Discovering the Gems in Early Layers Accelerating Long-Context LLMs with 1000x Input Token Reduction discuss: https://
huggingface.co/papers/2409.17
422
… Large Language Models (LLMs) have demonstrated remarkable capabilities in handling long context inputs, but this comes at the cost of increased
SOFTWARE
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Accelerating Long-Context LLMs with Massive Input Token Reduction
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Microservices Approach for Query Optimization and Reusable Functions
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I’ll probably do another post on it, but with this system, I think you want a micro service inspired approach where every query gets broken down into reusable functions first and then wrapped in a function that uses those. Overtime, you should have to create less low-level
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Delta Lake and Iceberg creators discuss open table formats
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For many organizations, struggling with which table format to choose delays lakehouse adoption. There’s an easier way. Hear from the original creators of Delta Lake & Iceberg on the state of open table formats & how Databricks solves #interoperability: https://
dbricks.co/4ejg3my -
Llama 3.2: Lightweight 1B and 3B Models for On-Device AI
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With Llama 3.2 we released our first-ever lightweight Llama models: 1B & 3B. These models empower developers to build personalized, on-device agentic applications with capabilities like summarization, tool use and RAG where data never leaves the device. pic.twitter.com/dTEkGDpeFF
— AI at Meta (@AIatMeta) 26 septembre 2024With Llama 3.2 we released our first-ever lightweight Llama models: 1B & 3B. These models empower developers to build personalized, on-device agentic applications with capabilities like summarization, tool use and RAG where data never leaves the device.
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HTMX vs Client-Side JSON HTML Conversion Trade-offs
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OMG you're telling me all this time I've been learning HTMX, I could have just been converting Json to HTML using a client side library?! Ugh what a waste of time…
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SambaNova Cloud Enables GenAI Development for Every User Stage
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Each #GenAI journey is unique to the user.
— SambaNova (@SambaNovaAI) 26 septembre 2024
Our Director of Solutions Engineering, @ro_mattern, shares how SambaNova Cloud is uniquely able to target users at every stage of the journey.
Start developing at https://t.co/zm6RCXY00n ☁️#LLM pic.twitter.com/GVK64XKpwtEach #GenAI journey is unique to the user. Our Director of Solutions Engineering, @ro_mattern
, shares how SambaNova Cloud is uniquely able to target users at every stage of the journey. Start developing at http://
cloud.sambanova.ai #LLM -
Remote Inference Enables Interactive Real-Time Visualization Demos
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Thanks, that’s what I wanted to see — remote inference running interactively! At some point, someone is going to make a completely gratuitous demo that uses an entire datacenter to create a single awesome realtime visualization.
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New ChatGPT Voice test: gadget or real revolution?
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I test the new #ChatGPTVoice: gadget or real revolution? → https://youtu.be/ENcsaIvQhAg
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Document Store Vector Embeddings Synchronization for Retrieval
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A great way of using document store to upsert vector embeddings, keeping everything in sync, and have updated information during retrieval querying 🔎 https://t.co/OgerYftAlj
— FlowiseAI (@FlowiseAI) 26 septembre 2024A great way of using document store to upsert vector embeddings, keeping everything in sync, and have updated information during retrieval querying
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Gradio WebRTC: Real-time Image Streaming Tool
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gradio webrtc gtihub: https://
github.com/freddyaboulton
/gradio-webrtc
… Stream images in realtime with webrtc