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AITRADER/Jackrong-Qwen3.5-2B-Claude-Reasoning-abliterated-mxfp8-MLX

Name: AITRADER/Jackrong-Qwen3.5-2B-Claude-Reasoning-abliterated-mxfp8-MLX
Author: AITRADER

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     "https://abliteration.org/api/v1/models/AITRADER%2FJackrong-Qwen3.5-2B-Claude-Reasoning-abliterated-mxfp8-MLX"

Response includes

classification m1
files 9
hub_downloads_all_time 751
author_summary 30 models
readme_text full

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Abliteration classifier · v1.0.0

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

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)

Downloads · lifetime

751

48 last 30d - cooling

Likes

Model age

7mo ago

created 2026-03-08

Downloads over time

Mar 11 → Oct 12 · 71 snapshots · spans 215 days

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.

Jackrong/Qwen3.5-2B-Claude-4.6-Opus-Reasoning-Distilled this lineage

AITRADER/Jackrong-Qwen3.5-2B-Claude-Reasoning-abliterated-mxfp8-MLX↓ 48

Metadata

License

apache-2.0

Files by quantization

Auxiliary files 9 files 2.44 GB

model.safetensors	2.43 GB	e9fe7a86	download
tokenizer.json	19.1 MB	87a7830d	download
model.safetensors.index.json	63.8 KB	6f71b131	download
chat_template.jinja	3.95 KB	609532bf	download
config.json	3.34 KB	51b92f99	download
README.md	1.64 KB	e213be7e	download
.gitattributes	1.53 KB	52373fe2	download
tokenizer_config.json	1.17 KB	d7920365	download
preprocessor_config.json	336 B	4ae180b4	download

README current version from Hugging Face

base_model: Jackrong/Qwen3.5-2B-Claude-4.6-Opus-Reasoning-Distilled
language: en
pipeline_tag: text-generation
library_name: mlx
tags:

mlx
abliterated
uncensored
qwen3.5
reasoning
claude-distilled
mxfp8
quantized
license: apache-2.0

Jackrong Qwen3.5-2B Claude Reasoning - Abliterated (MXFP8 MLX)

This is an abliterated (uncensored), MXFP8 quantized version of Jackrong/Qwen3.5-2B-Claude-4.6-Opus-Reasoning-Distilled, converted to MLX format for Apple Silicon.

What is this model?

The base model is Qwen3.5-2B fine-tuned on Claude 4.6 Opus reasoning data. This version is abliterated (safety refusals removed) and quantized to MXFP8 for reduced memory usage.

Abliteration Details

Method: lukey03 (1 direction, norm-preserving, 3 refinement passes)
Post-processing: LoRA compliance fine-tuning (rank=64, 80 iterations)
Quantization: MXFP8 (8.25 bits per weight)
Format: MLX (Apple Silicon native)
Tool: OBLITERATUS

Usage

pip install mlx-lm

mlx_lm.generate --model AITRADER/Jackrong-Qwen3.5-2B-Claude-Reasoning-abliterated-mxfp8-MLX --prompt "Explain quantum computing"

Full Precision Version

The bf16 version is available at: AITRADER/Jackrong-Qwen3.5-2B-Claude-Reasoning-abliterated-fp16-MLX

Disclaimer

This model is provided for research purposes. Users are responsible for ensuring their use complies with applicable laws and regulations.

README history 1 version

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

2026-03-08Upload folder using huggingface_hubafbcfe41.6 KB
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