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Betelgeuse-AI/DeepSeek-V4.1-Flash-1017-FLE-DSPARK

AI model by Betelgeuse-AI

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This repository provides the official DSpark speculative-decoding draft head (mtp.0..2) extracted from DeepSeek-V4.1-Flash-1017 and converted to a specialized GGUF format for use with the Betelgeuse (bel-server / bel-cli) and FLE out-of-core MoE inference engines. Standard quantization tools fail on the DSpark head: To run DeepSeek-V4.1-Flash on consumer hardware (e.g., RTX 3060 12GB with 16GB system RAM), you will assemble three components into a single directory: Define where your model files will live on your fastest NVMe mount: Choose one of the following quantizations from unsloth/DeepSeek-V4.1-Flash-1017-GGUF: The Engram conditional-memory table is identical across quants and only runs…

Betelgeuse-AI/DeepSeek-V4.1-Flash-1017-FLE-DSPARK on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. DeepSeek-V4.1-Flash (1017) DSpark Drafter (FLE / Betelgeuse Edition)
  2. File Specifications
  3. Why This Specific Quantization Recipe?
  4. Complete Setup & Download Guide
  5. 1. Set Your Local Model Directory
  6. 2. Download the Model Shards
  7. Step A: Download the Base Model Backbone
  8. Step B: Download the Swappable IQ4NL Engram Shard
  9. Step C: Download the DSpark Draft Head
  10. Launch Instructions
  11. 1. Host Preparation & Environment Variables
  12. 2. Execution Command (bel-server)

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Model overview

Betelgeuse-AI/DeepSeek-V4.1-Flash-1017-FLE-DSPARK is a task-unspecified model repository published by Betelgeuse-AI on Hugging Face. A library was not reported.

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Task
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Library
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Recent downloads (30 days)
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Architecture
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License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-11-08T06:48:17.000Z
Last modified
2026-11-08T06:48:17.000Z

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