Available now! Telegram Research 2025 β the year's key insights 
Github Top Repositories
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Top GitHub repositories in one place π Explore the best projects in programming, AI, data science, and more.
Show moreπ Analytical overview of Telegram channel Github Top Repositories
Channel Github Top Repositories (@githubre) in the English language segment is an active participant. Currently, the community unites 13 272 subscribers, ranking 15 356 in the Education category and 32 458 in the India region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 13 272 subscribers.
According to the latest data from 10 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 387 over the last 30 days and by 25 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 1.12%. Within the first 24 hours after publication, content typically collects 0.74% reactions from the total number of subscribers.
- Post reach: On average, each post receives 148 views. Within the first day, a publication typically gains 98 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 1.
- Thematic interests: Content is focused on key topics such as repository, fork, programming, statistic, description.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βTop GitHub repositories in one place π
Explore the best projects in programming, AI, data science, and more.β
Thanks to the high frequency of updates (latest data received on 11 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.
13 272
Subscribers
+2524 hours
+867 days
+38730 days
Posts Archive
13 272
π₯ Trending Repository: awesome-design-systems
π Description: π
π» β A collection of awesome design systems
π Repository URL: https://github.com/alexpate/awesome-design-systems
π Website: https://git.io/design-systems
π Readme: https://github.com/alexpate/awesome-design-systems#readme
π Statistics:
π Stars: 21.2k
π Watchers: 452
π΄ Forks: 1.3k
π» Programming Languages: Not available
π·οΈ Related Topics:
#design_systems #awesome #pattern_library #awesome_list #hacktoberfest #ui_library================================== π§ By: https://t.me/DataScienceM
13 272
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13 272
π₯ Trending Repository: jq
π Description: Command-line JSON processor
π Repository URL: https://github.com/jqlang/jq
π Website: https://jqlang.org
π Readme: https://github.com/jqlang/jq#readme
π Statistics:
π Stars: 34.1k
π Watchers: 344
π΄ Forks: 1.8k
π» Programming Languages: C - M4 - Shell - Yacc - jq - C++
π·οΈ Related Topics:
#jq================================== π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: multica
π Description: The open-source managed agents platform. Turn coding agents into real teammates β assign tasks, track progress, compound skills.
π Repository URL: https://github.com/multica-ai/multica
π Website: https://multica.ai
π Readme: https://github.com/multica-ai/multica#readme
π Statistics:
π Stars:
π Watchers: 13
π΄ Forks: 620
π» Programming Languages: TypeScript - Go - MDX - CSS - Shell - Makefile
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: harbor
π Description: An open source trusted cloud native registry project that stores, signs, and scans content.
π Repository URL: https://github.com/goharbor/harbor
π Website: https://goharbor.io
π Readme: https://github.com/goharbor/harbor#readme
π Statistics:
π Stars: 28k
π Watchers: 518
π΄ Forks: 5.2k
π» Programming Languages: Go - TypeScript - HTML - Python - RobotFramework - Jinja
π·οΈ Related Topics:
#docker #kubernetes #registry #containers #helm #container #cncf #container_management #cloud_native #hacktoberfest #container_registry #cncf_project================================== π§ By: https://t.me/DataScienceM
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π Sber has released two open-source MoE models: GigaChat-3.1 Ultra and Lightning
Both code and weights are available under the MIT license on HuggingFace.
π Key details:
β’ Trained from scratch (not a finetune) on proprietary data and infrastructure
β’ Mixture-of-Experts (MoE) architecture
Models:
π§ GigaChat-3.1 Ultra
β’ 702B MoE model for high-performance environments
β’ Outperforms DeepSeek-V3-0324 and Qwen3-235B on math and reasoning benchmarks
β’ Supports FP8 training and MTP
β‘οΈ GigaChat-3.1 Lightning
β’ 10B model (1.8B active parameters)
β’ Outperforms Qwen3-4B and Gemma-3-4B on Sber benchmarks
β’ Efficient local inference
β’ Up to 256k context
Engineering highlights:
β’ Custom metric to detect and reduce generation loops
β’ DPO training moved to native FP8
β’ Improvements in post-training pipeline
β’ Identified and fixed a critical issue affecting evaluation quality
π Trained on 14 languages (optimized for English and Russian)
Use cases:
β’ chatbots
β’ AI assistants
β’ copilots
β’ internal ML systems
Sber provides a solid open foundation for developers to build production-ready AI systems with lower infrastructure costs.
