Qwen2-Math-7B-Instruct-GGUF

💫 Community Model> Qwen2 Math 7B Instruct by Qwen

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Model creator: Qwen<br> Original model: Qwen2-Math-7B-Instruct<br> GGUF quantization: provided by bartowski based on llama.cpp release b3509<br>

Model Summary:

Qwen2-Math is a brand new release from the Qwen team, iterating on their previous incredible success of Qwen 2 models!<br>These models are state of the art for their size in math and reasoning, and should be great for solving complex multi-step logic problems.<br>At 7B parameters, this model crushes other 7B math tunes, as well as MoE coding models. It even trades blows with Llama 3.1 70B, an incredible feat for its size.

Prompt Template:

Choose the ChatML preset in your LM Studio. Under the hood, the model will see a prompt that's formatted like so:

<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

Technical Details

These models are trained on a meticulously designed math specific corpus containing "large-scale high-quality" mathematical web texts, books, codes, exam questions, and additional data synthesized by Qwen2.

The instruct is then created using a math-specific reward model based on the Qwen2-Math-72B base model, and tuned through SFT, and Group Relative Policy Optimization (GRPO).

For more details, check their blog post here

Special thanks

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

🙏 Special thanks to Kalomaze and Dampf for their work on the dataset (linked here) that was used for calculating the imatrix for all sizes.

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