Instructions to use anquachdev/SmolVLM-500M-Instruct-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 anquachdev/SmolVLM-500M-Instruct-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 anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0
# Run inference directly in the terminal:
llama cli -hf anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0
# Run inference directly in the terminal:
llama cli -hf anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_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 anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_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 anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0

Use Docker

docker model run hf.co/anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0

LM Studio
Jan
Ollama
How to use anquachdev/SmolVLM-500M-Instruct-GGUF with Ollama:
```
ollama run hf.co/anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0
```

Unsloth Studio

How to use anquachdev/SmolVLM-500M-Instruct-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for anquachdev/SmolVLM-500M-Instruct-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for anquachdev/SmolVLM-500M-Instruct-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for anquachdev/SmolVLM-500M-Instruct-GGUF to start chatting

Docker Model Runner
How to use anquachdev/SmolVLM-500M-Instruct-GGUF with Docker Model Runner:
```
docker model run hf.co/anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0
```

Lemonade

How to use anquachdev/SmolVLM-500M-Instruct-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull anquachdev/SmolVLM-500M-Instruct-GGUF:Q8_0

Run and chat with the model

lemonade run user.SmolVLM-500M-Instruct-GGUF-Q8_0

List all available models

lemonade list

Atomic Chat

anquachdev

ngxson HF Staff commited on 5 days ago

Commit

d669be7

0 Parent(s):

Duplicate from ggml-org/SmolVLM-500M-Instruct-GGUF

Browse files

Co-authored-by: Xuan-Son Nguyen <ngxson@users.noreply.huggingface.co>

Files changed (6) hide show

.gitattributes +39 -0
README.md +11 -0
SmolVLM-500M-Instruct-Q8_0.gguf +3 -0
SmolVLM-500M-Instruct-f16.gguf +3 -0
mmproj-SmolVLM-500M-Instruct-Q8_0.gguf +3 -0
mmproj-SmolVLM-500M-Instruct-f16.gguf +3 -0

.gitattributes ADDED Viewed

	@@ -0,0 +1,39 @@

+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+SmolVLM-500M-Instruct-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+SmolVLM-500M-Instruct-f16.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-SmolVLM-500M-Instruct-f16.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-SmolVLM-500M-Instruct-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md ADDED Viewed

	@@ -0,0 +1,11 @@

+---
+license: apache-2.0
+base_model: HuggingFaceTB/SmolVLM-500M-Instruct
+---
+# SmolVLM-500M-Instruct
+Original model: https://huggingface.co/HuggingFaceTB/SmolVLM-500M-Instruct
+For more info, please refer to this PR: https://github.com/ggml-org/llama.cpp/pull/13050

SmolVLM-500M-Instruct-Q8_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9d4612de6a42214499e301494a3ecc2be0abdd9de44e663bda63f1152fad1bf4
+size 436806912

SmolVLM-500M-Instruct-f16.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:26c2ee46ef9f8472b3d305a71703153a55f4f2c3baaa12ff5feb566fddb65343
+size 820422912

mmproj-SmolVLM-500M-Instruct-Q8_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d1eb8b6b23979205fdf63703ed10f788131a3f812c7b1f72e0119d5d81295150
+size 108783360

mmproj-SmolVLM-500M-Instruct-f16.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4b2fca922e549e9b9608f4ba56f93565dd5220e935ba5570a2a864a0fcc988a6
+size 199468800