Guru

by LLM360

About the model:

Guru, a model which claims to improve upon the state-of-the-art.

Model type:

Text

Model performance class:

Latest

Link to the model:

https://huggingface.co/LLM360/guru-32B

Base models:

Guru-32B

End model:

Qwen2.5-32B

End model license:

CC-BY-NC-4.0

About the organisation:

LLM360, an initiative to fully open-source LLMs.

Link to the organisation:

https://www.llm360.ai/index.html

Model release date:

May 2025

Availability

Base Model Data

Pretraining data not specified or documented.

End User Model Data

Dataset published on HuggingFace.

https://huggingface.co/datasets/LLM360/guru-RL-92k

Base Model Weights

Model weights made available on HuggingFace.

https://huggingface.co/Qwen/Qwen2.5-32B

End User Model Weights

Model weights made available on HuggingFace.

https://huggingface.co/LLM360/guru-32B

Training Code

Base model repository provides sparse source code and some examples for SFT. End model repository contains training script

https://github.com/QwenLM https://github.com/LLM360/Reasoning360/tree/main/scripts/train

Documentation

Code Documentation

Both repositories are fairly well-documented.

https://github.com/QwenLM https://github.com/LLM360/Reasoning360

Hardware Architecture

Hardware architecture described for end model.

https://arxiv.org/pdf/2506.14965 https://github.com/LLM360/Reasoning360/blob/main/scripts/train/example_multinode_rl_qwen32b_base.sh

Preprint

Preprints published on arXiv.

https://arxiv.org/abs/2505.09388 https://arxiv.org/pdf/2506.14965

Paper

Peer-reviewed paper submitted to NeurIPS.

https://openreview.net/forum?id=xUBgfvyip3

Modelcard

Model card primarily contains usage instructions.

https://huggingface.co/LLM360/guru-32B

Datasheet

Detailed datasheet provided on HuggingFace.

https://huggingface.co/datasets/LLM360/guru-RL-92k

Access

Licenses

CC-BY-NC-4.0

https://huggingface.co/LLM360/guru-32B

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