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audreyt/DeepSeek-V4-Flash-Vision-Exp-Abliterated-GGUF

audreyt Deepseek GGUF multimodal 1.0M ctx
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Response includes
  • classification m8
  • files 3
  • hub_downloads_all_time 13,567
  • author_summary 4 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
14K
913 last 30d - cooling
Likes
2
Model age
6w ago
created 2026-09-02
Downloads over time
Now14.3K→from0↑0%
05.2K10.5K15.7K0 on Sep 214.3K on Oct 17SepOct
Sep 2 → Oct 17 · 46 snapshots · spans 45 days

Genealogy 0 direct forks

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This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
mit
Tags
gguf deepseek deepseek-v4-flash vision-exp ds4 abliterated base_model:deepseek-ai/DeepSeek-V4-Flash-Vision-Exp base_model:quantized:deepseek-ai/DeepSeek-V4-Flash-Vision-Exp license:mit endpoints_compatible region:us imatrix

Related

Total size
80.8 GB
Files
3
Quantizations
1
Registered
2026-09-02 01:03
Last updated on HF
2026-09-02 00:22

Files by quantization

Auxiliary files 3 files 80.8 GB
DeepSeek-V4-Flash-Vision-Exp-Abliterated-IQ2XXS-w2Q2K-AProjQ8-SExpQ8-OutQ8.gguf 80.8 GB 66e47437 download
README.md 2.48 KB 195ab17d download
.gitattributes 1.60 KB 13eeca0e download

README current version from Hugging Face


license: mit
base_model: deepseek-ai/DeepSeek-V4-Flash-Vision-Exp
tags:

  • deepseek
  • deepseek-v4-flash
  • vision-exp
  • gguf
  • ds4
  • abliterated

DeepSeek V4 Flash Vision-Exp Abliterated (ds4 IQ2)

Official-recipe Vision-Exp language GGUF (IQ2_XXS routed experts, Q2_K down, Q8_0 attention/shared/output) with the published rank-1 refusal-direction edit baked into 33 blk.{10..42}.attn_output_b.weight tensors.

This is not Headroom128 0731 Flash. Do not attach the 0731 DSpark support GGUF. Pair with the unmodified 316-tensor encoder.

Files

file bytes sha256
DeepSeek-V4-Flash-Vision-Exp-Abliterated-IQ2XXS-w2Q2K-AProjQ8-SExpQ8-OutQ8.gguf 86720111776 66e47437ce7201546fa870a23ccdc094282660f1e52f3403ed5fb59604b2d894
encoder (not in this repo) 932857760 see antirez/deepseek-v4-gguf DeepSeek-V4-Flash-Vision-Encoder.gguf

Language KV: 1328 tensors / 66 KV, architecture=deepseek4, checkpoint_variant=vision-exp, sidecar_required=true, source.revision=e46e16bf6035c6f317eb2ac7458eb0362926d402.

How it was made

  1. APFS-clone the official antirez Vision-Exp IQ2 language GGUF.
  2. HTTP-Range the 33 already-quantized Q8_0 attn_output_b payloads from apetersson/DeepSeek-V4-Flash-Vision-Exp-Abliterated revision f41380effb3b78f9e08cec2110296a149fb2e063 (Basic128-Routed-IQ2_M), Content-Range total 102826285248.
  3. pwrite each payload at the parsed local data_pos+rel_offset (not a 35651584-byte stride).
  4. SHA-256 every destination payload against the pinned Basic128 source. Control blk.0.attn_output_b.weight unchanged (384e5056…).

Abliteration recipe (publisher): rank-1 residual on HF layers.N.attn.wo_b for N=10..42, λ=3.5, preserve output-row L2; MTP/shared-down untouched. Direction transferred from drowzeys 0731 DSpark ablit 85ae5bba.

Run (ds4 origin/main / audreyt d0c2b43)

./ds4 -m DeepSeek-V4-Flash-Vision-Exp-Abliterated-IQ2XXS-w2Q2K-AProjQ8-SExpQ8-OutQ8.gguf \
  --vision DeepSeek-V4-Flash-Vision-Encoder.gguf \
  --nothink --temp 0
# then: /read photo.jpg

M5 Max 128 GiB smoke (2026-09-01): image 512x507, 169 image tokens, Earth/Africa globe caption, 285.75 prefill / 44.94 gen t/s.

License

MIT, inheriting DeepSeek V4 Flash / Vision-Exp. Derivative of deepseek-ai/DeepSeek-V4-Flash-Vision-Exp and the official antirez IQ2 quant. Abliterated wo_b payloads from apetersson Basic128 (same MIT inherit).

README history 2 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-09-02Record language GGUF sha256 66e47437367a1fe2.5 KB
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  2. 2026-09-02Add Vision-Exp abliterated IQ2 model cardd49a6992.4 KB
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Discussions 1 thread

  1. 2026-09-02Hi will this work like the DS4 recipe?closed1 💬#1
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