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README.md
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LIMI is an agentic model fine‑tuned from [GLM‑4.5](https://huggingface.co/zai-org/GLM-4.5) using compact, high‑quality data to emphasize:
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- Targeted capabilities: tool use, multi‑turn correction, spec compliance
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- Long‑context trajectory with tokenizer‑filtered samples
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- OpenAI‑style `messages` with optional function/tool calls
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## Model Details
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- Base model: `zai-org/GLM-4.5`
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- Context: up to 128k tokens (training budget)
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- Training framework: slime
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- Training data: curated conversations from [GAIR/LIMI](https://huggingface.co/datasets/GAIR/LIMI)
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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)
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- Link: https://huggingface.co/datasets/GAIR/LIMI
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## Quick Start
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LIMI is an agentic model fine‑tuned from [GLM‑4.5](https://huggingface.co/zai-org/GLM-4.5) using compact, high‑quality data to emphasize:
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- Targeted capabilities: tool use, multi‑turn correction, spec compliance
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- Long‑context trajectory with tokenizer‑filtered samples
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- OpenAI‑style `messages` with optional function/tool calls
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## Model Details
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- Base model: `zai-org/GLM-4.5`
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- Training framework: slime
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- Training data: curated conversations from [GAIR/LIMI](https://huggingface.co/datasets/GAIR/LIMI)
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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
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