Instructions to use mradermacher/NabuOCR-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/NabuOCR-GGUF with Transformers:

# Use a pipeline as a high-level helper
# Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# 'pip install "transformers<5.0.0'
from transformers import pipeline

pipe = pipeline("image-to-text", model="mradermacher/NabuOCR-GGUF")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/NabuOCR-GGUF", device_map="auto")

PaddleOCR

How to use mradermacher/NabuOCR-GGUF with PaddleOCR:

# Please refer to the document for information on how to use the model.
# https://paddlepaddle.github.io/PaddleOCR/latest/en/version3.x/module_usage/module_overview.html

llama-cpp-python

How to use mradermacher/NabuOCR-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="mradermacher/NabuOCR-GGUF",
	filename="NabuOCR.IQ4_XS.gguf",
)

llm.create_chat_completion(
	messages = "\"cats.jpg\""
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/NabuOCR-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 mradermacher/NabuOCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/NabuOCR-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 mradermacher/NabuOCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/NabuOCR-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/NabuOCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/NabuOCR-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/NabuOCR-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/NabuOCR-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/NabuOCR-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/NabuOCR-GGUF with Ollama:
```
ollama run hf.co/mradermacher/NabuOCR-GGUF:Q4_K_M
```

Unsloth Studio

How to use mradermacher/NabuOCR-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/NabuOCR-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/NabuOCR-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/NabuOCR-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use mradermacher/NabuOCR-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/NabuOCR-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/NabuOCR-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/NabuOCR-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.NabuOCR-GGUF-Q4_K_M

List all available models

lemonade list

mradermacher commited on Feb 22

Commit

9356044

verified ·

1 Parent(s): 1e74002

uploaded from leia

Browse files

Files changed (13) hide show

.gitattributes +12 -0
NabuOCR.IQ4_XS.gguf +3 -0
NabuOCR.Q2_K.gguf +3 -0
NabuOCR.Q3_K_L.gguf +3 -0
NabuOCR.Q3_K_M.gguf +3 -0
NabuOCR.Q3_K_S.gguf +3 -0
NabuOCR.Q4_K_M.gguf +3 -0
NabuOCR.Q4_K_S.gguf +3 -0
NabuOCR.Q5_K_M.gguf +3 -0
NabuOCR.Q5_K_S.gguf +3 -0
NabuOCR.Q6_K.gguf +3 -0
NabuOCR.Q8_0.gguf +3 -0
NabuOCR.f16.gguf +3 -0

@@ -33,3 +33,15 @@ saved_model/**/* 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

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+NabuOCR.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+NabuOCR.f16.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:7266e6cdd3f2a3d73b8920d56ba0b5f7326a2384a4cfda28e506e30d60a0bacf
+size 280718976

+version https://git-lfs.github.com/spec/v1
+oid sha256:2ef3e4b8205174dd3c878aa9efb01c93816a4fd6c7493a67da668dbbf6cbc205
+size 216720320

+version https://git-lfs.github.com/spec/v1
+oid sha256:f6e5edebab7ac8857e33368b6d3ecf72892c66af550a400467cbe27d86312605
+size 268060960

+version https://git-lfs.github.com/spec/v1
+oid sha256:9c3537c08beb8f14026bb2dfe84cdc53d5defdf45ded89bfda2288ffd76c7335
+size 256133408

+version https://git-lfs.github.com/spec/v1
+oid sha256:6df4d17a383c00fd0c937191ac0e9b14aeb23c91cf64fa0e776a51627899fae5
+size 242514208

+version https://git-lfs.github.com/spec/v1
+oid sha256:92592d0eeaf945effcaea0aa61e9dd67be094f5f3741c5f037f7d81a045408ee
+size 298131968

+version https://git-lfs.github.com/spec/v1
+oid sha256:3e1769d84db98ede8e11ef9a3a0d3151359aa4d5c92ad249476131ea866d9dce
+size 291142144

+version https://git-lfs.github.com/spec/v1
+oid sha256:8b35757d5aa09099971be6d3296869fe21c4c6090ff3460680847946320c5a5f
+size 339202048

+version https://git-lfs.github.com/spec/v1
+oid sha256:dc0e20b687419cc8e207665e67af718a085ef96e44d99262f62516e24bedeb7a
+size 335128576

+version https://git-lfs.github.com/spec/v1
+oid sha256:6129aef1b84ee4db1ded3ab1d06be5d3f62b1d8cf5aebfd8989a9d061ff38e6e
+size 382839008

	@@ -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:fd8936d6123963314728cf9c1bda533671267ab817bbffa60712050b3004706b
+size 495131424

+version https://git-lfs.github.com/spec/v1
+oid sha256:f29d656ea559b6e4f884d06b741e6e93c59c47a6130b9186e012eca942b36c23
+size 929811744