---
license: other
base_model: moonshotai/Kimi-K2.7-Code
library_name: transformers
tags:
- speculative-decoding
- dflash
- eagle
- draft-model
- kimi-k2
- specforge
---

# Kimi-K2.7-Code DFlash draft

DFlash speculative-decoding **draft model** for [moonshotai/Kimi-K2.7-Code](https://huggingface.co/moonshotai/Kimi-K2.7-Code),
trained with [SpecForge](https://github.com/sgl-project/SpecForge) (PR #593) on NVIDIA Nemotron-Post-Training-Dataset-v2 (stem+chat+math+code).

- 6-layer Qwen3-style draft (hidden 7168); consumes target hidden states at layers [1,12,24,35,47,58]; block_size 8.
- Target vocab/tokenizer: Kimi-K2.7-Code (vocab 163840, mask_token_id 163838).
- Checkpoint: epoch_4_step_334000 — **Work-in-progress snapshot (epoch_4_step_334000)** — training still running.

Load with `trust_remote_code=True` (model code in `dflash.py`). Intended as the draft in SGLang DFlash speculative decoding paired with the Kimi-K2.7-Code target.