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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
Model Card on HF 🤗: https://huggingface.co/numind/NuExtract-1.5 

NuExtract 1.5 Benchmarks

LLME Score: 0.36829
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 (numind/NuExtract-1.5)

NuExtract 1.5 Parameters and Internals

Model Type 
text-generation, structured information extraction
Use Cases 
Areas:
NLP, text extraction
Primary Use Cases:
structured information extraction
Additional Notes 
This model is trained to prioritize pure extraction, with a high level of text preservation.
Supported Languages 
English (supported), French (supported), Spanish (supported), German (supported), Portuguese (supported), Italian (supported)
Input Output 
Input Format:
JSON template
Accepted Modalities:
text
Output Format:
JSON
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
Updated2024-12-22
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

Quantized Models of the NuExtract 1.5

Model
Likes
Downloads
VRAM
Numind NuExtract 1.5 MLX 8bit2354 GB

Best Alternatives to NuExtract 1.5

Best Alternatives
Context / RAM
Downloads
Likes
Phi 3.5 Mini Instruct128K / 7.7 GB605206703
Phi 3 Mini 128K Instruct128K / 7.7 GB8279851615
NuExtract V1.5128K / 7.7 GB10851189
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB250
ECE EIFFEL 3Bv2128K / 7.7 GB120
Artemide 3.5128K / 7.7 GB83392
Phi 3.5 Mini ITA128K / 7.7 GB872711
Flow Judge V0.1128K / 7.7 GB26846
Borea Phi 3.5 Mini Instruct Jp128K / 7.7 GB37310
...a Phi 3.5 Mini Instruct Coding128K / 7.7 GB3612
Note: green Score (e.g. "73.2") means that the model is better than numind/NuExtract-1.5.

Rank the NuExtract 1.5 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241217
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