Sponsored by
APIMart
Solstice-AI / DeepSeek-V4-Flash-MTP-DSpark-MLX
Model's Last Updated: September 07 2026
text-generation
Introduction of DeepSeek-V4-Flash-MTP-DSpark-MLX
Model Details of DeepSeek-V4-Flash-MTP-DSpark-MLX
DeepSeek-V4-Flash-MTP-DSpark-MLX
Official Solstice-AI Speculative Decoding Drafter for Apple Silicon • Native Multi-Token Prediction (MTP) • 2x–3x Throughput Boost for DeepSeek-V4-Flash-Vision-Exp
Designed to pair seamlessly with Solstice-AI/DeepSeek-V4-Flash-Vision-Exp-MLX
Overview
Solstice-AI/DeepSeek-V4-Flash-MTP-DSpark-MLX
is the standalone Multi-Token Prediction (MTP) speculative drafter model optimized for Apple Silicon via Apple's
MLX
framework.
When paired with the target foundation model
Solstice-AI/DeepSeek-V4-Flash-Vision-Exp-MLX
, this drafter model speculatively generates multiple candidate tokens per decoding step with zero loss in mathematical or algorithmic accuracy, increasing generation speeds by
2.2x to 3.1x
across common coding, reasoning, and document analysis workloads.
Usage with MLX-LM
from mlx_lm import load, generate
target_model_id = "Solstice-AI/DeepSeek-V4-Flash-Vision-Exp-MLX"
draft_model_id = "Solstice-AI/DeepSeek-V4-Flash-MTP-DSpark-MLX"
model, tokenizer = load(target_model_id, draft_model=draft_model_id)
prompt = "Explain quantum error correction using the surface code."
response = generate(model, tokenizer, prompt=prompt, max_tokens=1024, verbose=True)
print(response)
License & Attribution
- Architecture: DeepSeek-AI ( DeepSeek License )
- Packaging & Optimization: Solstice-AI
Runs of Solstice-AI DeepSeek-V4-Flash-MTP-DSpark-MLX on huggingface.co
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More Information About DeepSeek-V4-Flash-MTP-DSpark-MLX huggingface.co Model
Url of DeepSeek-V4-Flash-MTP-DSpark-MLX
DeepSeek-V4-Flash-MTP-DSpark-MLX huggingface.co Url
Provider of DeepSeek-V4-Flash-MTP-DSpark-MLX huggingface.co
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