Qwen3 4B Cybersecurity Heretic 16bit is an open-source language model by DexopT. Features: 4b LLM, VRAM: 8.1GB, Context: 256K, License: apache-2.0, Quantized.
16bit Abliteration Base model:dexopt/qwen3-4b-cyb... Base model:finetune:dexopt/qwe... Conversational Cybersecurity Dataset:dexopt/cyber heretic Dataset:dexopt/heretic-bad-pro... Dataset:dexopt/heretic-good-pr... En Finetuned Heretic Infosec Offensive-security Penetration-testing Quantized Qwen Qwen3 Red-team Region:us Safetensors Sharded Tensorflow Uncensored Unsloth
Model Card on HF 🤗: https://huggingface.co/DexopT/Qwen3-4B-Cybersecurity-Heretic-16bit
Qwen3 4B Cybersecurity Heretic 16bit Parameters and Internals
| LLM Name | Qwen3 4B Cybersecurity Heretic 16bit |
| Repository 🤗 | https://huggingface.co/DexopT/Qwen3-4B-Cybersecurity-Heretic-16bit |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 8.1 GB |
| Updated | 2026-04-05 |
| Maintainer | DexopT |
| Model Type | qwen3 |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 16bit |
| Model Architecture | Qwen3ForCausalLM |
| License | apache-2.0 |
| Context Length | 262144 |
| Model Max Length | 262144 |
| Transformers Version | 4.57.6 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|PAD_TOKEN|> |
| Vocabulary Size | 151936 |
| Errors | replace |
Best Alternatives to Qwen3 4B Cybersecurity Heretic 16bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen3 4B Self Thinking 16bit | 256K / 8.1 GB | 658 | 0 |
| ...Instruct 2507 Unsloth Bnb 4bit | 256K / 3.5 GB | 189920 | 14 |
| ...wen3 4B Thinking 2507 MLX 4bit | 256K / 2.3 GB | 77563 | 11 |
| ...wen3 4B Thinking 2507 MLX 8bit | 256K / 4.3 GB | 74153 | 7 |
| Fact Extractor Dev 1b | 256K / 8.1 GB | 235 | 0 |
| Jan V3 4B Base Instruct 4bit | 256K / 2.3 GB | 750 | 2 |
| ...Thinking 2507 Unsloth Bnb 4bit | 256K / 3.5 GB | 14904 | 2 |
| ...wen3 4B Instruct 2507 Bnb 4bit | 256K / 2.6 GB | 6091 | 4 |
| Qwen3 4B Thinking 2507 4bit | 256K / 2.3 GB | 4159 | 2 |
| Jan V3 4B Base Instruct 8bit | 256K / 4.3 GB | 73 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than DexopT/Qwen3-4B-Cybersecurity-Heretic-16bit .
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a