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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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Doniyor Olimjonov English | IELTS

@doniyorieltss · Post #541 · 01/21/2023, 07:49 AM

#Transcript Do you like chocolate? Of course I do - who doesn't? I especially love dark chocolate, especially the ones with a few nuts or sea salt mixed in. Eating a piece of chocolate always adds a little bit of joy to my day. Did you like chocolate as gift? Yes, I did like chocolate as a child! I remember that I would always get so excited when I saw a bar of chocolate, especially during the holidays. It was a special treat for me that I looked forward to every year. I remember that I especially loved the combination of sweet and creamy texture that came with it. Chocolate just felt like happiness in a bar! Did you give chocolate as a present to someone? Yes, I did. It was quite recently. I saw this lovely box of chocolates at the store and decided it would be the perfect gift. I put a lot of thought into it; I wanted to choose something that would really show how much I care about them. After I picked out the chocolates, I wrote a heartfelt card to go with it. I think my friend really appreciated the gesture and I'm glad I chose chocolate as a present. ⚡️@ieltsulugbeks⚡️

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@githubtrending · Post #14817 · 06/11/2025, 11:30 AM

#python#asr#captions#cli#python#subtitle#subtitles#transcript#transcripts#translating_transcripts#youtube#youtube_api#youtube_asr#youtube_captions#youtube_subtitles#youtube_transcript#youtube_transcripts#youtube_video The YouTube Transcript API is a tool that helps you get the text from YouTube videos. It's fast and easy to use, saving you time compared to watching the whole video. You can use it to make subtitles, translate text, and even analyze what's being said in videos. This is helpful for content creators who want to make their videos more accessible and for researchers who need to study video content quickly. It also supports multiple languages, making it useful for a wide range of users. https://github.com/jdepoix/youtube-transcript-api