Upload lighton-ocr2.py with huggingface_hub
Browse files- lighton-ocr2.py +5 -15
lighton-ocr2.py
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@@ -6,18 +6,12 @@
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# "huggingface-hub",
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# "hf-xet",
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# "pillow",
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# "vllm",
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# "tqdm",
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# "toolz",
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# "torch",
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# "triton-kernels @ git+https://github.com/triton-lang/triton.git@v3.5.0#subdirectory=python/triton_kernels",
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# ]
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#
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# [[tool.uv.index]]
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# url = "https://wheels.vllm.ai/nightly"
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#
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# [tool.uv]
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# prerelease = "allow"
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# ///
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"""
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Combines Pixtral ViT encoder with Qwen3 language model for efficient document parsing.
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Uses Reinforcement Learning with Verifiable Rewards (RLVR) for improved quality.
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NOTE: Requires
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a few minutes to download and install dependencies.
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KNOWN ISSUE (2026-01-29): vLLM nightly may have a regression causing
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"Can't load image processor" errors. If this occurs, try again later
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or check vLLM issues for updates.
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Features:
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- ⚡ Fastest: 42.8 pages/sec on H100 GPU (7× faster than v1)
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- 💪 Production-ready: Outperforms models 9× larger
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Model: lightonai/LightOnOCR-2-1B
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vLLM: Requires
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Performance: 83.2 ± 0.9% on OlmOCR-Bench
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"""
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# "huggingface-hub",
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# "hf-xet",
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# "pillow",
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# "vllm>=0.15.0",
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# "transformers @ git+https://github.com/huggingface/transformers",
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# "tqdm",
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# "toolz",
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# "torch",
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# ]
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# ///
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"""
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Combines Pixtral ViT encoder with Qwen3 language model for efficient document parsing.
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Uses Reinforcement Learning with Verifiable Rewards (RLVR) for improved quality.
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NOTE: Requires transformers installed from source (included in dependencies).
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First run may take a few minutes to download and install dependencies.
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Features:
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- ⚡ Fastest: 42.8 pages/sec on H100 GPU (7× faster than v1)
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- 💪 Production-ready: Outperforms models 9× larger
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Model: lightonai/LightOnOCR-2-1B
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vLLM: Requires vLLM >= 0.15.0 + transformers from source
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Performance: 83.2 ± 0.9% on OlmOCR-Bench
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"""
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