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X262: X264 with MPEG-2 Support

Hacker News Top · 2026-08-19

X262 is an updated variant of the X264 video codec that adds support for MPEG-2 encoding.

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#codec

Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model

Hugging Face Daily Papers · 2026-07-27 Cached

Mage-VL is an efficient codec-native streaming multimodal foundation model that reduces visual token consumption by over 75% using a custom tokenizer, achieving up to 3.5x inference speedup while matching or outperforming existing models on static and video tasks.

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#codec

Show HN: misa77 - a codec that decodes 2x faster than LZ4 (at better ratios)

Hacker News Top · 2026-07-15 Cached

misa77 is a new LZ-based codec that achieves decompression throughput up to 2x faster than LZ4 while also offering better compression ratios. It targets write-once read-many workloads and has constant memory usage.

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#codec

GPT-2 Fully Decoded Internally Black Box Fully Open With Demo

Reddit r/artificial · 2026-07-11

The BABEL codec achieves the first complete decode of GPT-2 small's internal state, reconstructing 94.7% of its behavior and enabling reading and writing to the model in English, with open source resources and a demo.

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#codec

libwce: the entropy layer of a wavelet codec, on its own

Lobsters Hottest · 2026-05-24 Cached

libwce is a minimal, patent-clean Rust library implementing a Bit-Plane Count (BPC) entropy layer for wavelet codecs, providing a stateless and dependency-free module for entropy coding.

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#codec

Hierarchical Codec Diffusion for Video-to-Speech Generation

Hugging Face Daily Papers · 2026-04-17 Cached

HiCoDiT is a novel Hierarchical Codec Diffusion Transformer for video-to-speech generation that leverages the hierarchical structure of RVQ-based codec discrete speech tokens, using coarse-to-fine conditioning with dual-scale normalization to achieve strong audio-visual alignment.

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