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Artificial IntelligenceAugust 6, 2026 · 1 min read

Ollama v0.32.6: Qwen3.5 MLX Speculative Decoding, OpenAI-Compatible Streaming

Mehmet Kocabaş
Mehmet Kocabaşupdated: August 6, 2026
Ollama v0.32.6: Qwen3.5 MLX Speculative Decoding, OpenAI-Compatible Streaming

TL;DR

Qwen3.5 faster on Apple GPUs via MLX speculative decoding; streaming matches OpenAI wire format.

Source summary

Qwen3.5 is faster on Apple GPUs: the MLX engine now uses the model's MTP head for speculative decoding automatically.

/v1/chat/completions streaming now matches OpenAI's wire format: role only on the first chunk, finish_reason on its own chunk, and usage in a separate chunk with stream_options.include_usage.

Experimental image generation has been temporarily removed.

Source