---
title: "Meet BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs"
url: https://daily.dev/posts/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-p-jyrpx8ozt
source_url: https://www.marktechpost.com/2024/02/20/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-pre-trained-llms/
type: article
source: "Machine Learning News"
published: 2024-02-20T12:44:58.217Z
updated: 2024-05-09T08:58:27.770Z
tags: ["tech-news", "ai", "machine-learning", "llm", "pytorch", "huggingface"]
reading_time: 3
upvotes: 1
comments: 0
language: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Meet BiLLM: A Novel Post-Training Binary Quantization Method Specifically Tailored for Compressing Pre-Trained LLMs

**[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 1 upvotes · 0 comments

## Summary

Introduction of BiLLM, a novel post-training binary quantization method for compressing pre-trained LLMs. BiLLM achieves ultra-low bit quantization without significant loss of precision, enabling deployment in edge scenarios and resource-constrained devices.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.marktechpost.com/2024/02/20/meet-billm-a-novel-post-training-binary-quantization-method-specifically-tailored-for-compressing-pre-trained-llms/>

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---

Tags: [#tech-news](https://daily.dev/tags/tech-news), [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#llm](https://daily.dev/tags/llm), [#pytorch](https://daily.dev/tags/pytorch), [#huggingface](https://daily.dev/tags/huggingface)

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