Instructions to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0
# Run inference directly in the terminal:
llama cli -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0
# Run inference directly in the terminal:
llama cli -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0
# Run inference directly in the terminal:
./llama-cli -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Use Docker

docker model run hf.co/kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

LM Studio
Jan

vLLM

How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Ollama
How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with Ollama:
```
ollama run hf.co/kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0
```
Unsloth Desktop

How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with Docker Model Runner:
```
docker model run hf.co/kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0
```

Lemonade

How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Run and chat with the model

lemonade run user.Nex-N2.5-mini-ROCmFP4-GGUF-Q4_0

List all available models

lemonade list

Hermes Agent

How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "kingjones777/Nex-N2.5-mini-ROCmFP4-GGUF:Q4_0" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

Nex-N2.5-mini-ROCmFP4-GGUF / recipe /raw /hub_check.json

kingjones777

Add files using upload-large-folder tool

dba31cf verified 17 days ago

Raw History Blame

9.59 kB

	{
	"checked_at_utc": "2026-09-16T21:27:05Z",
	"queries": [
	"Nex-N2.5-mini",
	"Nex-N2.5",
	"nex-n2.5-mini gguf",
	"Nex N2.5 mini"
	],
	"repos": [
	{
	"repo": "6block/Nex-N2.5-Pro-GGUF",
	"gguf_files": 58,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-Pro-IQ2_XS-00001-of-00019.gguf",
	"Nex-N2.5-Pro-IQ2_XS-00002-of-00019.gguf",
	"Nex-N2.5-Pro-IQ2_XS-00003-of-00019.gguf"
	]
	},
	{
	"repo": "Arahide/Nex-N2.5-mini-INT4-W4A16",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "DevQuasar/nex-agi.Nex-N2.5-Max-GGUF",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "DevQuasar/nex-agi.Nex-N2.5-Pro-GGUF",
	"gguf_files": 66,
	"rocm_like_files": [],
	"gguf_sample": [
	"Q2_K/nex-agi.Nex-N2.5-Pro.f16.gguf.Q2_K.gguf-00001-of-00011.gguf",
	"Q2_K/nex-agi.Nex-N2.5-Pro.f16.gguf.Q2_K.gguf-00002-of-00011.gguf",
	"Q2_K/nex-agi.Nex-N2.5-Pro.f16.gguf.Q2_K.gguf-00003-of-00011.gguf"
	]
	},
	{
	"repo": "DevQuasar/nex-agi.Nex-N2.5-mini-GGUF",
	"gguf_files": 7,
	"rocm_like_files": [],
	"gguf_sample": [
	"Q2_K/nex-agi.Nex-N2.5-mini.f16.gguf.Q2_K.gguf",
	"Q3_K_M/nex-agi.Nex-N2.5-mini.f16.gguf.Q3_K_M.gguf",
	"Q4_K_M/nex-agi.Nex-N2.5-mini.f16.gguf.Q4_K_M.gguf"
	]
	},
	{
	"repo": "IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-GGUF",
	"gguf_files": 2,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini.APEX-I-MiniPlus.gguf",
	"mmproj-nex-agi_Nex-N2.5-mini-Q8_0.gguf"
	]
	},
	{
	"repo": "Kagandi/Nex-N2.5-mini-mlx-4Bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "MrFuzzihead/Nex-N2.5-mini-APEX-GGUF",
	"gguf_files": 12,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-APEX-Balanced.gguf",
	"Nex-N2.5-mini-APEX-Compact.gguf",
	"Nex-N2.5-mini-APEX-I-Balanced.gguf"
	]
	},
	{
	"repo": "NandoG-AI/Nex-N2.5-mini-GGUF",
	"gguf_files": 1,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-Q4_K_M.gguf"
	]
	},
	{
	"repo": "ProCreations/Nex-N2.5-mini-NVFP4",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "SAIFIINDUSTRIES/Nex-N2.5-mini",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Tech2wild/Nex-N2.5-mini-Int4-Int8Mix",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-4bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-6bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-8bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-oQ2",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-oQ3",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-oQ4",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-oQ6",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "Vontra/Nex-N2.5-mini-MLX-oQ8",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "abenzerps/Nex-N2.5-mini-GGUF",
	"gguf_files": 18,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-IQ1_M.gguf",
	"Nex-N2.5-mini-IQ1_S.gguf",
	"Nex-N2.5-mini-IQ2_M.gguf"
	]
	},
	{
	"repo": "abenzerps/Nex-N2.5-mini-MLX-4bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "abenzerps/Nex-N2.5-mini-MLX-6bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "abenzerps/Nex-N2.5-mini-MLX-8bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "auryn-macmillan/Nex-N2.5-mini-exl3-5bpw",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "bartowski/Nex-N2.5-Pro-GGUF",
