Falcon 40B Instruct 8bit by ichitaka

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  Arxiv:1911.02150   Arxiv:2005.14165   Arxiv:2104.09864   Arxiv:2205.14135   8-bit   8bit   Autotrain compatible   Custom code Dataset:tiiuae/falcon-refinedw...   En   Instruct   Pytorch   Quantized   Refinedweb   Region:us   Sharded

Falcon 40B Instruct 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 Instruct 8bit Parameters and Internals

LLM NameFalcon 40B Instruct 8bit
Repository ๐Ÿค—https://huggingface.co/ichitaka/falcon-40b-instruct-8bit 
Base Model(s)  Medfalcon 40B Lora   nmitchko/medfalcon-40b-lora
Model Size40b
Required VRAM41.8 GB
Updated2024-09-19
Maintainerichitaka
Model TypeRefinedWeb
Instruction-BasedYes
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
Supported Languagesen
Quantization Type8bit
Model ArchitectureRWForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.30.0.dev0
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typefloat16
Falcon 40B Instruct 8bit (ichitaka/falcon-40b-instruct-8bit)

Best Alternatives to Falcon 40B Instruct 8bit

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Falcon 40B Instruct GPTQ0K / 22.5 GB29198
...alcon 40B Instruct W4 G128 AWQ0K / 22.3 GB102
H2ogpt Oig Oasst1 Falcon 40B0K / 82.5 GB716
Falcon 40B Instruct GPTQ0K / 22.5 GB61
...truct GPTQ Inference Endpoints0K / 22.5 GB92
Note: green Score (e.g. "73.2") means that the model is better than ichitaka/falcon-40b-instruct-8bit.

Rank the Falcon 40B Instruct 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  
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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