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LightOnOCR 1B 1025 Ft Ja1 Q4 K M GGUF

This model was converted to GGUF format from lightonai/LightOnOCR-1B-1025 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

KindOtherBase modellightonai/LightOnOCR-1B-1025VersionRevision aaa8419

Model source

Kind
Other
File size
462–783 MB
Base model
lightonai/LightOnOCR-1B-1025
Version
vRevision aaa8419
Updated
Sep 17, 2026
Downloads
66
Tasks
Captioning
Source
Hugging Face

Source description

aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF

This model was converted to GGUF format from lightonai/LightOnOCR-1B-1025 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -c 2048

Sources

1 source
Hugging FacePrimaryVersion aaa8419fd535bdfd940350bb700ba0139f157254
huggingface.co/aipib/LightOnOCR-1B-1025-ft-ja1-Q4_K_M-GGUF/tree/aaa8419fd535bdfd940350bb700ba0139f157254

Verified Sep 17

Model artifacts

2 artifacts

lightonocr-1b-1025-ft-ja1-q4_k_m.gguf

gguf · 462 MB · SHA-256 4b88e4dd8fbe…e7ee · Hugging Face

Download

mmproj-LightOnOCR-ft-ja1-BF16.gguf

gguf · 783 MB · SHA-256 2e2ac361dd19…af6a · Hugging Face

Download

Source excerpts

2 excerpts

--- license: apache-2.0 pipeline_tag: image-to-text language: - en - fr - de - es - it - nl - pt - sv - da base_model: lightonai/LightOnOCR-1B-1025 library_name: vllm tags: - ocr - document-understanding - vision-language - pdf - tables - forms - llama-cpp - gguf-my-repo datasets: - aipib/japanese-text-image-retrieval-small2 --- # aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF This model was converted to GGUF format from [`lightonai/LightOnOCR-1B-1025`](https://huggingface.co/lightonai/LightOnOCR-1B-1025) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. Refer to the [original model card](https://huggingface.co/lightonai/LightOnOCR-1B-1025) for more details on the model. ## Use with llama.cpp Install llama.cpp through brew (works on Mac and Linux) ```bash brew install llama.cpp ``` Invoke the llama.cpp server or the CLI. ### CLI: ```bash llama-cli --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -p "The meaning to life and the universe is" ``` ### Server: ```bash llama-server --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -c 2048 ``` Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well. Step 1: Clone llama.cpp from GitHub. ``` git clone https://github.com/ggerganov/llama.cpp ``` Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux). ``` cd llama.cpp && LLAMA_CURL=1 make ``` Step 3: Run inference through the main binary. ``` ./llama-cli --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -p "The meaning to life and the universe is" ``` or ``` ./llama-server --hf-repo aipib/LightOnOCR-1B-1025-Q4_K_M-GGUF --hf-file lightonocr-1b-1025-q4_k_m.gguf -c 2048 ```

Source context: 66 downloads · 0 likes · Pipeline image-to-text · Library vllm · Repo aipib/LightOnOCR-1B-1025-ft-ja1-Q4_K_M-GGUF