lmstudio-community/Qwen2-Math-72B-Instruct-GGUF

💫 Community Model> Qwen2 Math 72B Instruct by Qwen

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Model creator: Qwen
Original model: Qwen2-Math-72B-Instruct
GGUF quantization: provided by bartowski based on llama.cpp release b3509

Model Summary:

Qwen2-Math is a brand new release from the Qwen team, iterating on their previous incredible success of Qwen 2 models!
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.
At 72B parameters, this model out performs all other open models in all math related benchmarks, and even outperforms most closed models including GPT-4 Turbo, Claude 3 Opus, and Gemini 1.5 Pro.

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.

Disclaimers

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