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Source channel @githubtrending · Post #15362 · Dec 23

#python#audio_generation#diffusion#image_generation#inference#model_serving#multimodal#pytorch#transformer#video_generation vLLM-Omni is a free, open-source tool that makes serving AI models for text, images, videos, and audio fast, easy, and cheap. It builds on vLLM for top speed using smart memory tricks, overlapping tasks, and flexible resource sharing across GPUs. You get 2x higher throughput, 35% less delay, and simple setup with Hugging Face models via OpenAI API—perfect for building quick multi-modal apps like chatbots or media generators without high costs. https://github.com/vllm-project/vllm-omni

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Journey to Fluency

@fluencyinenglish · Post #6907 · 02/26/2019, 03:19 PM

#speaking #recent#tests @ieltsstrategies Writing General Task 1 (Letter) You have recently moved to a new apartment. Write a letter to your friend and explain: – Why you moveED – Describe the new apartment. – Invite him/her to visit you. Writing Task 2 (Essay) Some people think that giving homework to students is not a good idea. Others believe that homework is good and helps students achieve better grades. Discuss both views and give your own opinion. THIS IS AN EXAMPLE OF AN OPINION ESSAY. Speaking test Interview – What is your full name? – Can I see your ID? – Where are you from? – Do you work or study? – Do you read newspapers? – Does your family read newspapers? – Do you read any news online? – What section of the newspaper do you read first? Why? Cue Card Talk about a toy you had in your childhood. Please say – What the toy WAS – Who gave it to you – How old were you then – AND EXPLAIN Why you remember this toy Follow up question: Do you still have this toy? @ieltsstrategies Discussion – Who else played with your toy? – Did you like it? Why? – What kind of toys do girls like? – What is the difference between toys for girls and boys? THIS QUESTION AIMS TO ENCOURAGE YOU TO COMPARE AND CONTRAST – Is there a toy that was common in your childhood? – Should children be allowed to choose their toys? – What should you think of while buying toys? – Do children learn something from toys? @ieltsstrategies