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mondk/spark-x2.5-4b-abliterated-safetensors

mondk 4.1B
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Response includes
  • classification m1
  • files 12
  • hub_downloads_all_time 181
  • author_summary 9 models
  • readme_text full
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 GET/methods/m1
What "m1" means · taxonomy
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
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=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
How we label → About M1 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
181
56 last 30d - stable
Likes
2
Descendants
1
in 1 direct fork
Model age
6w ago
created 2026-09-09
Downloads over time
Now227→from0↑0%
0831662500 on Sep 9227 on Oct 24227 on Oct 22SepOct
Sep 9 → Oct 24 · 46 snapshots · spans 45 days

Genealogy 1 direct fork

Full fork graph →

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

mondk/spark-x2.5-4b-abliterated-safetensors↓ 56 1 fork
mondk/Spark-x2.5-4B-Abliterated-Uncensored-MLX-4Bit↓ 784

Metadata

Tags
safetensors spark2_5 llm sparkx2_5 abliterated uncensored custom_code base_model:XHToken/Spark-X2.5-4B base_model:finetune:XHToken/Spark-X2.5-4B license:apache-2.0 region:us

Related

Other by mondk
MiniCPM5-2B-Abliterated-Uncensored-GGUF 11K MiniCPM5-2B-Abliterated-Uncensored-MLX-4Bit 1K Spark-x2.5-4B-Abliterated-Uncensored-MLX-4Bit 784 MiniCPM5-2B-Abliterated-Uncensored-Safetensors 291 MiniCPM5-2B-Abliterated-Uncensored-Safetensors-Q8_0-GGUF 0
Total size
7.66 GB
Files
12
Quantizations
1
Registered
2026-09-09 05:55
Last updated on HF
2026-09-10 10:01
Source huggingface.co/mondk/spark-x2.5-4b-abliterated-safetensors ↗

Files by quantization

Auxiliary files 12 files 7.67 GB
model-00001-of-00002.safetensors 4.63 GB 62766b94 download
model-00002-of-00002.safetensors 3.03 GB 2f89f867 download
tokenizer.json 9.65 MB 2591c719 download
model.safetensors.index.json 23.6 KB b22afe3d download
tokenizer_config.json 20.3 KB 64bea0dc download
modeling_spark.py 19.0 KB 4e48c7a9 download
chat_template.jinja 4.54 KB 6c6617ee download
configuration_spark.py 4.23 KB cca611a0 download
config.json 1.99 KB 2c6a1864 download
.gitattributes 1.48 KB a6344aac download
special_tokens_map.json 613 B 98515315 download
generation_config.json 231 B 815d3009 download

README

The author did not publish a README.

README history 2 versions

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

  1. 2026-09-10Update README.mdf74b5dc345 B
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  2. 2026-09-09Create README.mdffa8ff732 B
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