Transformers
Safetensors
qwen3
speculative-decoding
dspark
draft-model
vllm
text-generation-inference
Instructions to use abstract-extraordinary/Qwen3.6-27B-DSpark with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use abstract-extraordinary/Qwen3.6-27B-DSpark with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("abstract-extraordinary/Qwen3.6-27B-DSpark") model = AutoModel.from_pretrained("abstract-extraordinary/Qwen3.6-27B-DSpark", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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DSpark v2 head, full vocab: 2.62x vs no drafter, 4.67 tok/step
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