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Swarmhunter V2 by UtkarshSinghShrinet

By UtkarshSinghShrinet · 59 downloads

Swarmhunter V2 is an open-source language model by UtkarshSinghShrinet. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Quantized, LLM Explorer Score: 0.3.

Base model:quantized:utkarshsi... Base model:utkarshsinghshrinet...   Conversational   Ctf   Cve   Cwe   Cybersecurity   Dpo   En   Endpoints compatible   Exploit-analysis   Gguf   Ollama   Penetration-testing   Quantized   Qwen2   Region:us   Rlhf   Safetensors   Sharded   Tensorflow   Vulnerability-detection

Swarmhunter V2 Parameters and Internals

LLM NameSwarmhunter V2
Repository πŸ€—https://huggingface.co/UtkarshSinghShrinet/swarmhunter-v2 
Base Model(s)  Swarmhunter 3B   UtkarshSinghShrinet/swarmhunter-3b
Model Size3b
Required VRAM6.2 GB
Updated2026-10-30
MaintainerUtkarshSinghShrinet
Model Typeqwen2
Model Files  4.0 GB: 1-of-2   2.2 GB: 2-of-2   3.3 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version5.14.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than UtkarshSinghShrinet/swarmhunter-v2.