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

TableLLM 7B by RUCKBReasoning

 »  All LLMs  »  RUCKBReasoning  »  TableLLM 7B   URL Share it on

  1478   
  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-7b 

TableLLM 7B Benchmarks

LLME Score: 0.16958
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
🌟 Advertise your project 🚀

TableLLM 7B 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 7B
Repository 🤗https://huggingface.co/RUCKBReasoning/TableLLM-7b 
Model Size7b
Required VRAM13.5 GB
Updated2025-06-09
MaintainerRUCKBReasoning
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32016
Torch Data Typebfloat16
TableLLM 7B (RUCKBReasoning/TableLLM-7b)

Best Alternatives to TableLLM 7B

Best Alternatives
Context / RAM
Downloads
Likes
Deepseek Coder 6.7B Instruct16K / 13.5 GB52706413
CodeLlama 7B Instruct Hf16K / 13.5 GB78438234
CodeLlama 7B Instruct Hf16K / 13.5 GB595350
GetCode Slerp16K / 13.6 GB1461
Stack Codellama 7B Inst16K / 13.5 GB130
CodeV CL 7B16K / 13.5 GB311
Cdlm 7 Ko Nl2sql V1.016K / 13.5 GB15764
...ama 7B Instruct Hf Dequantized16K / 13.5 GB1970
...deLlama 7B Instruct Hf 8bits Q16K / 4.2 GB181
Llama 2 7B Chat Finetune516K / 13.8 GB161
Note: green Score (e.g. "73.2") means that the model is better than RUCKBReasoning/TableLLM-7b.

Rank the TableLLM 7B 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? 48023 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 v20241124
  Support LLM Explorer