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ipsilondev/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF

ipsilondev Qwen 32B GGUF second-order 131K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/ipsilondev%2Fzetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF"
Response includes
  • classification m5
  • files 3
  • benchmarks 16 entries
  • hub_downloads_all_time 85
  • author_summary 1 models
  • readme_text full
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Abliteration classifier · v1.0.0
M5
Primary method

Mergekit merge

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.
  • merge tag / mergekit / dare-ties in tags or name
  • no unusual architecture pattern (regular merge)
  • abliterated marker present
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
85
20 last 30d - stable
Likes
0
Model age
21mo ago
created 2025-01-11
Downloads over time
Now97→from21↑362%
0479514221 on Jan 8, 202597 on Oct 11129 on Aug 13, 2025Jan '25Apr '25Jul '25Oct '25JanAprJulOct
Jan 8, 2025 → Oct 11 · 131 snapshots · spans 641 days

Benchmarks

Benchmark Score Source
BBH average 0.6166818004929303 OpenLLM-v2
IFEval instruct 0.8597122302158273 OpenLLM-v2
IFEval-Prompt 0.8059149722735675 OpenLLM-v2
MATH lvl 5 0 OpenLLM-v2
MMLU-Pro 0.5684840425531915 OpenLLM-v2
Entertainment 1.9 UGI
Hazardous 4.1 UGI
Natural Intelligence 21.52 UGI
Political lean -14.0% UGI
Sensitive-Info 29.19 UGI
SocPol 3.2 UGI
UGI 46.96 UGI
Willingness (10) 8.2 UGI
W10-Adherence 7.5 UGI
W10-Direct 9 UGI
Writing 33.32 UGI

Genealogy 0 direct forks

Full fork graph →

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

Metadata

License
apache-2.0
Languages
en
Tags
transformers gguf mergekit merge qwen2.5 TIES llama-cpp gguf-my-repo text-generation en base_model:CombinHorizon/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES base_model:quantized:CombinHorizon/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES

Related

Total size
18.5 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-01-11 23:38

Files by quantization

Auxiliary files 3 files 18.5 GB
zetasepic-abliteratedv2-qwen2.5-32b-inst-basemerge-ties-q4_k_m.gguf 18.5 GB 82ab48a8 download
README.md 2.34 KB a35a5970 download
.gitattributes 1.58 KB 009fb738 download

README current version from Hugging Face


base_model: CombinHorizon/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES
library_name: transformers
tags:

  • mergekit
  • merge
  • qwen2.5
  • TIES
  • llama-cpp
  • gguf-my-repo
    license: apache-2.0
    language:
  • en
    pipeline_tag: text-generation

ipsilondev/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF

This model was converted to GGUF format from CombinHorizon/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo ipsilondev/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF --hf-file zetasepic-abliteratedv2-qwen2.5-32b-inst-basemerge-ties-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo ipsilondev/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF --hf-file zetasepic-abliteratedv2-qwen2.5-32b-inst-basemerge-ties-q4_k_m.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo ipsilondev/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF --hf-file zetasepic-abliteratedv2-qwen2.5-32b-inst-basemerge-ties-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo ipsilondev/zetasepic-abliteratedV2-Qwen2.5-32B-Inst-BaseMerge-TIES-Q4_K_M-GGUF --hf-file zetasepic-abliteratedv2-qwen2.5-32b-inst-basemerge-ties-q4_k_m.gguf -c 2048

README history 1 version

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

  1. 2025-01-11Upload README.md with huggingface_hub8a0b1e62.3 KB
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