---

license: apache-2.0

language:

• en

tags:

• cybersecurity
• offensive-security
• penetration-testing
• red-team
• gguf
• llama.cpp

base_model: oyildirim/CyberStrike-OffSec-35B

base_model_relation: quantized

pipeline_tag: text-generation

quantized_by: ahmedandaloes

---

CyberStrike-OffSec-35B — GGUF

GGUF quantizations of oyildirim/CyberStrike-OffSec-35B

(qwen3_5_moe, Qwen3.5 MoE) for llama.cpp,

Ollama, LM Studio, etc. Text-only conversion.

Each quant is split into ~5 GB shards (-0000N-of-0000M.gguf). Download **all

shards of your chosen quant** — llama.cpp/Ollama load them automatically from the

first shard.

Quant options

| Quant | Bits (approx) | Use |

|-------|---------------|-----|

| Q2_K | ~2.6 | smallest, lowest RAM, lossy |

| Q3_K_S / Q3_K_M / Q3_K_L | ~3 | small, budget RAM |

| Q4_K_S / Q4_K_M | ~4 | recommended balance |

| Q5_K_S / Q5_K_M | ~5 | higher quality |

| Q6_K | ~6 | near-lossless |

| Q8_0 | 8 | highest fidelity GGUF |

For MLX (Apple Silicon) builds see the

MLX collection.

Usage (llama.cpp)

# download all shards of one quant (e.g. Q4_K_M), then:
./llama-cli -m CyberStrike-OffSec-35B-Q4_K_M-00001-of-0000N.gguf -p "What is SQL injection?"

Usage (Ollama)

# after downloading a quant's shards:
printf 'FROM ./CyberStrike-OffSec-35B-Q4_K_M-00001-of-0000N.gguf\n' > Modelfile
ollama create cyberstrike -f Modelfile
ollama run cyberstrike

Attribution & license

• Source: oyildirim/CyberStrike-OffSec-35B · base Qwen/Qwen3.6-35B-A3B
• License Apache-2.0 (inherited). Credit to the original author; GGUF builds for the community.
• Intended for authorized offensive-security work only.