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Superthoughts Lite V1 by Pinkstack

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  Arxiv:2402.03300   Autotrain compatible Base model:finetune:huggingfac... Base model:huggingfacetb/smoll...   Conversational   Cot   Dataset:openai/gsm8k Dataset:pinkstack/intructions-...   En   Endpoints compatible   Grpo   Instruct   Llama   Pytorch   Reasoning   Region:us   Rl   Safetensors   Superthoughts   Trl
Model Card on HF 🤗: https://huggingface.co/Pinkstack/Superthoughts-lite-v1 

Superthoughts Lite V1 Benchmarks

MMLU Pro: 8.39
GPQA: 4.14
MUSR: 3.43
BBH: 8.9
IFEval: 16.59 vs 88 (so35)-81.1%
MATH Lvl 5: 2.95
LLME Score: 0.24849
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Superthoughts Lite V1 Parameters and Internals

LLM NameSuperthoughts Lite V1
Repository 🤗https://huggingface.co/Pinkstack/Superthoughts-lite-v1 
Base Model(s)  HuggingFaceTB/SmolLM2-1.7B-Instruct   HuggingFaceTB/SmolLM2-1.7B-Instruct
Model Size1.7b
Required VRAM3.4 GB
Updated2025-06-09
MaintainerPinkstack
Model Typellama
Instruction-BasedYes
Model Files  3.4 GB   3.4 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.48.3
Tokenizer ClassGPT2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size49153
Torch Data Typefloat16
Superthoughts Lite V1 (Pinkstack/Superthoughts-lite-v1)

Best Alternatives to Superthoughts Lite V1

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Context / RAM
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SmolLM2 1.7B Instruct 16K16K / 3.4 GB169
SmolLM2 1.7B Instruct8K / 3.4 GB59136643
Penny 1.7B8K / 6.9 GB23723
SmolTulu 1.7B Reinforced8K / 3.4 GB4775
SmolLM2 1.7 Persona8K / 3.5 GB180
SmolLM2 1.7B Instruct8K / 3.4 GB31924
...ghts Lite 1.8B Experimental O18K / 3.6 GB222
Cllm 1.0.0 340000 Instruct8K / 3.5 GB130
SmolLM2 1.7B Open Thought8K / 3.4 GB270
SmolLM2 1.7B R1 Distilled8K / 3.4 GB120
Note: green Score (e.g. "73.2") means that the model is better than Pinkstack/Superthoughts-lite-v1.

Rank the Superthoughts Lite V1 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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