What are the hardware requirements for Spreadsheet RL 4B?

Spreadsheet RL 4B requires approximately 8.8 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Spreadsheet RL 4B and how large is it?

Spreadsheet RL 4B is developed by Spreadsheet-RL, a model with 4b 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 Spreadsheet RL 4B?

Spreadsheet RL 4B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Spreadsheet RL 4B by Spreadsheet-RL — VRAM 8.8GB, 256K context

Name: Spreadsheet RL 4B
Author: Spreadsheet-RL

Spreadsheet RL 4B is an open-source language model by Spreadsheet-RL. Features: 4b LLM, VRAM: 8.8GB, Context: 256K, License: apache-2.0, LLM Explorer Score: 0.23.

Arxiv:2605.22642 Agents Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-think... Conversational Dataset:spreadsheet-rl/spreads... En Endpoints compatible Excel Grpo Qwen3 Region:us Safetensors Spreadsheet Tool-use Verl

Model Card on HF 🤗: https://huggingface.co/Spreadsheet-RL/Spreadsheet-RL-4B

Spreadsheet RL 4B Parameters and Internals

LLM Name	Spreadsheet RL 4B
Repository 🤗	https://huggingface.co/Spreadsheet-RL/Spreadsheet-RL-4B
Base Model(s)	Qwen3 4B Thinking 2507 Qwen/Qwen3-4B-Thinking-2507
Model Size	4b
Required VRAM	8.8 GB
Updated	2026-07-18
Maintainer	Spreadsheet-RL
Model Type	qwen3
Model Files	8.8 GB
Supported Languages	en
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	5.3.0.dev0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Errors	replace

Rank the Spreadsheet RL 4B 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 Spreadsheet RL 4B

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3 4B Instruct 2507	256K / 8.1 GB	3109972	911
GRPO 4 70	256K / 8.1 GB	12	0
FastContext 1.0 4B SFT	256K / 8.1 GB	5735	357
...2.5 Flash Lite Preview Distill	256K / 8.1 GB	31	1
Lightning 4B	256K / 8.1 GB	13	6
Qwen3 4B Thinking 2507	256K / 8.1 GB	291023	606
SRA RiskGate 4B	256K / 8 GB	2662	1
Dwight 4B	256K / 8.1 GB	374	10
Qwen3 4B Instruct 2507 FP8	256K / 5.2 GB	1100744	78
...orm3200 Impl Verl S11 Step 039	256K / 8.1 GB	612	1

Note: green Score (e.g. "73.2") means that the model is better than Spreadsheet-RL/Spreadsheet-RL-4B.