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NuExtract 1.5 by numind

 »  All LLMs  »  numind  »  NuExtract 1.5   URL Share it on

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Base model:finetune:microsoft/... Base model:microsoft/phi-3.5-m...   Conversational   Custom code   Endpoints compatible   Instruct   Multilingual   Phi3   Region:us   Safetensors   Sharded   Tensorflow

NuExtract 1.5 Benchmarks

LLME Score: 0.3918
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

NuExtract 1.5 Parameters and Internals

LLM NameNuExtract 1.5
Repository 🤗https://huggingface.co/numind/NuExtract-1.5 
Base Model(s)  microsoft/Phi-3.5-mini-instruct   microsoft/Phi-3.5-mini-instruct
Model Size3.8b
Required VRAM7.7 GB
Updated2024-11-21
Maintainernumind
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16
NuExtract 1.5 (numind/NuExtract-1.5)

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Note: green Score (e.g. "73.2") means that the model is better than numind/NuExtract-1.5.

Rank the NuExtract 1.5 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 v20241110
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