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philbert440/ThinkingCap-Qwen3.6-27B-Uncensored-Medium

philbert440 Qwen 27B multimodal
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  • classification m1
  • files 21
  • hub_downloads_all_time 67
  • author_summary 20 models
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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)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
67
16 last 30d - stable
Likes
0
Descendants
1
in 1 direct fork
Model age
2mo ago
created 2026-08-01
Downloads over time
Now75→from0↑0%
02855830 on Jul 2975 on Oct 11JulAugSepOct
Jul 29 → Oct 11 · 51 snapshots · spans 74 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.

Metadata

License
apache-2.0
Tags
transformers safetensors qwen3_5 image-text-to-text uncensored abliterated heretic thinkingcap conversational base_model:bottlecapai/ThinkingCap-Qwen3.6-27B base_model:finetune:bottlecapai/ThinkingCap-Qwen3.6-27B license:apache-2.0

Related

Total size
51.0 GB
Files
21
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-15 16:25

Files by quantization

Auxiliary files 21 files 51.0 GB
model-00005-of-00012.safetensors 4.64 GB 0766b935 download
model-00008-of-00012.safetensors 4.63 GB e3a2f3ce download
model-00011-of-00012.safetensors 4.62 GB 8f1a7132 download
model-00003-of-00012.safetensors 4.62 GB 02101236 download
model-00009-of-00012.safetensors 4.62 GB 7315a590 download
model-00010-of-00012.safetensors 4.59 GB adb1e4ec download
model-00007-of-00012.safetensors 4.59 GB 3ae9a025 download
model-00006-of-00012.safetensors 4.58 GB a5d0526f download
model-00004-of-00012.safetensors 4.58 GB 1f18fd10 download
model-00002-of-00012.safetensors 4.51 GB 4f6c0423 download
model-00012-of-00012.safetensors 2.60 GB a5d5a0bf download
model-00001-of-00012.safetensors 2.37 GB 994d372d download
tokenizer.json 12.2 MB 5f9e4d49 download
model.safetensors.index.json 109 KB cc8da4e6 download
tokenizer_config.json 16.3 KB 28d96ff3 download
chat_template.jinja 7.58 KB a8755d82 download
config.json 3.61 KB 5fad23fc download
README.md 2.39 KB 54eec1b7 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.16 KB 33818c7f download
generation_config.json 219 B fab768c3 download

README current version from Hugging Face


license: apache-2.0
base_model: bottlecapai/ThinkingCap-Qwen3.6-27B
pipeline_tag: image-text-to-text
library_name: transformers
tags:

  • uncensored
  • abliterated
  • heretic
  • thinkingcap
  • qwen3_5

ThinkingCap Qwen3.6 27B Uncensored Medium

Sharpest tier on the terse ThinkingCap base — BF16 source.

Part of the Qwen3.6-27B Uncensored — ThinkingCap collection — abliterated (Heretic) Qwen3.6 vision-language models served on Tesla V100 via 1Cat-vLLM.

What this is

Medium — gentle abliteration: the sharpest, best-calibrated tier (gsm8k 0.94–0.95, factual 1.0) with more selective openness.

BF16 — full-precision source checkpoint. Use for further quantization or on GPUs with headroom. The quantized siblings below carry the served benchmarks.

Base model: bottlecapai/ThinkingCap-Qwen3.6-27B

Openness

Openness profile (honest): abliteration opens up hacking / malware / lock-picking / NSFW / disinformation prompts; weapons, drugs, political persuasion, surveillance, and extremism stay refused across all tiers. "Uncensored" here means cyber/NSFW-permissive, not unconditionally open.

Variants

See the Qwen3.6-27B Uncensored — ThinkingCap collection for all tiers and formats (BF16 / W4A16-AWQ / NVFP4).


Abliteration removes safety refusals; you are responsible for lawful, ethical use.

Changelog

  • 2026-08-15 — tokenizer fix. tokenizer.json / tokenizer_config.json were re-serialized by the llm-compressor calibration run and shipped with an active truncation block (max_length 1024/2048) plus a drifted pre-tokenizer regex (and, on the Qwen3.6-based repos, 7 phantom audio/TTS special tokens the base model does not define). That broke image inputs larger than the limit under transformers 5 / vLLM (Mismatch in image token count, surfacing as an HTTP 400 Failed to apply Qwen3VLProcessor). Both files are now byte-identical to the upstream base model's (vocab/merges/added tokens were always identical — this is a metadata-only restore). If you downloaded before this date, re-fetch those two files. Thanks to @elBuffo for the report.

README history 3 versions

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

  1. 2026-08-15Fix tokenizer: drop leftover truncation block, restore upstream tokenizer.jso...52aa8112.4 KB
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  2. 2026-08-03Standardize model card46e375b1.6 KB
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  3. 2026-08-01TC-Medium (public fallback)9deca2c2.2 KB
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