brittlewis12/s1.1-32B-GGUF

s1.1 32B GGUF

Original model: s1.1 32B

Model creator: simplescaling

s1.1 is our sucessor of s1 with better reasoning performance by leveraging reasoning traces from r1 instead of Gemini.

s1 is a reasoning model finetuned from Qwen2.5-32B-Instruct on just 1,000 examples. It matches o1-preview & exhibits test-time scaling via budget forcing.

This repo contains GGUF format model files for simplescaling’s s1.1 32B, an open reproduction of OpenAI’s o1-preview including model, source code, and data (see s1K).

Learn more on simplescaling’s s1 github repo, arxiv preprint, and on twitter.

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. It is a replacement for GGML, which is no longer supported by llama.cpp. Converted with llama.cpp build 4689 (revision 90e4dba), using autogguf-rs.

Prompt template: ChatML

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

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Download & run with cnvrs on iPhone, iPad, and Mac!

cnvrs 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!
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• powered by Metal ⚡️ & Llama.cpp, with haptics during response streaming!
• try it out yourself today, on Testflight!
• follow cnvrs on twitter to stay up to date

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Original Model Evaluation

Note that s1-32B and s1.1-32B use budget forcing in this table; specifically ignoring end-of-thinking and appending "Wait" once or twice.

Metric	s1-32B	s1.1-32B	o1-preview	o1	DeepSeek-R1	DeepSeek-R1-Distill-Qwen-32B
# examples	1K	1K	?	?	>800K	800K
AIME2024	56.7	56.7	40.0	74.4	79.8	72.6
AIME2025 I	26.7	60.0	37.5	?	65.0	46.1
MATH500	93.0	95.4	81.4	94.8	97.3	94.3
GPQA-Diamond	59.6	63.6	75.2	77.3	71.5	62.1