PentesterFlow V3 Reasoning LoRA is an open-source language model by AB-Y0. Features: 7b LLM, Quantized, Instruction-Based, LLM Explorer Score: 0.28.
Arxiv:1910.09700 4bit Base model:adapter:unsloth/qwe... Base model:unsloth/qwen2.5-7b-... Conversational Instruct Lora Peft Quantized Region:us Safetensors Sft Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/AB-Y0/PentesterFlow-V3-Reasoning-LoRA
PentesterFlow V3 Reasoning LoRA Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
PentesterFlow V3 Reasoning LoRA Parameters and Internals
| LLM Name | PentesterFlow V3 Reasoning LoRA |
| Repository 🤗 | https://huggingface.co/AB-Y0/PentesterFlow-V3-Reasoning-LoRA |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 0 GB |
| Updated | 2026-04-07 |
| Maintainer | AB-Y0 |
| Instruction-Based | Yes |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | AutoModel |
| Model Max Length | 32768 |
| Is Biased | none |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|PAD_TOKEN|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|v_proj |
| LoRA Alpha | 8 |
| LoRA Dropout | 0.1 |
| R Param | 8 |
| Errors | replace |
Best Alternatives to PentesterFlow V3 Reasoning LoRA
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Lora | 0K / 0.2 GB | 15 | 0 |
| Qwen 2.5 7B S1k Lora Model | 0K / 0.2 GB | 0 | 1 |
| Mistral 7B News Cnn Merged | 0K / 0.3 GB | 0 | 1 |
| Qwen 2.1 7B Persona Lora Model | 0K / 0.2 GB | 0 | 1 |
| Qwen2.5 7B Exp2 Lora Model | 0K / 0.2 GB | 0 | 1 |
| Qwen 2.5 7B Rp Lora | 0K / 0.2 GB | 0 | 3 |
| Pixel | 8K / 4.4 GB | 17 | 0 |
| ... 7b 448 Qinstruct Preview V0.1 | 2K / 17.3 GB | 24 | 4 |
| Mistral 7B Instruct V0.3 GGUF | 0K / 1.6 GB | 120058 | 134 |
| Qwen2 7B Instruct GGUF | 0K / 1.9 GB | 92218 | 11 |
Rank the PentesterFlow V3 Reasoning LoRA Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a