lmstudio-community/internlm2-math-plus-20b-GGUF

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pipeline_tag: text-generation license: other language:

• en
• zh

tags:

• math

quantized_by: bartowski lm_studio: param_count: 20b use_case: math release_date: 24-05-2024 model_creator: InternLM prompt_template: ChatML system_prompt: none base_model: InternLM original_repo: internlm/internlm2-math-plus-20b base_model: internlm/internlm2-math-plus-20b

---

💫 Community Model> InternLM2 Math Plus 20b by InternLM

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Model creator: InternLM

Original model: internlm2-math-plus-20b

GGUF quantization: provided by bartowski based on llama.cpp release b3001

Model Summary:

InternLM2 Math Plus is a series of math proficient models by InternLM, following up on their original series of math models.

This series has state of the art bilingual open-sourced math reasoning models at several sizes. This should be used as a solver, prover, verifier, augmentor, with chain of thought reasoning.

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

Technical Details

Math Plus has improved informal math reasoning performance (chain-of-thought and code-intepreter) and formal math reasoning performance (LEAN 4 translation and LEAN 4 theorem proving).

InternLM2-Math are continued pretrained from InternLM2-Base with ~100B high quality math-related tokens and SFT with ~2M bilingual math supervised data.

More details can be found here: https://github.com/InternLM/InternLM-Math

Special thanks

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp

🙏 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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