we're willing to fix it to work better with uv (which is fantastic) cc: @_seemethere I think PyTorch was forced to solve the accelerator support problem before Python packaging was ready for it, so we solved it as best as we can — but we're willing to move to a better world if
SOFTWARE
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MiniOmni 2 Development and Production Pipeline Improvements
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Mostly hoping for MiniOmni 2 and likes to get better before putting time into production pipelines for them
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AI-Powered Architecture Diagram Generator Using Mistral and Qdrant
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An interesting use case – Architecture Diagram Generator
— FlowiseAI (@FlowiseAI) 30 octobre 2024
Developed using Flowise, Qdrant, and Mistral to enable translation of request into visual architecture diagramshttps://t.co/oYJ6JItUt5
shoutout to Mohamed Yasser for creating this! pic.twitter.com/hzSXeAtIgtAn interesting use case – Architecture Diagram Generator Developed using Flowise, Qdrant, and Mistral to enable translation of request into visual architecture diagrams https://
huggingface.co/spaces/yasserr
md/AWSArchitecture
… shoutout to Mohamed Yasser for creating this! -
Choosing TTS Engines for Lightweight GPU Hardware Deployment
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It depends on the hardware you choose to deploy the TTS engine. For lightweight GPUs I’d recommend using MeloTTS
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Real-time API implementation deployable on L4 under one dollar
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Emphasis on cascaded. We do have real-time API based implementation which you can deploy on a L4 at less than 1$ an hour.
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Hugging Chat: Exploring Open Source AI Conversational Platform
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That’s great, have you heard about http://
hugging.chat -
Documentation importance and developer diversity in software development
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I disagree and that’s a bad take IMO – some of the great devs that I know and look up to are from India.. and besides updating docs is quite important for code/ library adoption. FWIW – I update docs for libs that I care about and for our internal libs too.
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SambaNovaCloud partners with Gradio for fast AI prototyping
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We partnered with @Gradio to make it easy to start prototyping with #SambaNovaCloud! Once you have an API key, you just simply need to point to our registry & you can start using Lightning Fast Inference with your Gradio applications. More info:
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Fast AI Inference with SambaNova Cloud and Llama 3.2
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Why is fast #inference so exciting?
— SambaNova (@SambaNovaAI) 29 octobre 2024
🎥 @aton2006, shares the value of fast #inference.
With SambaNova Cloud, #devs can start building with lightning-fast AI inference on @AIatMeta's Llama 3.2 💻
Start developing ⤵️https://t.co/zm6RCXY00nWhy is fast #inference so exciting? @aton2006
, shares the value of fast #inference. With SambaNova Cloud, #devs can start building with lightning-fast AI inference on @AIatMeta
's Llama 3.2 Start developing http://
cloud.sambanova.ai -
Meta Layer Skip Enables 200% Faster Transformer Inference
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Meta presents Layer Skip – up-to 200% fast inference > Applies layer dropout: low rates for early layers, high rates for later layers
> Uses early exit loss with shared exit for all transformer layers Inference: > Increases early exit accuracy without auxiliary layers
>