this post was submitted on 30 Oct 2023
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LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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What are top open source projects in LLM space (alien.top)
submitted 1 year ago by ashutrv@alien.top to c/localllama@poweruser.forum
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I am aware of langchain, LlamaIndex and MetaGPT https://github.com/geekan/MetaGPT https://github.com/langchain-ai/langchain https://github.com/run-llama/llama_index

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[–] lakolda@alien.top 1 points 1 year ago (2 children)

LLMZip achieves SOTA compression by a large margin.

[–] ashutrv@alien.top 1 points 1 year ago (1 children)

Very interesting 🤔 On what kind of data the compression is performing? Any progress in informational videos? I am working on building a smart media format too

[–] lakolda@alien.top 1 points 1 year ago

The original LLMZip paper mainly focused on text compression. A later work (I forget the name) used an LLM trained on byte tokens. This allowed it to compress not just text, but any file format. I think it may have been Google who published that particular paper… Very impressive though.