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@@ -31,7 +31,6 @@ LIMI‑Air is a smaller, faster agentic variant built on [GLM‑4.5‑Air](https
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  - Base model: `zai-org/GLM-4.5-Air`
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  - Params: ~106B
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- - Context: up to 128k tokens (training budget)
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  - Framework: slime; Data: [GAIR/LIMI](https://huggingface.co/datasets/GAIR/LIMI)
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  ## Model Zoo
@@ -48,7 +47,7 @@ Our LIMO model is available on Hugging Face 🤗:
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  We release our datasets through Hugging Face 🤗:
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  - Name: `GAIR/LIMI`
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- - Summary: curated agentic SFT data (OpenAI `messages`, optional `tools`, normalized tool‑call arguments), filtered by tokenizer to ≤128k tokens; current release contains ~78 high‑quality samples.
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  - Link: https://huggingface.co/datasets/GAIR/LIMI
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  ## Quick Start
 
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  - Base model: `zai-org/GLM-4.5-Air`
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  - Params: ~106B
 
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  - Framework: slime; Data: [GAIR/LIMI](https://huggingface.co/datasets/GAIR/LIMI)
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  ## Model Zoo
 
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  We release our datasets through Hugging Face 🤗:
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  - Name: `GAIR/LIMI`
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+ - Summary: curated agentic SFT data (OpenAI `messages`, optional `tools`, normalized tool‑call arguments); current release contains 78 high‑quality samples.
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  - Link: https://huggingface.co/datasets/GAIR/LIMI
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  ## Quick Start