Nanomind Security Analyst is an open-source language model by opena2a. Features: 1.7b LLM, VRAM: 1.1GB, Context: 40K, License: apache-2.0, Quantized, LLM Explorer Score: 0.26.
Ai-agent-security Base model:adapter:qwen/qwen3-... Base model:qwen/qwen3-1.7b Conversational En Endpoints compatible Gguf Lora Model-index Nanomind Opena2a Quantized Qwen3 Region:us Safetensors Security Sft Structured-output Threat-analysis
Model Card on HF 🤗: https://huggingface.co/opena2a/nanomind-security-analyst
Nanomind Security Analyst 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)
Nanomind Security Analyst Parameters and Internals
| LLM Name | Nanomind Security Analyst |
| Repository 🤗 | https://huggingface.co/opena2a/nanomind-security-analyst |
| Base Model(s) | |
| Model Size | 1.7b |
| Required VRAM | 1.1 GB |
| Updated | 2026-07-04 |
| Maintainer | opena2a |
| Model Type | qwen3 |
| Model Files | |
| Supported Languages | en |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Model Architecture | Qwen3ForCausalLM |
| License | apache-2.0 |
| Context Length | 40960 |
| Model Max Length | 40960 |
| Transformers Version | 4.51.0 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Nanomind Security Analyst
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Qwen3 1.7B GGUF | 40K / 0.5 GB | 36207 | 69 |
| ... Deepseek R1 0528 Distillation | 40K / 4 GB | 188 | 3 |
| Qwen3 1.7B Mixture Of Thought | 40K / 4 GB | 52 | 3 |
| Qwen3 1.7B MLX 4bit | 64K / 0.9 GB | 447 | 4 |
| Distill 1.7B 4bit MLX | 40K / 1.1 GB | 299 | 0 |
| Qwen3 1.7B Unsloth Bnb 4bit | 40K / 1.4 GB | 32368 | 12 |
| Qwen3 1.7B 4bit | 40K / 1 GB | 13666 | 5 |
| Qwen3 1.7B Bnb 4bit | 40K / 1.4 GB | 3227 | 5 |
| Qwen3 1.7B 4bit DWQ 053125 | 40K / 1 GB | 808 | 2 |
| ...Qwen3 1.7B Abliterated V1 4bit | 40K / 1 GB | 919 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than opena2a/nanomind-security-analyst .
Rank the Nanomind Security Analyst Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a