Instructions to use Intelligent-Internet/II-Medical-8B-1706-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Intelligent-Internet/II-Medical-8B-1706-GGUF with Transformers:

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("Intelligent-Internet/II-Medical-8B-1706-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use Intelligent-Internet/II-Medical-8B-1706-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 Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M

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 Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M

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 Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M

Use Docker

docker model run hf.co/Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M

Llama new
LM Studio
Jan
Ollama
How to use Intelligent-Internet/II-Medical-8B-1706-GGUF with Ollama:
```
ollama run hf.co/Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use Intelligent-Internet/II-Medical-8B-1706-GGUF with Docker Model Runner:
```
docker model run hf.co/Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M
```

Lemonade

How to use Intelligent-Internet/II-Medical-8B-1706-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Intelligent-Internet/II-Medical-8B-1706-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.II-Medical-8B-1706-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

hoanganhpham commited on Jun 17, 2025

Commit

0593101

verified ·

1 Parent(s): 4bc3cb2

Update README.md

Browse files

Files changed (1) hide show

README.md +39 -12

README.md CHANGED Viewed

@@ -12,15 +12,42 @@ Static quants of https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706
 | Link | Type | Size/GB | Notes |
 |:-----|:-----|--------:|:------|
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q2_K.gguf) | Q2_K | 3.4 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q3_K_S.gguf) | Q3_K_S | 3.9 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q3_K_M.gguf) | Q3_K_M | 4.2 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q3_K_L.gguf) | Q3_K_L | 4.5 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.IQ4_XS.gguf) | IQ4_XS | 4.7 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q4_K_S.gguf) | Q4_K_S | 4.9 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q4_K_M.gguf) | Q4_K_M | 5.1 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q5_K_S.gguf) | Q5_K_S | 5.8 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q5_K_M.gguf) | Q5_K_M | 6.0 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q6_K.gguf) | Q6_K | 6.8 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.Q8_0.gguf) | Q8_0 | 8.8 |  |
-| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B.f16.gguf) | f16 | 16.5 |  |

 | Link | Type | Size/GB | Notes |
 |:-----|:-----|--------:|:------|
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q2_K.gguf) | Q2_K | 3.4 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q3_K_S.gguf) | Q3_K_S | 3.9 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q3_K_M.gguf) | Q3_K_M | 4.2 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q3_K_L.gguf) | Q3_K_L | 4.5 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q4_K_S.gguf) | Q4_K_S | 4.9 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q4_K_M.gguf) | Q4_K_M | 5.1 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q5_K_S.gguf) | Q5_K_S | 5.8 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q5_K_M.gguf) | Q5_K_M | 6.0 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q6_K.gguf) | Q6_K | 6.8 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.Q8_0.gguf) | Q8_0 | 8.8 |  |
+| [GGUF](https://huggingface.co/Intelligent-Internet/II-Medical-8B-1706-GGUF/resolve/main/II-Medical-8B-1706.f16.gguf) | F16 | 16.5 |  |
+## Running II-Medical-8B-1706
+```bash
+apt-get update
+apt-get install pciutils build-essential cmake curl libcurl4-openssl-dev -y
+git clone https://github.com/ggml-org/llama.cpp
+cmake llama.cpp -B llama.cpp/build \
+    -DBUILD_SHARED_LIBS=OFF -DGGML_CUDA=ON -DLLAMA_CURL=ON
+cmake --build llama.cpp/build --config Release -j --clean-first --target llama-cli llama-gguf-split
+cp llama.cpp/build/bin/llama-* llama.cpp
+```
+```bash
+./llama.cpp/llama-cli \
+    --model path/to/II-Medical-8B-1706.Q8_0.gguf \
+    --threads 32 \
+    --ctx-size 16384 \
+    --n-gpu-layers 99 \
+    -ot ".ffn_.*_exps.=CPU" \
+    --seed 3407 \
+    --prio 3 \
+    --temp 0.6 \
+    --min-p 0.01 \
+    --top-p 0.9 \
+    -no-cnv \
+    --prompt "<|im_start|>user\nI'm feeling unwell. Please help. <|im_end|>\n<|im_start|>assistant\n
+```