	"gguf_files": 144,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-Pro-IQ1_M/Nex-N2.5-Pro-IQ1_M-00001-of-00003.gguf",
	"Nex-N2.5-Pro-IQ1_M/Nex-N2.5-Pro-IQ1_M-00002-of-00003.gguf",
	"Nex-N2.5-Pro-IQ1_M/Nex-N2.5-Pro-IQ1_M-00003-of-00003.gguf"
	]
	},
	{
	"repo": "bartowski/nex-agi_Nex-N2.5-mini-GGUF",
	"gguf_files": 28,
	"rocm_like_files": [],
	"gguf_sample": [
	"mmproj-nex-agi_Nex-N2.5-mini-bf16.gguf",
	"mmproj-nex-agi_Nex-N2.5-mini-f16.gguf",
	"nex-agi_Nex-N2.5-mini-IQ2_M.gguf"
	]
	},
	{
	"repo": "cbert33/Nex-N2.5-mini-FP8-Calibrated",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "ghazni101/Nex-N2.5-mini-MQ4R",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "julianmb/Nex-N2.5-mini-ROCmFP4-GGUF",
	"gguf_files": 2,
	"rocm_like_files": [
	"Nex-N2.5-mini-ROCmFP4-STRIX_LEAN.gguf"
	],
	"gguf_sample": [
	"Nex-N2.5-mini-ROCmFP4-STRIX_LEAN.gguf",
	"mmproj-Nex-N2.5-mini.gguf"
	]
	},
	{
	"repo": "karmx/Nex-N2.5-mini-Mixed-Q2Q3-128K-GGUF",
	"gguf_files": 2,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-mixed-Q2Q3-vision-trial.gguf",
	"mmproj-Nex-N2.5-mini-f16.gguf"
	]
	},
	{
	"repo": "liskasYR/Nex-N2.5-Max",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "mlx-community/Nex-N2.5-mini-OptiQ-4bit",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "mlx-community/Nex-N2.5-mini-oQ4",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "mradermacher/Nex-N2.5-mini-GGUF",
	"gguf_files": 13,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini.IQ4_XS.gguf",
	"Nex-N2.5-mini.Q2_K.gguf",
	"Nex-N2.5-mini.Q3_K_L.gguf"
	]
	},
	{
	"repo": "mradermacher/Nex-N2.5-mini-i1-GGUF",
	"gguf_files": 24,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini.i1-IQ1_M.gguf",
	"Nex-N2.5-mini.i1-IQ1_S.gguf",
	"Nex-N2.5-mini.i1-IQ2_M.gguf"
	]
	},
	{
	"repo": "nex-agi/Nex-N2.5-Max",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "nex-agi/Nex-N2.5-mini",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "ngquocvinh/Nex-N2.5-mini-GGUF",
	"gguf_files": 16,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-IQ1_M.gguf",
	"Nex-N2.5-mini-IQ2_XS.gguf",
	"Nex-N2.5-mini-IQ3_M.gguf"
	]
	},
	{
	"repo": "orcarouter/Nex-N2.5-mini-Uncensored",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "orcarouter/Nex-N2.5-mini-Uncensored-FP8",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "orcarouter/Nex-N2.5-mini-Uncensored-GGUF",
	"gguf_files": 6,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-Uncensored-IQ4_XS.gguf",
	"Nex-N2.5-mini-Uncensored-Q2_K.gguf",
	"Nex-N2.5-mini-Uncensored-Q3_K_M.gguf"
	]
	},
	{
	"repo": "orcarouter/Nex-N2.5-mini-Uncensored-MLX",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "orcarouter/Nex-N2.5-mini-Uncensored-NVFP4",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "primitive-ai/Nex-N2.5-mini-FP8",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "primitive-ai/Nex-N2.5-mini-NVFP4",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "primitive-ai/Nex-N2.5-mini-mixed-NVFP4-FP8",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "qtum/Nex-N2.5-Pro-GGUF",
	"gguf_files": 58,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-Pro-IQ2_XS-00001-of-00019.gguf",
	"Nex-N2.5-Pro-IQ2_XS-00002-of-00019.gguf",
	"Nex-N2.5-Pro-IQ2_XS-00003-of-00019.gguf"
	]
	},
	{
	"repo": "quant-mind/Nex-N2.5-mini-W4A16-AutoRound",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "sakamakismile/Nex-N2.5-Max-GGUF",
	"gguf_files": 39,
	"rocm_like_files": [],
	"gguf_sample": [
	"Q3_K_M/Nex-N2.5-Max-Q3_K_M-00001-of-00018.gguf",
	"Q3_K_M/Nex-N2.5-Max-Q3_K_M-00002-of-00018.gguf",
	"Q3_K_M/Nex-N2.5-Max-Q3_K_M-00003-of-00018.gguf"
	]
	},
	{
	"repo": "sigmanih/nex-agi-Nex-N2.5-mini-GGUF-Q4_K_S",
	"gguf_files": 1,
	"rocm_like_files": [],
	"gguf_sample": [
	"nex-agi--Nex-N2.5-mini.Q4_K_S.gguf"
	]
	},
	{
	"repo": "sojufx/Nex-N2.5-mini-NVFP4",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "suzu89/Nex-N2.5-mini-oQ5",
	"gguf_files": 0,
	"rocm_like_files": [],
	"gguf_sample": []
	},
	{
	"repo": "vikrant1123/Nex-N2.5-mini-Uncensored-APEX-GGUF",
	"gguf_files": 5,
	"rocm_like_files": [],
	"gguf_sample": [
	"Nex-N2.5-mini-Uncensored-APEX-I-Balanced.gguf",
	"Nex-N2.5-mini-Uncensored-APEX-I-Compact.gguf",
	"Nex-N2.5-mini-Uncensored-APEX-I-Quality.gguf"
	]
	}
	],
	"gguf_repos": 19,
	"rocm_builds_found": 1,
	"header_checks": [
	{
	"repo": "julianmb/Nex-N2.5-mini-ROCmFP4-GGUF",
	"file": "Nex-N2.5-mini-ROCmFP4-STRIX_LEAN.gguf",
	"file_type": 106,
	"tensors": 733,
	"block_count": 40,
	"output_weight_type_id": 101,
	"token_embd_type_id": 13,
	"imatrix_keys": [],
	"read_via": "HTTP range read of the GGUF header"
	}
	]
	}