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README.md
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## Overview
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LIMI‑Air is a smaller, faster agentic variant built on GLM‑4.5‑Air (~106B), fine‑tuned with the same compact, high‑quality agentic data as LIMI.
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## Model Details
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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/
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| Model | Agency Bench FTFC | Agency Bench SR | Agency Bench RC | Training Samples |
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|-------|--------|---------|---------|-----------------|
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| LIMI (Ours) | **71.7** | **74.2** |**74.6**| 78 |
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| GLM-4.5 | 37.8 | 50.0 | 47.4 | 100k+ |
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## Model Zoo
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Our LIMO model is available on Hugging Face 🤗:
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## Overview
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LIMI‑Air is a smaller, faster agentic variant built on [GLM‑4.5‑Air](https://huggingface.co/zai-org/GLM-4.5-Air) (~106B), fine‑tuned with the same compact, high‑quality agentic data as LIMI.
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## Model Details
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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
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Our LIMO model is available on Hugging Face 🤗:
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