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Model: Pinkstack/Superthoughts-lite-1.8B-experimental-o1
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---
base_model: HuggingFaceTB/SmolLM2-1.7B-Instruct
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- sft
- code
- superthoughts
- cot
- reasoning
license: apache-2.0
language:
- en
pipeline_tag: text-generation
new_version: Pinkstack/Superthoughts-lite-v1
---
![superthoughtslight.png](https://cdn-uploads.huggingface.co/production/uploads/6710ba6af1279fe0dfe33afe/2LuPB_ZPCGni3-PyCkL0-.png)
# Information
Advanced, high-quality and lite reasoning for a tiny size that you can run locally in Q8 on your phone! 😲
⚠️This is an experimental version: it may not always answer your question properly or correctly. currently reasoning may not always work on long conversations, as we've trained it on single turn conversations only.
SmolLM2-1.7B-Instruct on an advanced reasoning pattern dataset (half synthetic, half written manually by us.) to create this model. Supposed to output like this:
```
<|im_start|>user
What are you<|im_end|>
<|im_start|>assistant
<think>
Alright, the user just asked 'What are you', meaning they want to know who I am. I think my name is Superthoughts (lite version), created by Pinkstack on January 2025. I'm ready to answer their question.
</think>
Welcome! I'm Superthoughts (lite) created by Pinkstack in January 2025. Ready to help you with whatever you need!<|im_end|>
```
# Examples:
all responses below generated with no system prompt, 400 maximum tokens and a temperature of 0.7 (not recommended, 0.3 - 0.5 is better):
Generated inside the android application, Pocketpal via GGUF Q8, using the model's prompt format.
1)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6710ba6af1279fe0dfe33afe/wh33o-vjxIePfPqoN3q1z.png)
2)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6710ba6af1279fe0dfe33afe/Y8optw73kTgqMnZKj3wKj.png)
3)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6710ba6af1279fe0dfe33afe/6lywy3IYEIgzPnUIJ5RvF.png)
4)
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6710ba6af1279fe0dfe33afe/0K2rR9osmT20JrDvZuptV.png)
# Uploaded model
- **Developed by:** Pinkstack
- **License:** apache-2.0
- **Finetuned from model :** HuggingFaceTB/SmolLM2-1.7B-Instruct
This smollm2 model was trained with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/Pinkstack__Superthoughts-lite-1.8B-experimental-o1-details)!
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=Pinkstack%2FSuperthoughts-lite-1.8B-experimental-o1&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!

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"architectures": [
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],
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"hidden_act": "silu",
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"initializer_range": 0.02,
"intermediate_size": 8192,
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"num_hidden_layers": 24,
"num_key_value_heads": 32,
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"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"rope_theta": 130000,
"tie_word_embeddings": true,
"torch_dtype": "float16",
"transformers.js_config": {
"kv_cache_dtype": {
"fp16": "float16",
"q4f16": "float16"
}
},
"transformers_version": "4.48.2",
"unsloth_version": "2025.1.7",
"use_cache": true,
"vocab_size": 49152
}

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