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s1.1-32B-GGUF

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metadata
base_model: simplescaling/s1.1-32B
pipeline_tag: text-generation
inference: true
language:
  - en
license: apache-2.0
model_creator: simplescaling
model_name: s1.1-32B
model_type: qwen2
datasets:
  - simplescaling/s1K
quantized_by: brittlewis12

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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cnvrs.ai

cnvrs is the best app for private, local AI on your device:

  • create & save Characters with custom system prompts & temperature settings
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  • follow cnvrs on twitter to stay up to date

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