AceReason-Nemotron-1.1-7B-GGUF Open-Source Language Model - Free Deployment, Focusing on Mathematical and Code Reasoning

Acereason Nemotron 1.1 7B GGUF

Developed by lmstudio-community

A high-performance 7B parameter language model launched by NVIDIA, focusing on mathematical and code reasoning tasks and supporting a 128k context length.

Large Language Model Supports Multiple LanguagesOpen Source License:Other #128k long text reasoning #Mathematical code reasoning #Reinforcement learning optimization

Downloads 278

Release Time : 6/17/2025

Model Overview

An inference model optimized based on Qwen2.5-7B, performing excellently in mathematical and code reasoning benchmark tests, enhanced by supervised fine-tuning and reinforcement learning techniques.

Model Features

Ultra-long context support

Supports a context length of 128k tokens, suitable for processing long documents and complex reasoning tasks

Mathematical reasoning ability

Sets the highest performance record for 7B models in mathematical reasoning benchmark tests

Code generation ability

Optimized code reasoning ability, suitable for programming assistance and code understanding tasks

Quantized version available

Provides a GGUF quantized version for easy deployment and operation on consumer-grade hardware

Model Capabilities

Text generation

Mathematical reasoning

Code generation

Logical reasoning

Use Cases

Educational research

Mathematical problem solving

Helps students understand and solve complex mathematical problems

Performs excellently in mathematical reasoning benchmark tests

Software development

Code-assisted generation

Helps developers write and optimize code

Performs outstandingly in code reasoning tasks

🚀 AceReason Nemotron 1.1 7B by Nvidia

This model is part of the LM Studio Community models highlights program, which showcases new and noteworthy models from the community. Join the discussion on Discord.

📄 Model Information

Property	Details
Quantized By	bartowski
Pipeline Tag	text-generation
License Link	nvidia-open-model-license
License Name	nvidia-open-model-license
Base Model	nvidia/AceReason-Nemotron-1.1-7B
License	other
Base Model Relation	quantized
Tags	nvidia, reasoning, math, code, supervised fine - tuning, reinforcement learning
Language	en

📋 Model Details

Model creator: nvidia
Original model: AceReason-Nemotron-1.1-7B
GGUF quantization: provided by bartowski based on llama.cpp release b5674

🔧 Technical Details

Supports a context length of 128k tokens.
Thanks to its stronger SFT backbone, AceReason - Nemotron - 1.1 - 7B significantly outperforms its predecessor and sets a record - high performance among Qwen2.5 - 7B - based reasoning models on challenging math and code reasoning benchmarks.
Technical report available here: https://arxiv.org/abs/2506.13284

🙏 Special Thanks

Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

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