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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -164,7 +164,7 @@ python examples/tts_multilingual.py --list-languages

### Reasoning Models

Extract the thinking process from reasoning models like Qwen3 and DeepSeek-R1:
Extract the thinking process from reasoning models like Qwen3, DeepSeek-R1, and Step 3.5 Flash:

```bash
# Start server with reasoning parser
Expand All @@ -187,6 +187,7 @@ print("Answer:", response.choices[0].message.content)
|--------|--------|-------------|
| `qwen3` | Qwen3 series | Requires both `<think>` and `</think>` tags |
| `deepseek_r1` | DeepSeek-R1 | Handles implicit `<think>` tag |
| `step3p5` | Step 3.5 Flash | Alias for `deepseek_r1`, `<think>` tags |

### Embeddings

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1 change: 1 addition & 0 deletions docs/reference/models.md
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Expand Up @@ -18,6 +18,7 @@ Browse thousands of pre-optimized models at: **https://huggingface.co/mlx-commun
| Phi-3 | 3.8B, 14B | 4-bit |
| Granite 3.x, 4.x | Various | 4-bit |
| Nemotron | 3 Nano 30B | 6-bit |
| Step 3.5 | Flash 196B (MoE, 11B active) | 4-bit |

### Recommended Models

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