SOFTWARE

Efficient FFmpeg Wrapper for PyTorch Video Processing

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17 March 2025 17h31

it's a "proper" efficient wrapper around ffmpeg for PyTorch, using some of ffmpeg's fast seeking and read-ahead APIs correctly, as well as using memory buffers correctly, avoiding allocs and copies.

Efficient FFmpeg wrapper for PyTorch video processing

By

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17 March 2025 17h31

it's a "proper" efficient wrapper around ffmpeg for PyTorch, using some of ffmpeg's fast seeking and read-ahead APIs correctly, as well as using memory buffers correctly, avoiding allocs and copies.

PyTorch Releases torchcodec: Fast Open-Source Video Decoding Library

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17 March 2025 17h24

A few months ago we quietly open-sourced a @PyTorch video decoding library called torchcodec — small, nimble, fast.
The @LeRobotHF folks had some nice things to say about it.

→ View original post on X — @testingcatalog

Mistral AI Releases Mistral Small 3.1 with Improved Performance Metrics

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@testingcatalog

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17 March 2025 17h24

BREAKING : Mistral AI released Mistral Small 3.1 with a better performance at multiple metrics. Apache 2.0, 81% MMLU, 150 tokens/s

Julia JIT limitations for GPU accelerator support

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17 March 2025 16h14

Julia's JIT works really well for CPU overheads and CPU parallelism to an extent, but doesn't work as out-of-the-box for accelerators (like GPUs).

→ View original post on X — @hwchase17

Web-Based MCP Clients Enable Broader Adoption

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@hwchase17

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17 March 2025 16h06

Need to dig in more but this is great!!!! Will enable web-based clients for MCP (which should help it take off even more IMO)

→ View original post on X — @danshipper

Developers discussing model and IDE choices for different scenarios

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@danshipper

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17 March 2025 14h42

when vibe coder starts talking about which model and IDE they use in different situations