---
license: mit
base_model: deepseek-ai/DeepSeek-V4-Flash-DSpark
tags:
  - deepseek
  - deepseek-v4
  - dspark
  - abliterated
  - uncensored
  - moe
  - nvfp4
  - vllm
  - dgx-spark
  - v1.1-alpha
  - mida-brikie
library_name: transformers
pipeline_tag: text-generation
---

# DeepSeek-V4-Flash-DSpark — Abliterated Uncensored **v1.1 alpha (Mida / Brikie)**

**Mida / Brikie / Hermes-friendly** abliteration (milder than v1.0).  
**Not the same weights as v1.0 alpha.**

| | **v1.1 alpha (this repo)** | **v1.0 alpha** |
|---|---|---|
| HF | **this model** | [Abliterated-Uncensored](https://huggingface.co/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored) |
| Recipe | L10–42 `wo_b` · **MTP stock** · λ=3.5 | L10–42 **+ MTP** · λ=3.5 |
| C1 pure | **~50 tok/s** | **~57 tok/s** |
| Standing concurrency | **C=4** @ 1M | often C12 in publish notes |
| Refusal 32/32 | **100%** | **100%** |
| Agent surface | less skill-catalog spill | more spill under fat Hermes indexes |

GitHub (both releases):  
https://github.com/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-1M-57toks  
→ **[RELEASES.md](https://github.com/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-1M-57toks/blob/main/RELEASES.md)**

---

## ⚠️ 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 as v1.0).

### Access request fields

| Field | Description |
|---|---|
| **Username** | Your name or handle (form may default to your HF username) |
| **Email** | 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: repo [RESPONSIBLE_USE.md](https://github.com/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-1M-57toks/blob/main/RESPONSIBLE_USE.md)

### Prohibited uses

1. **Anything involving the sexual exploitation or endangerment of minors.**  
2. **You must be 18 years of age or older** to use and download this model.  
3. **Any information generated that can cause harm** (recipes / knowledge to make materials or substances) is **your own input and responsibility**; you are **accountable for any harm/damage** from your action/input.  
4. **Content promoting self-harm or suicide.**  
5. **Material that is illegal in your jurisdiction**, or that targets real individuals for **harassment, doxxing, or fraud**.  
6. **Any use prohibited by the upstream DeepSeek license.**

You must add **safety filtering**, **human review**, and **access controls**. Weights **as-is, no warranty**.

---

## Method (v1.1)

- mHC-resistant **direct FP8 `attn.wo_b` projection** (not LoRA).  
- **Stock** `wo_b` on layers **0–9**.  
- **Abliterated** `wo_b` on layers **10–42** only.  
- **MTP draft heads left stock** (`--no-mtp`) — protocol / agent friendliness.  
- SRA rank-1 refusal direction · **λ = 3.5**.  

Base: [deepseek-ai/DeepSeek-V4-Flash-DSpark](https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark)

## Measured (2× DGX Spark GB10, TP=2)

| metric | value |
|---|---|
| Context | **1,048,576** |
| KV | `nvfp4_ds_mla` · pool **~2.89M** @ UTIL 0.85 |
| Standing **max_num_seqs** | **4** |
| C1 server agg (code) | **~50 tok/s** |
| C4 server agg | **~113 tok/s** |
| Refusal suite | **32/32 bypass** · 0 garble |

## Serve (C=4 · 1M)

```bash
docker pull ghcr.io/drowzeys/vllm-dspark-nvfp4-stage-c:gb10
docker tag ghcr.io/drowzeys/vllm-dspark-nvfp4-stage-c:gb10 \
  vllm-dspark-runtime:dspark-nvfp4-stage-c

hf download drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-v1.1-alpha-Mida-Brikie-Mida-Brikie \
  --local-dir ~/models/dsv4-flash-dspark-abliterated-mida

# rank1 then rank0 — see GitHub scripts/serve-v1.1-alpha.sh
MODELDIR=~/models/dsv4-flash-dspark-abliterated-mida \
  CTX=1048576 SEQS=4 UTIL=0.85 bash scripts/serve-v1.1-alpha.sh 1
MODELDIR=~/models/dsv4-flash-dspark-abliterated-mida \
  CTX=1048576 SEQS=4 UTIL=0.85 bash scripts/serve-v1.1-alpha.sh 0
```

## Disclaimer

Research release. Outputs may include content stock models refuse. Do not deploy without your own safety layer. No liability for misuse.