DeepSeek-V4-Flash-DSpark abliterated (uncensored) · ~100% refusal bypass · C1 ~57 tok/s · 1M ctx · 2× DGX Spark · HF weights
Python
54
5 commits
updated Aug 17, 2026
Two different alpha releases. Choose deliberately — they are different weight edits.
| v1.0 alpha | v1.1 alpha | |
|---|---|---|
| Who for | Max ablit / max C1 | Mida / Brikie / Hermes (less skill spill) |
| MTP draft heads | Abliterated | Stock |
| C1 pure | ~57 tok/s | ~50 tok/s (slightly slower) |
| Standing concurrency | often C12 @ 1M | C=4 @ 1M |
| Refusal 32/32 | 100% | 100% |
| HF (gated) | Abliterated-Uncensored | …-v1.1-alpha-Mida-Brikie |
Full chooser + rebuild notes: → RELEASES.md

WARNING: These models have had safety refusals removed. Useful for red-teaming / research / unfiltered local assistants — and you must supply your own guardrails.
Both Hugging Face weight repos are gated (gated=auto) with the same access form:
| Field | Notes |
|---|---|
| Username | May default to your HF username |
| May default to your HF account email | |
| Reason for intended use | e.g. red-teaming, evaluation, research, local assistant |
Plus agreement checkboxes for prohibited uses.
Full agreement: → RESPONSIBLE_USE.md
HF: https://huggingface.co/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored
| Context | 1,048,576 (nvfp4_ds_mla) |
| C1 pure | ~57 tok/s |
| Refusal | ~100% (32-prompt + hard probe) |
| Weights | L0–9 stock · L10–42 + MTP ablit · λ=3.5 |
hf download drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored \
--local-dir ~/models/dsv4-flash-dspark-abliterated
MODELDIR=~/models/dsv4-flash-dspark-abliterated bash scripts/dsv4-nvfp4-1m-serve.sh 1
MODELDIR=~/models/dsv4-flash-dspark-abliterated bash scripts/dsv4-nvfp4-1m-serve.sh 0
Details: RESULTS.md · docs/STATUS.md
HF (separate repo, same gate):
https://huggingface.co/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-v1.1-alpha-Mida-Brikie
| Context | 1,048,576 |
| Standing concurrency | C=4 |
| C1 pure | ~50 tok/s |
| C4 agg | ~113 tok/s |
| Refusal | 32/32 = 100% · 0 garble |
| Weights | L0–9 stock · L10–42 ablit · MTP stock · λ=3.5 |
hf download drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-v1.1-alpha-Mida-Brikie \
--local-dir ~/models/dsv4-flash-dspark-abliterated-mida
# C=4 standing (1M)
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
Raw numbers: results/v1.1-alpha/ · docs/STATUS_V1.1_ALPHA.md
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
Edit MASTER / IF / HCA in the serve scripts for your fabric. gpu-clear both ranks before relaunch. Rank1 first, then rank0.
Even v1.1 can echo a fat skills catalog if Hermes says “MUST skill_view”. Use on-demand skills, names-only index, max_tokens: 8192, tool_use_enforcement: false.
See docs/HERMES_SPILL_FIX.md.
RELEASES.md # v1.0 vs v1.1 chooser (start here)
RESPONSIBLE_USE.md
RESULTS.md # v1.0 performance write-up
results/ # v1.0 raw JSON
results/v1.1-alpha/ # v1.1 probes + concurrency + ABLIT_META
docs/
scripts/ # serve + project_wob (supports --no-mtp for v1.1)
charts/
deepseek-ai/DeepSeek-V4-Flash-DSpark
Research releases. Outputs may include content stock models refuse. Do not deploy without your own safety layer. No liability for misuse.
3,983 followers · starred Aug 2026
1,252 followers · starred Aug 2026
DeepSeek-V4-Flash-DSpark abliterated (uncensored) · ~100% refusal bypass · C1 ~57 tok/s · 1M ctx · 2× DGX Spark · HF weights
Python
54
5 commits
updated Aug 17, 2026
Two different alpha releases. Choose deliberately — they are different weight edits.
| v1.0 alpha | v1.1 alpha | |
|---|---|---|
| Who for | Max ablit / max C1 | Mida / Brikie / Hermes (less skill spill) |
| MTP draft heads | Abliterated | Stock |
| C1 pure | ~57 tok/s | ~50 tok/s (slightly slower) |
| Standing concurrency | often C12 @ 1M | C=4 @ 1M |
| Refusal 32/32 | 100% | 100% |
| HF (gated) | Abliterated-Uncensored | …-v1.1-alpha-Mida-Brikie |
Full chooser + rebuild notes: → RELEASES.md

WARNING: These models have had safety refusals removed. Useful for red-teaming / research / unfiltered local assistants — and you must supply your own guardrails.
Both Hugging Face weight repos are gated (gated=auto) with the same access form:
| Field | Notes |
|---|---|
| Username | May default to your HF username |
| May default to your HF account email | |
| Reason for intended use | e.g. red-teaming, evaluation, research, local assistant |
Plus agreement checkboxes for prohibited uses.
Full agreement: → RESPONSIBLE_USE.md
HF: https://huggingface.co/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored
| Context | 1,048,576 (nvfp4_ds_mla) |
| C1 pure | ~57 tok/s |
| Refusal | ~100% (32-prompt + hard probe) |
| Weights | L0–9 stock · L10–42 + MTP ablit · λ=3.5 |
hf download drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored \
--local-dir ~/models/dsv4-flash-dspark-abliterated
MODELDIR=~/models/dsv4-flash-dspark-abliterated bash scripts/dsv4-nvfp4-1m-serve.sh 1
MODELDIR=~/models/dsv4-flash-dspark-abliterated bash scripts/dsv4-nvfp4-1m-serve.sh 0
Details: RESULTS.md · docs/STATUS.md
HF (separate repo, same gate):
https://huggingface.co/drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-v1.1-alpha-Mida-Brikie
| Context | 1,048,576 |
| Standing concurrency | C=4 |
| C1 pure | ~50 tok/s |
| C4 agg | ~113 tok/s |
| Refusal | 32/32 = 100% · 0 garble |
| Weights | L0–9 stock · L10–42 ablit · MTP stock · λ=3.5 |
hf download drowzeys/DeepSeek-V4-Flash-DSpark-Abliterated-Uncensored-v1.1-alpha-Mida-Brikie \
--local-dir ~/models/dsv4-flash-dspark-abliterated-mida
# C=4 standing (1M)
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
Raw numbers: results/v1.1-alpha/ · docs/STATUS_V1.1_ALPHA.md
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
Edit MASTER / IF / HCA in the serve scripts for your fabric. gpu-clear both ranks before relaunch. Rank1 first, then rank0.
Even v1.1 can echo a fat skills catalog if Hermes says “MUST skill_view”. Use on-demand skills, names-only index, max_tokens: 8192, tool_use_enforcement: false.
See docs/HERMES_SPILL_FIX.md.
RELEASES.md # v1.0 vs v1.1 chooser (start here)
RESPONSIBLE_USE.md
RESULTS.md # v1.0 performance write-up
results/ # v1.0 raw JSON
results/v1.1-alpha/ # v1.1 probes + concurrency + ABLIT_META
docs/
scripts/ # serve + project_wob (supports --no-mtp for v1.1)
charts/
deepseek-ai/DeepSeek-V4-Flash-DSpark
Research releases. Outputs may include content stock models refuse. Do not deploy without your own safety layer. No liability for misuse.
3,983 followers · starred Aug 2026
1,252 followers · starred Aug 2026