Falcon 7B Instruct Bnb 4bit by alokabhishek

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  Arxiv:2305.14314   4-bit   4bit   7b   Autotrain compatible   Bitsandbytes   Bnb   Custom code   Endpoints compatible   Falcon   Instruct   Quantized   Region:us   Safetensors   Tiiuae

Falcon 7B Instruct Bnb 4bit Benchmarks

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 Bnb 4bit (alokabhishek/falcon-7b-instruct-bnb-4bit)

Falcon 7B Instruct Bnb 4bit Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a 4-bit quantized version of Technology Innovation Institute's falcon-7b-instruct, using the bitsandbytes library.
LLM NameFalcon 7B Instruct Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/alokabhishek/falcon-7b-instruct-bnb-4bit 
Model Size7b
Required VRAM4 GB
Updated2025-02-05
Maintaineralokabhishek
Model Typefalcon
Instruction-BasedYes
Model Files  4.0 GB
Quantization Type4bit
Model ArchitectureFalconForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.39.0.dev0
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than alokabhishek/falcon-7b-instruct-bnb-4bit.

Rank the Falcon 7B Instruct Bnb 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227