by tiiuae

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  134643   
  Arxiv:1911.02150   Arxiv:2005.14165   Arxiv:2104.09864   Arxiv:2205.14135   Arxiv:2306.01116   Autotrain compatible   Coreml   Custom code Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Falcon   Instruct   Pytorch   Region:us   Sharded

Falcon 7B Instruct Benchmarks

MMLU Pro: 1.73
MUSR: 3.25
BBH: 4.82
IFEval: 19.69 vs 88 (so35)-77.6%
ARC: 45.82 vs 96.7 (so35)-52.6%
HellaSwag: 70.78 vs 95.3 (gpt4)-25.7%
MMLU: 25.66 vs 88.3 (so35)-70.9%
TruthfulQA: 44.07 vs 59 (gpt4)-25.3%
WinoGrande: 68.03 vs 87.5 (gpt4)-22.3%
GSM8K: 4.62 vs 96.4 (so35)-95.2%
MATH Lvl 5: 0.6
LLME Score: 0.28691
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Falcon 7B Instruct Parameters and Internals

LLM NameFalcon 7B Instruct
Repository 🤗https://huggingface.co/tiiuae/falcon-7b-instruct 
Model Size7b
Required VRAM14.4 GB
Updated2024-09-07
Maintainertiiuae
Model Typefalcon
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureFalconForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.27.4
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typebfloat16
Falcon 7B Instruct (tiiuae/falcon-7b-instruct)

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... 7B Instruct Sharded Finetuned0K / 13.8 GB71

Rank the Falcon 7B 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  
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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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