keys-vllm-0.25.2 (Anemll/MiaAI_lab) DSV4F+DSpark+(100% Abliterated) on Dual DGX-Sparks
Drop-in uncensored / abliterated weights for DeepSeek-V4-Flash-DSpark, published for dual DGX Spark with Anemll vLLM 0.25.2.dev0 + MiaAI-Lab 2× recipe.
Full credit: Anemll/dspark-vllm-gx10 · MiaAI-Lab/DeepSeek-v4-Flash-DSpark-2x-DGX-Spark
GitHub (recipe + Spec-Kit + agent one-shot):
https://github.com/drowzeys/keys-vllm-0.25.2-Anemll-MiaAI_lab-DSV4F-DSpark-100pct-Abliterated-Dual-DGX-Sparks
⚠️ Responsible Use & gated access (required)
WARNING: This model has had safety refusals removed. That makes it useful for red-teaming, security research, evaluation, and unfiltered assistant tasks — and also removes guardrails you must supply yourself.
Access is gated. By requesting Hugging Face access, downloading, or using these weights, you agree to the terms below (same gate family as the other Keys DSV4F abliterated releases).
Access request fields
| Field | Description |
|---|---|
| Username | Your name or handle (form may default to your HF username) |
| Contact email (form may default to your HF account email) | |
| Reason for intended use | e.g. red-teaming, security research, evaluation, local assistant |
Plus all agreement checkboxes under Prohibited uses.
Full text: RESPONSIBLE_USE.md on GitHub
Prohibited uses
- Anything involving the sexual exploitation or endangerment of minors.
- You must be of age 18 years or older to use and download this model.
- You agree any information generated that can cause harm in terms of generating recipe, knowledge to make any materials/substances is your own input and responsibility. You will be accountable for any harm/damage caused by your action/input.
- Content promoting self-harm or suicide.
- Generation of material that is illegal in your jurisdiction, or that targets real individuals for harassment, doxxing, or fraud.
- Any use prohibited by the upstream DeepSeek license.
You are responsible for adding appropriate safety filtering, human review, and access controls for your deployment. The weights are provided as-is, with no warranty. The license is inherited from the upstream DeepSeek base model — review and comply with it before use or redistribution.
Abliteration
| Method | Layer-range wo_b SRA projection |
| Layers | 10–42 (L0–9 + MTP stock) |
| λ | 3.5 |
| Hard probe | 100% bypass (21/21), 0 refuse / 0 garble |
| Coherence / Hermes / tools | 5/5 · 3/3 · 4/4 |
Serve (2× DGX Spark)
docker pull ghcr.io/anemll/dspark-vllm-gx10:0.1.1
hf download drowzeys/keys-vllm-0.25.2-Anemll-MiaAI_lab-DSV4F-DSpark-100pct-Abliterated-Dual-DGX-Sparks \
--local-dir ~/models/dsv4-flash-dspark-abliterated-100
# then follow MiaAI start scripts from the GitHub recipe-2x/ tree
# GPU util ≤ 0.85 · max_model_len 1048576
Benches (published)
- C1 pure mean ~50.1 tok/s (peak ~59)
- Real-tasks C1 med: list 58.2 · essay 38.8 · reading 39.3
- C4 agg ~96 tok/s
Credits
- Anemll — https://github.com/Anemll/dspark-vllm-gx10
- MiaAI-Lab — https://github.com/MiaAI-Lab/DeepSeek-v4-Flash-DSpark-2x-DGX-Spark
- DeepSeek-AI / Fraser Price / Rafael Caricio / TonyD2Wild — model & DSpark lineage
- Keys (drowzeys) — abliteration + Spec-Kit packaging