avlp12 / dsv4flash-mtp-aligned

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Model's Last Updated: August 25 2026

Introduction of dsv4flash-mtp-aligned

Model Details of dsv4flash-mtp-aligned

DSv4-Flash aligned MTP (non-expert sidecar)

On-policy chain-alignment of mtp.0 's non-expert parameters (74.3M, bf16) for DeepSeek-V4-Flash-0731, trained teacher-forced on the model's own greedy generations to improve chained (depth-k) draft acceptance.

Measured (single M3 Ultra, 4-bit pack, fixed depth-3 chain):

  • conditional acceptance d2 43.2% -> 51.1%, d3 9.8% -> 22.2%
  • tokens/verify-cycle 2.25 -> 2.31

Load after the 4-bit pack by dequantizing mtp.0's non-expert linears to bf16 and applying these tensors (see train_align.py / serving sidecar in github.com/avlp12/dsv4flash_tp2_stack). Speculative decoding is lossless, so this changes speed only, never outputs.

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dsv4flash-mtp-aligned huggingface.co

dsv4flash-mtp-aligned huggingface.co is an AI model on huggingface.co that provides dsv4flash-mtp-aligned's model effect (), which can be used instantly with this avlp12 dsv4flash-mtp-aligned model. huggingface.co supports a free trial of the dsv4flash-mtp-aligned model, and also provides paid use of the dsv4flash-mtp-aligned. Support call dsv4flash-mtp-aligned model through api, including Node.js, Python, http.

dsv4flash-mtp-aligned huggingface.co Url

https://huggingface.co/avlp12/dsv4flash-mtp-aligned

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https://huggingface.co/avlp12/dsv4flash-mtp-aligned

dsv4flash-mtp-aligned install

dsv4flash-mtp-aligned is an open source model from GitHub that offers a free installation service, and any user can find dsv4flash-mtp-aligned on GitHub to install. At the same time, huggingface.co provides the effect of dsv4flash-mtp-aligned install, users can directly use dsv4flash-mtp-aligned installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/avlp12/dsv4flash-mtp-aligned

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