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---
base_model: arcee-ai/Arcee-Maestro-7B-Preview
pipeline_tag: text-generation
inference: true
language:
- en
license: apache-2.0
model_creator: arcee-ai
model_name: Arcee-Maestro-7B-Preview
model_type: qwen2
quantized_by: brittlewis12
tags:
- reasoning
- qwen2
---
# Arcee Maestro 7B Preview GGUF
**Original model**: [Arcee Maestro 7B Preview](https://huggingface.co/arcee-ai/Arcee-Maestro-7B-Preview)
**Model creator**: [Arcee AI](https://huggingface.co/arcee-ai)
> Arcee-Maestro-7B-Preview (7B) is Arcee's first reasoning model trained with reinforment learning. It is based on the Qwen2.5-7B DeepSeek-R1 distillation DeepSeek-R1-Distill-Qwen-7B with further GRPO training. Though this is just a preview of our upcoming work, it already shows promising improvements to mathematical and coding abilities across a range of tasks.
> Reinforcement Learning: GRPO with 450,000 verified math problems with some coding examples
This repo contains GGUF format model files for Arcee AI’s Arcee Maestro 7B Preview.
### What is GGUF?
GGUF is a file format for representing AI models. It is the third version of the format,
introduced by the llama.cpp team on August 21st 2023.
Converted with llama.cpp build 4748 (revision [c392e50](https://github.com/ggml-org/llama.cpp/commits/c392e5094deaf2d1a7c18683214f007fad3fe42b)),
using [autogguf-rs](https://github.com/brittlewis12/autogguf-rs).
### Prompt template: [DeepSeek R1](https://huggingface.co/arcee-ai/Arcee-Maestro-7B-Preview/blob/dc3ee7b5dd2be00e7d2f5aaedb3212a5c183176b/tokenizer_config.json#L184)
```
{{system_message}}<｜User｜>{{prompt}}<｜Assistant｜><think>
```
---
## Download & run with [cnvrs](https://twitter.com/cnvrsai) on iPhone, iPad, and Mac!
[cnvrs](https://testflight.apple.com/join/sFWReS7K) is the best app for private, local AI on your device:
- create & save **Characters** with custom system prompts & temperature settings
- download and experiment with any **GGUF model** you can [find on HuggingFace](https://huggingface.co/models?library=gguf)!
* or, use an API key with the chat completions-compatible model provider of your choice -- ChatGPT, Claude, Gemini, DeepSeek, & more!
- make it your own with custom **Theme colors**
- powered by Metal ⚡️ & [Llama.cpp](https://github.com/ggml-org/llama.cpp), with **haptics** during response streaming!
- **try it out** yourself today, on [Testflight](https://testflight.apple.com/join/sFWReS7K)!
* if you **already have the app**, download Arcee Maestro 7B Preview now!
* <cnvrsai:///models/search/hf?id=brittlewis12/Arcee-Maestro-7B-Preview-GGUF>
- follow [cnvrs on twitter](https://twitter.com/cnvrsai) to stay up to date
---
## Original Model Evaluation
> Arcee Maestro 7B preview shows great gains in mathematics and coding, surpassing O1 preview in many metrics.
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