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flash-attention-2

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DeepSeek-OCR-2-Unlimited-OCR is an advanced, experimental visual document processing and open-ended text localization dashboard. This application establishes a unified interface that allows users to swap between two premier vision-language document models: deepseek-ai/DeepSeek-OCR-2 and baidu/Unlimited-OCR.

  • Updated Jun 25, 2026
  • Python

Tiny VLMs Lab is a Hugging Face Space and open-source project showcasing lightweight Vision-Language Models for image captioning, OCR, reasoning, and multimodal understanding. It offers a simple Gradio interface to upload images, query models, adjust generation settings, and export results in Markdown or PDF.

  • Updated Nov 26, 2025
  • Python

A high-performance C++ backend for extreme-context LLM inference. It replaces item-count batching with dynamic, VRAM-aware First-Fit Decreasing (FFD) bin packing. By using PyBind11 for async queueing, 16-token alignment, and `cudaHostAlloc` for zero-copy FlashAttention-2 transfers, it mathematically eliminates OOMs and maximizes GPU throughput.

  • Updated Jun 5, 2026
  • Python

Core-OCR is an advanced, experimental Optical Character Recognition (OCR) and document analysis suite designed for highly accurate text extraction, table reconstruction, and complex visual reasoning. Built on the robust Qwen2.5-VL and Qwen2-VL multimodal architectures.

  • Updated Mar 23, 2026
  • Python

TRELLIS.2-Text-to-3D-FA2 is an advanced, experimental 3D asset generation suite that couples high-speed text-to-image synthesis with structured 3D geometry reasoning. By linking Alibaba's rapid Tongyi-MAI/Z-Image-Turbo pipeline with Microsoft's state-of-the-art microsoft/TRELLIS.2-4B foundational 3D asset mode.

  • Updated May 24, 2026
  • Python

Systematically train and benchmark Mistral, Qwen2.5, and SmolLM2 on essay grading across 39 experiments through data analysis and engineering, structured preprocessing, instruction tuning, postprocessing, and leakage aware evaluation for robust score and rationale generation

  • Updated Aug 14, 2025
  • Jupyter Notebook

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