Instructions to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF", dtype="auto")

llama-cpp-python

How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF",
	filename="OpenThinkIMG-Chart-Qwen2-2B-VL.IQ4_XS.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-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 mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-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 mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with Ollama:
```
ollama run hf.co/mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M
```

Unsloth Studio new

How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-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 mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-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 mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF to start chatting

Docker Model Runner
How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.OpenThinkIMG-Chart-Qwen2-2B-VL-GGUF-Q4_K_M

List all available models

lemonade list

mradermacher commited on May 14, 2025

Commit

cbec46d

verified ·

1 Parent(s): 99ba456

uploaded from nico1

Browse files

Files changed (13) hide show

.gitattributes +12 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.IQ4_XS.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q2_K.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q3_K_L.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q3_K_M.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q3_K_S.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q4_K_M.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q4_K_S.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q5_K_M.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q5_K_S.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q6_K.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.Q8_0.gguf +3 -0
OpenThinkIMG-Chart-Qwen2-2B-VL.f16.gguf +3 -0

@@ -35,3 +35,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 OpenThinkIMG-Chart-Qwen2-2B-VL.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 OpenThinkIMG-Chart-Qwen2-2B-VL.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text

 *tfevents* filter=lfs diff=lfs merge=lfs -text
 OpenThinkIMG-Chart-Qwen2-2B-VL.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 OpenThinkIMG-Chart-Qwen2-2B-VL.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+OpenThinkIMG-Chart-Qwen2-2B-VL.f16.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:767b1c3d825b67104b64a6307c24c52715aee21ce7f278d5f61525dca275ea1f
+size 1026161248

+version https://git-lfs.github.com/spec/v1
+oid sha256:21ba7012a700b2664daed4a395ea2cc2e971f98a77c1488d43b827fc9bd7e08b
+size 752879200

+version https://git-lfs.github.com/spec/v1
+oid sha256:c159a56c5485196089bf09eb1974fbd75d4e4f673de3012f4bba96d16a5e6614
+size 980439136

+version https://git-lfs.github.com/spec/v1
+oid sha256:297afa05d0bc636022f09b0c4b8e3ab3057d031fbd805a48316ed41564a61a7d
+size 924455008

+version https://git-lfs.github.com/spec/v1
+oid sha256:fc7acca3500ee78aaf39fff5542d651a2bd0556f7cf2a55a70b632ed269a4629
+size 861220960

+version https://git-lfs.github.com/spec/v1
+oid sha256:122d5254180921b8e49948e71225e1b53083d28a61f26901363dcccc209fafa8
+size 1117319776

+version https://git-lfs.github.com/spec/v1
+oid sha256:7750c42885123dabec2b01a1bc9670023530ea29814e8d156c9a93bd61540585
+size 1071583840

+version https://git-lfs.github.com/spec/v1
+oid sha256:0c2c1ed7a2ef66fea3c19ab0144f0166d8fc6034d138bb80ea5a224497acf3d1
+size 1285493344

+version https://git-lfs.github.com/spec/v1
+oid sha256:0e3dfec51a79016a848becc7b27ce8663ca613c08b05e0cb7097a0144fb4778e
+size 1259172448

+version https://git-lfs.github.com/spec/v1
+oid sha256:76def06bd143950d7ee74c2b9db30ae2f12693f43ab05d3bd405eb7eae174613
+size 1464177760

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

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

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

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:d81320a3ff1d139f70a72711ca32d4fd1117d983a92ea06019d855f887c575b4
+size 1894531168

+version https://git-lfs.github.com/spec/v1
+oid sha256:149cbe60b1204ce750df65d4c0d80d61835227d5ed43ce6d995000d040eb7b11
+size 3560415328