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--- |
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base_model: simplescaling/s1.1-32B |
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pipeline_tag: text-generation |
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inference: true |
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language: |
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- en |
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license: apache-2.0 |
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model_creator: simplescaling |
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model_name: s1.1-32B |
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model_type: qwen2 |
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datasets: |
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- simplescaling/s1K |
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quantized_by: brittlewis12 |
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--- |
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# s1.1 32B GGUF |
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**Original model**: [s1.1 32B](https://huggingface.co/simplescaling/s1.1-32B) |
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**Model creator**: [simplescaling](https://huggingface.co/simplescaling) |
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> s1.1 is our sucessor of s1 with better reasoning performance by leveraging reasoning traces from r1 instead of Gemini. |
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> 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. |
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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](https://huggingface.co/datasets/simplescaling/s1K)). |
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Learn more on simplescaling’s [s1 github repo](https://github.com/simplescaling/s1), [arxiv preprint](https://arxiv.org/abs/2501.19393), and on [twitter](https://twitter.com/Muennighoff/status/1889310803746246694). |
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### What is GGUF? |
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GGUF is a file format for representing AI models. It is the third version of the format, |
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introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp. |
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Converted with llama.cpp build 4689 (revision [90e4dba](https://github.com/ggerganov/llama.cpp/commits/90e4dba461b07e635fd1daf3b491c978c7dd0013)), |
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using [autogguf-rs](https://github.com/brittlewis12/autogguf-rs). |
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### Prompt template: ChatML |
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``` |
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<|im_start|>system |
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{{system_message}}<|im_end|> |
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<|im_start|>user |
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{{prompt}}<|im_end|> |
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<|im_start|>assistant |
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``` |
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--- |
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## Download & run with [cnvrs](https://twitter.com/cnvrsai) on iPhone, iPad, and Mac! |
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[cnvrs](https://testflight.apple.com/join/sFWReS7K) is the best app for private, local AI on your device: |
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- create & save **Characters** with custom system prompts & temperature settings |
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- download and experiment with any **GGUF model** you can [find on HuggingFace](https://huggingface.co/models?library=gguf)! |
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* or, use an API key with the chat completions-compatible model provider of your choice -- ChatGPT, Claude, Gemini, DeepSeek, & more! |
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- make it your own with custom **Theme colors** |
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- powered by Metal ⚡️ & [Llama.cpp](https://github.com/ggerganov/llama.cpp), with **haptics** during response streaming! |
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- **try it out** yourself today, on [Testflight](https://testflight.apple.com/join/sFWReS7K)! |
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- follow [cnvrs on twitter](https://twitter.com/cnvrsai) to stay up to date |
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--- |
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## Original Model Evaluation |
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> 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. |
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| Metric | s1-32B | s1.1-32B | o1-preview | o1 | DeepSeek-R1 | DeepSeek-R1-Distill-Qwen-32B | |
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|---|---|---|---|---|---|---| |
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| # examples | 1K | 1K | ? | ? | >800K | 800K | |
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| AIME2024 | 56.7 | 56.7 | 40.0 | 74.4 | 79.8 | 72.6 | |
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| AIME2025 I | 26.7 | 60.0 | 37.5 | ? | 65.0 | 46.1 | |
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| MATH500 | 93.0 | 95.4 | 81.4 | 94.8 | 97.3 | 94.3 | |
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| GPQA-Diamond | 59.6 | 63.6 | 75.2 | 77.3 | 71.5 | 62.1 | |
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