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TableLLM 13B by RUCKBReasoning

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  Arxiv:2403.19318   Autotrain compatible   Code   Codegen Dataset:ruckbreasoning/tablell...   En   Endpoints compatible   Instruct   Llama   Qa   Region:us   Safetensors   Sharded   Table   Tensorflow

TableLLM 13B Benchmarks

LLME Score: 0.20732
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

TableLLM 13B Parameters and Internals

LLM NameTableLLM 13B
Repository 🤗https://huggingface.co/RUCKBReasoning/TableLLM-13b 
Model Size13b
Required VRAM26 GB
Updated2024-09-07
MaintainerRUCKBReasoning
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   1.2 GB: 6-of-6
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.37.0
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32016
Torch Data Typebfloat16
TableLLM 13B (RUCKBReasoning/TableLLM-13b)

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Note: green Score (e.g. "73.2") means that the model is better than RUCKBReasoning/TableLLM-13b.

Rank the TableLLM 13B 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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Release v2024072803
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