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Tabula 8B by mlfoundations

 »  All LLMs  »  mlfoundations  »  Tabula 8B   URL Share it on

  7087   
  Arxiv:2406.12031   Autotrain compatible   Dataset:jpgard/t4-full   En   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlfoundations/tabula-8b 

Tabula 8B Benchmarks

LLME Score: 0.25317
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tabula 8B (mlfoundations/tabula-8b)

Tabula 8B Parameters and Internals

Model Type 
prediction, classification, binned regression
Additional Notes 
TabuLa-8B is a foundation model for prediction on tabular data, fine-tuned from the Llama-3 8B.
Supported Languages 
languages_supported (en), proficiency ()
Training Details 
Data Sources:
T4 dataset
Data Volume:
full
Methodology:
using rtfm
Model Architecture:
See paper's Model Card
LLM NameTabula 8B
Repository 🤗https://huggingface.co/mlfoundations/tabula-8b 
Model Size8b
Required VRAM32.1 GB
Updated2025-01-24
Maintainermlfoundations
Model Typellama
Model Files  4.9 GB: 1-of-7   4.8 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   4.8 GB: 5-of-7   5.0 GB: 6-of-7   2.6 GB: 7-of-7
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128258
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than mlfoundations/tabula-8b.

Rank the Tabula 8B 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
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