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4 مستودعات

Awesome GitHub RepositoriesInference Task Interruption

Controls for pausing and resuming long-running inference tasks to optimize hardware utilization.

Distinct from Execution Pausing: Focuses on inference-specific task pausing, distinct from general workflow execution pausing.

Explore 4 awesome GitHub repositories matching software engineering & architecture · Inference Task Interruption. Refine with filters or upvote what's useful.

Awesome Inference Task Interruption GitHub Repositories

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  • sgl-project/sglangالصورة الرمزية لـ sgl-project

    sgl-project/sglang

    29,079عرض على GitHub↗

    Sglang is a high-performance inference engine and serving system designed for large language and multimodal models. It provides a programmable interface for orchestrating complex generation workflows, enabling developers to coordinate multi-turn dialogues, tool invocations, and reasoning chains through a domain-specific language. The platform is built to support production-scale deployments, offering an OpenAI-compatible API that allows for integration with existing application ecosystems. The system distinguishes itself through a disaggregated architecture that separates compute-intensive pr

    Interrupts long-running inference tasks to allow for weight updates or batch reordering.

    Pythonattentionblackwellcuda
    عرض على GitHub↗29,079
  • twintproject/twintالصورة الرمزية لـ twintproject

    twintproject/twint

    16,319عرض على GitHub↗

    Twint is an open-source intelligence and data extraction framework designed to gather public social media information. It functions as a command-line utility that retrieves posts, user profiles, and follower lists directly from web interfaces, bypassing the need for official platform developer credentials or authentication keys. The tool distinguishes itself by enabling automated, large-scale data collection through terminal-based orchestration. It supports granular filtering by keywords, geographic locations, time ranges, and account status, allowing researchers to build targeted datasets fo

    Tracks progress to resume interrupted data collection sessions from the last processed item.

    Pythonelasticsearchkibanaosint
    عرض على GitHub↗16,319
  • microsoft/loraالصورة الرمزية لـ microsoft

    microsoft/LoRA

    13,264عرض على GitHub↗

    LoRA is a framework for parameter-efficient fine-tuning of large-scale neural networks. It functions by injecting trainable low-rank decomposition matrices into frozen model layers, allowing for task-specific adaptation while preserving the integrity of the original base model weights. The project distinguishes itself by enabling the direct merging of these trained low-rank matrices into primary model weights. This process eliminates additional computational overhead during inference, ensuring that adapted models maintain the same performance characteristics as the original architecture. Furt

    Supports instant switching between different task-specific model configurations without introducing processing delays during live inference.

    Pythonadaptationdebertadeep-learning
    عرض على GitHub↗13,264
  • instaloader/instaloaderالصورة الرمزية لـ instaloader

    instaloader/instaloader

    11,619عرض على GitHub↗

    Instaloader is a Python library and command-line utility designed for the automated retrieval, archiving, and analysis of Instagram content. It provides a programmatic interface to fetch media, captions, and metadata from public or private profiles, hashtags, and stories, while maintaining persistent user sessions for authorized access. The tool distinguishes itself through robust archive management and traffic control mechanisms. It supports incremental synchronization, allowing users to resume interrupted downloads and update local collections without redundant requests. To ensure reliable

    Saves the current state of data retrieval processes to allow resuming interrupted tasks from the exact previous position.

    Pythondownloaderinstagraminstagram-client
    عرض على GitHub↗11,619
  1. Home
  2. Software Engineering & Architecture
  3. Execution Pausing
  4. Inference Task Interruption

استكشف الوسوم الفرعية

  • Scraping Resumption HandlersMechanisms for tracking progress and resuming interrupted data collection tasks. **Distinct from Inference Task Interruption:** Distinct from inference task interruption: focuses on web scraping state tracking rather than model inference.