What are the hardware requirements for TableLLM 7B?

TableLLM 7B requires approximately 13.5 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed TableLLM 7B and how large is it?

TableLLM 7B is developed by RUCKBReasoning, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate TableLLM 7B?

TableLLM 7B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

TableLLM 7B by RUCKBReasoning — VRAM 13.5GB, 16K context

Name: TableLLM 7B
Rating: 3.88 (8 reviews)
Author: RUCKBReasoning

TableLLM 7B is an open-source language model by RUCKBReasoning. Features: 7b LLM, VRAM: 13.5GB, Context: 16K, License: llama2, Instruction-Based, Code Generating, LLM Explorer Score: 0.12.

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

Model Card on HF 🤗: https://huggingface.co/RUCKBReasoning/TableLLM-7b

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 Name	TableLLM 7B
Repository 🤗	https://huggingface.co/RUCKBReasoning/TableLLM-7b
Model Size	7b
Required VRAM	13.5 GB
Updated	2026-07-11
Maintainer	RUCKBReasoning
Model Type	llama
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 3.6 GB: 3-of-3
Supported Languages	en
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	16384
Model Max Length	16384
Transformers Version	4.36.2
Tokenizer Class	LlamaTokenizer
Padding Token	[PAD]
Vocabulary Size	32016
Torch Data Type	bfloat16

Rank the TableLLM 7B capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to TableLLM 7B

Best Alternatives	Context / RAM	Downloads	Likes
Deepseek Coder 6.7B Instruct	16K / 13.5 GB	535311	507
CodeLlama 7B Instruct Hf	16K / 13.5 GB	58587	258
GetCode Slerp	16K / 13.6 GB	87	1
Stack Codellama 7B Inst	16K / 13.5 GB	66	0
CodeV CL 7B	16K / 13.5 GB	430	1
CodeLlama 7B Instruct Hf	16K / 13.5 GB	2313	63
Glaive Coder 7B	16K / 27 GB	85	55
...deLlama 7B Instruct Hf 8bits Q	16K / 4.2 GB	19	1
Llama 2 7B Chat Finetune5	16K / 13.8 GB	3	1
...ama 7B Instruct Hf Dequantized	16K / 13.5 GB	197	0

Note: green Score (e.g. "73.2") means that the model is better than RUCKBReasoning/TableLLM-7b.