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π₯ Trending Repository: DeepTutor
π Description: "DeepTutor: Agent-Native Personalized Learning Assistant"
π Repository URL: https://github.com/HKUDS/DeepTutor
π Readme: https://github.com/HKUDS/DeepTutor#readme
π Statistics:
π Stars: give us a star
π Watchers: 89
π΄ Forks: 1.6k
π» Programming Languages: Python - TypeScript - JavaScript - Dockerfile - CSS - Shell - HTML
π·οΈ Related Topics:
#interactive_learning #multi_agent_systems #ai_agents #cli_tool #rag #large_language_models #ai_tutor #deepresearch #clawdbot================================== π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: RedditVideoMakerBot
π Description: Create Reddit Videos with justβ¨ one command β¨
π Repository URL: https://github.com/elebumm/RedditVideoMakerBot
π Readme: https://github.com/elebumm/RedditVideoMakerBot#readme
π Statistics:
π Stars: 9.7k
π Watchers: 100
π΄ Forks: 2.5k
π» Programming Languages: Python - HTML - Shell
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: andrej-karpathy-skills
π Description: No description available
π Repository URL: https://github.com/forrestchang/andrej-karpathy-skills
π Readme: https://github.com/forrestchang/andrej-karpathy-skills#readme
π Statistics:
π Stars: 7.7k
π Watchers: 71
π΄ Forks: 545
π» Programming Languages: Not available
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
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13 272
π₯ Trending Repository: goose
π Description: an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
π Repository URL: https://github.com/aaif-goose/goose
π Website: https://goose-docs.ai/
π Readme: https://github.com/aaif-goose/goose#readme
π Statistics:
π Stars: 38.2k
π Watchers: 199
π΄ Forks: 3.7k
π» Programming Languages: Rust - TypeScript - Shell - JavaScript - Python - HTML
π·οΈ Related Topics:
#ai #mcp #acp #ai_agents================================== π§ By: https://t.me/DataScienceM
13 272
π The Fastest-Growing GitHub Repositories of the Week
The week was characterized by significant developments in voice AI and autonomous agents.
1. https://github.com/microsoft/VibeVoice β An open-source voice AI solution enabling voice cloning and transcription of up to 60 minutes in a single pass.
2. https://github.com/bytedance/deer-flow β ByteDance's SuperAgent, capable of independently exploring, coding, and executing tasks.
3. https://github.com/NousResearch/hermes-agent β An autonomous agent featuring memory capabilities that evolve over time.
4. https://github.com/mvanhorn/last30days-skill β An agent designed to search for information across Reddit, X, YouTube, and Hacker News.
5. https://github.com/hacksider/Deep-Live-Cam β A real-time face-swapping tool based on a single reference image.
6. https://github.com/TauricResearch/TradingAgents β A multi-agent trading system leveraging large language models (LLMs).
7. https://github.com/hesreallyhim/awesome-claude-code β A curated collection of top skills and plugins for Claude Code.
8. https://github.com/google-research/timesfm β A foundation model for time series analysis offering zero-shot forecasting capabilities.
9. https://github.com/datalab-to/chandra β Optical Character Recognition (OCR) optimized for complex tables and handwritten text.
10. https://github.com/SakanaAI/AI-Scientist-v2 β A system for automating scientific discoveries through autonomous agents. π€
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π₯ Trending Repository: personaplex
π Description: PersonaPlex code.
π Repository URL: https://github.com/NVIDIA/personaplex
π Readme: https://github.com/NVIDIA/personaplex#readme
π Statistics:
π Stars: 7k
π Watchers: 83
π΄ Forks: 1k
π» Programming Languages: Python - TypeScript
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: ollama
π Description: Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
π Repository URL: https://github.com/ollama/ollama
π Website: https://ollama.com
π Readme: https://github.com/ollama/ollama#readme
π Statistics:
π Stars: 167k
π Watchers: 924
π΄ Forks: 15.4k
π» Programming Languages: Go - C - TypeScript - C++ - Objective-C - Shell
π·οΈ Related Topics:
#go #golang #llama #glm #minimax #gemma #mistral #llm #llms #ollama #qwen #deepseek #llama3 #gemma3 #gpt_oss================================== π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: qmd
π Description: mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
π Repository URL: https://github.com/tobi/qmd
π Readme: https://github.com/tobi/qmd#readme
π Statistics:
π Stars: 18.3k
π Watchers: 74
π΄ Forks: 1.1k
π» Programming Languages: TypeScript - Python - Shell
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: LiteRT-LM
π Description: No description available
π Repository URL: https://github.com/google-ai-edge/LiteRT-LM
π Readme: https://github.com/google-ai-edge/LiteRT-LM#readme
π Statistics:
π Stars: 1.3k
π Watchers: 41
π΄ Forks: 171
π» Programming Languages: C++ - CMake - Starlark - Rust - Python - Kotlin
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
π₯ Trending Repository: gallery
π Description: A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.
π Repository URL: https://github.com/google-ai-edge/gallery
π Readme: https://github.com/google-ai-edge/gallery#readme
π Statistics:
π Stars: 16.3k
π Watchers: 173
π΄ Forks: 1.5k
π» Programming Languages: Kotlin - HTML
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
13 272
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13 272
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13 272
π₯ Trending Repository: tdesktop
π Description: Telegram Desktop messaging app
π Repository URL: https://github.com/telegramdesktop/tdesktop
π Website: https://desktop.telegram.org/
π Readme: https://github.com/telegramdesktop/tdesktop#readme
π Statistics:
π Stars: 30.6k
π Watchers: 892
π΄ Forks: 6.5k
π» Programming Languages: C++ - Objective-C++ - CMake - Python - CSS - Shell
π·οΈ Related Topics:
#multi_platform #telegram #messenger #telegram_desktop #telegram_solution================================== π§ By: https://t.me/DataScienceM
