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QuantaSpark

QuantaSparkLabs

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Quantaspark

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Natural Language Processing (NLP), Text Classification, Lightweight Transformers, Model Optimization, AI Demos & Tooling

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new activity 3 days ago

SupraLarps/dumblabs-1234b:🚩 Report: Illegal or restricted content

updated a model 7 days ago

metaresearch/PapersRAG-1.5B

liked a model 7 days ago

metaresearch/PapersRAG-1.5B

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New activity in SupraLarps/dumblabs-1234b 3 days ago

🚩 Report: Illegal or restricted content

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#12 opened about 2 months ago by

AxionLab-official

updated a model 7 days ago

metaresearch/PapersRAG-1.5B

Text Generation • 2B • Updated 7 days ago • 425 • 10

liked a model 7 days ago

metaresearch/PapersRAG-1.5B

Text Generation • 2B • Updated 7 days ago • 425 • 10

liked a Space 10 days ago

Supertonic 3 (TTS)

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Lightning-Fast, On-Device, Multilingual, Accurate TTS

reacted to PhysiQuanty's post with 🤯😔🤝👍➕❤️👀😎🤗🧠🚀 27 days ago

Post

4882

🧠 Arithmetic-SLM : A 30M model that manages to compute simple arithmetic better than a 3B model 🚀
WhirlwindAI/Arithmetic-SLM
WhirlwindAI/arithmetic-slm

🏆 Leaderboard ArithMark-2 🏆
🥇 Qwen/Qwen2.5-Math-1.5B = 82.08%
🥈 WhirlwindAI/Arithmetic-SLM = 78.60% (31.7M Params)
🥉 Qwen/Qwen2.5-3B = 78.44%

Example WhirlwindAI/Arithmetic-SLM =
0.5 * 0.5 = 0.25 ✅
105 + 45 / 8 = 110 ✅
(132 / 12) + (46 - 15) = 42 ✅
(10 + 28) * 3 = 114 ✅
1 * (16 + 28) = 44 ✅
(21 + 27) * (14 - 7) = 336 ❌

leaderboard = """
|              Model               |    Params    |   Score   |
|----------------------------------|--------------|-----------|
|      Qwen/Qwen2.5-Math-1.5B      |     1.54B    |   82.08%  |
|    WhirlwindAI/Arithmetic-SLM    |    31.70M    |   78.60%  | <=
|         Qwen/Qwen2.5-3B          |     3.09B    |   78.44%  |
|        Qwen/Qwen2.5-1.5B         |     1.54B    |   77.72%  |
|    Qwen/Qwen2.5-Coder-1.5B       |     1.54B    |   74.88%  |
|   HuggingFaceTB/SmolLM2-1.7B     |     1.71B    |   66.12%  |
|        Qwen/Qwen2.5-0.5B         |      494M    |   63.04%  |
| facebook/MobileLLM-R1-140M-base  |      140M    |   53.88%  |
|     SupraLabs/Supra-50M-Base     |       52M    |   27.12%  |
"""