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

Libraries

How to use sahilchachra/Unlimited-OCR-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="sahilchachra/Unlimited-OCR-GGUF",
	filename="Unlimited-OCR-BF16.gguf",
)

llm.create_chat_completion(
	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"
					}
				}
			]
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

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

Use Docker

docker model run hf.co/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use sahilchachra/Unlimited-OCR-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "sahilchachra/Unlimited-OCR-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": "sahilchachra/Unlimited-OCR-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/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M

Ollama
How to use sahilchachra/Unlimited-OCR-GGUF with Ollama:
```
ollama run hf.co/sahilchachra/Unlimited-OCR-GGUF:Q4_K_M
```

Unsloth Studio

How to use sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-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 sahilchachra/Unlimited-OCR-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for sahilchachra/Unlimited-OCR-GGUF to start chatting

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

Lemonade

How to use sahilchachra/Unlimited-OCR-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull sahilchachra/Unlimited-OCR-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Unlimited-OCR-GGUF-Q4_K_M

List all available models

lemonade list

sahilchachra commited on 6 days ago

Commit

c8b67b6

verified ·

1 Parent(s): c5a1c71

Add files using upload-large-folder tool

Browse files

Files changed (14) hide show

.gitattributes +13 -0
Unlimited-OCR-BF16.gguf +3 -0
Unlimited-OCR-IQ2_M.gguf +3 -0
Unlimited-OCR-IQ3_M.gguf +3 -0
Unlimited-OCR-IQ3_XXS.gguf +3 -0
Unlimited-OCR-IQ4_NL.gguf +3 -0
Unlimited-OCR-IQ4_XS.gguf +3 -0
Unlimited-OCR-Q3_K_M.gguf +3 -0
Unlimited-OCR-Q4_K_M.gguf +3 -0
Unlimited-OCR-Q4_K_S.gguf +3 -0
Unlimited-OCR-Q5_K_M.gguf +3 -0
Unlimited-OCR-Q5_K_S.gguf +3 -0
Unlimited-OCR-Q6_K.gguf +3 -0
Unlimited-OCR-Q8_0.gguf +3 -0

@@ -35,3 +35,16 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Unlimited-OCR.imatrix filter=lfs diff=lfs merge=lfs -text
 mmproj-Unlimited-OCR-F16.gguf filter=lfs diff=lfs merge=lfs -text

 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Unlimited-OCR.imatrix filter=lfs diff=lfs merge=lfs -text
 mmproj-Unlimited-OCR-F16.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-BF16.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Unlimited-OCR-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:731b7d1f56c94198607e08cec6f11ed62e6493b8539f9f4ed337ddd1ab3a1896
+size 5876578080

+version https://git-lfs.github.com/spec/v1
+oid sha256:fecb9e983f0fadbc11c6cce00611c05179dd7b6003abfad3956404778595d59e
+size 1232148224

+version https://git-lfs.github.com/spec/v1
+oid sha256:869a3dff3dec40f9ae7f8d151089bf75e1c9615cfb7c022389891957344a89a0
+size 1448949504

+version https://git-lfs.github.com/spec/v1
+oid sha256:4fd509dd1806355a0cec8a0e63d71edc888577f832d3aa7cd68eb9a70ceca0fd
+size 1335367424

+version https://git-lfs.github.com/spec/v1
+oid sha256:c910c1a3b0469e323bd6402e764e815fbbdc98ce33ed79cd955efc5faae14ad2
+size 1701901824

+version https://git-lfs.github.com/spec/v1
+oid sha256:758dcd1d17642961432a5978a672d52a8e59b52f7cbd65e7fbb34acd6b43e781
+size 1640897024

+version https://git-lfs.github.com/spec/v1
+oid sha256:d90e4b8e6b9c9c6b1769d09958588df74a7e1393a0ee39b9fb54b9eca3e219fe
+size 1553635584

+version https://git-lfs.github.com/spec/v1
+oid sha256:c8461bded976eac709a33f6b26e1414efcd2124a203f2ee93ee984a4c9e9265b
+size 1950326784

+version https://git-lfs.github.com/spec/v1
+oid sha256:0d16b0ed59d1dfb0ed3c304fc3cd00a18a0b8f6ce53756717be25e75e13691a7
+size 1805289984

+version https://git-lfs.github.com/spec/v1
+oid sha256:3f3fc21627c8998cc5b9f682d913ad392f84f72d7037ab465f50a1c8c46d02c2
+size 2219208704

	@@ -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:f4390be9a476917d4a9e05b1abde21dd16abb869fe9fd8a13fd279a26113ca61
+size 2098952704

+version https://git-lfs.github.com/spec/v1
+oid sha256:a9994800e005190197a4cc5c0b54a88db5c6aba6f6dca48a27992ea2e1c0b3b3
+size 2613275904

+version https://git-lfs.github.com/spec/v1
+oid sha256:234c36f679a3768f5564e9e02c2c1deacbd5677b9c8558a57133f1813f6dd3b8
+size 3126139904