LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

TableLLM 13B by RUCKBReasoning

 »  All LLMs  »  RUCKBReasoning  »  TableLLM 13B   URL Share it on

  315   
  Arxiv:2403.19318   Autotrain compatible   Code   Codegen Dataset:ruckbreasoning/tablell...   En   Endpoints compatible   Instruct   Llama   Qa   Region:us   Safetensors   Sharded   Table   Tensorflow
Model Card on HF 🤗: https://huggingface.co/RUCKBReasoning/TableLLM-13b 

TableLLM 13B Benchmarks

LLME Score: 0.17034
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TableLLM 13B (RUCKBReasoning/TableLLM-13b)

TableLLM 13B Parameters and Internals

Model Type 
tabular data manipulation, text generation, code generation
Additional Notes 
TableLLM is designed to handle tabular data manipulation tasks efficiently, providing either a code solution or a direct text answer depending on the scenario.
Supported Languages 
en (high proficiency)
Training Details 
Data Sources:
RUCKBReasoning/TableLLM-SFT
Methodology:
The models are fine-tuned based on CodeLlama-7b-Instruct-hf and CodeLlama-13b-Instruct-hf.
LLM NameTableLLM 13B
Repository 🤗https://huggingface.co/RUCKBReasoning/TableLLM-13b 
Model Size13b
Required VRAM26 GB
Updated2025-03-12
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

Best Alternatives to TableLLM 13B

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB3942466
CodeLlama 13B Instruct Hf16K / 26 GB17747145
CodeLlama 13B MORepair16K / 26 GB312
CodeLlama 13B Instruct Hf16K / 26 GB69821
NexusRaven 13B16K / 26 GB178102
Panda Coder 13B16K / 26 GB15713
... Llama 2 13B Instruct Text2sql16K / 26 GB16827
Gen Sim16K / 0.3 GB522
CodeLlama 13B Instruct Fp1616K / 26 GB365928
...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB1442
Note: green Score (e.g. "73.2") means that the model is better than RUCKBReasoning/TableLLM-13b.

Rank the TableLLM 13B 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  

What open-source LLMs or SLMs are you in search of? 44887 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer