Ollama's Latest RC Improves Qwen3.5 on Apple GPUs and Fixes Streaming Compatibility
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Ollama v0.32.6-rc0 adds a useful path for people running Qwen3.5 on Apple GPUs: the MLX engine now uses the model's MTP head automatically for speculative decoding. The practical idea is straightforward. The MTP head predicts upcoming tokens, and the main model verifies those predictions in batches. Accepted predictions can reduce serial waiting during decode. Ollama says this makes Qwen3.5 faster. It does not publish a benchmark, test machine, or speedup percentage in the release notes, so…
1Key Takeaways
- Ollama v0.32.6-rc0 adds a useful path for people running Qwen3.5 on Apple GPUs: the MLX engine now uses the model's MTP head automatically for speculative decoding.
- The practical idea is straightforward.
- The MTP head predicts upcoming tokens, and the main model verifies those predictions in batches.
- Accepted predictions can reduce serial waiting during decode.
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that ollama v0.32.6-rc0 adds a useful path for people running Qwen3.5 on Apple GPUs: the MLX engine now uses the model's MTP head automatically for speculative decoding.
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