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README.md
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## Model Overview
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## Model Overview
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**Qwen3-32B** has the following features:
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- Type: Causal Language Models
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- Training Stage: Pretraining & Post-training
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## Quickstart
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The code of Qwen3 has been in the latest
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```
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KeyError: 'qwen3'
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```
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The following contains a code snippet illustrating how to use the model generate content based on given inputs.
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```python
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## Model Overview
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**Qwen3-32B** has the following features:
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- Type: Causal Language Models
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- Training Stage: Pretraining & Post-training
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## Quickstart
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The code of Qwen3 has been in the latest versions of both **`transformers` (≥ 4.52.4)** and **`mlx_lm` (≥ 0.25.2)**, and we advise you to use the latest version of `transformers` and `mlx_lm`.
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Older versions (e.g., `transformers<4.51.0`) may raise errors like:
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```text
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KeyError: 'qwen3'
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```
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Install or upgrade both packages:
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```bash
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pip install --upgrade transformers mlx_lm
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```
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The following contains a code snippet illustrating how to use the model generate content based on given inputs.
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```python
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