From 186365a717ba73e928f4cd1959cfea92ae74d54c Mon Sep 17 00:00:00 2001 From: Xin Huang <57054352+isHuangXin@users.noreply.github.com> Date: Mon, 20 Jul 2026 16:49:27 +0800 Subject: [PATCH] Update README for BitNet Embedding 0.6B/270M release (#589) * Update README for BitNet Embedding 0.6B/270M release - Add NEW section with performance highlights and quick start guide - Add embedding prefill performance comparison chart - Add header banner for embedding release - Update Official Models table with embedding models (x86 only) - Add What's New entry for HuggingFace release * Update README for BitNet Embedding 0.6B/270M release - Add NEW section with performance highlights and quick start guide - Add embedding prefill performance comparison chart - Add header banner for embedding release - Update Official Models table with embedding models (x86 only) - Add What's New entry for HuggingFace release --- README.md | 47 +++++++++++++++++++++-- assets/embedding_prefill_performance.png | Bin 0 -> 147036 bytes assets/header_embedding_release.png | Bin 0 -> 24392 bytes 3 files changed, 44 insertions(+), 3 deletions(-) create mode 100644 assets/embedding_prefill_performance.png create mode 100644 assets/header_embedding_release.png diff --git a/README.md b/README.md index c32638b..ae7e46f 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,20 @@ [![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://opensource.org/licenses/MIT) ![version](https://img.shields.io/badge/version-1.0-blue) -[BitNet Model on Hugging Face](https://huggingface.co/microsoft/BitNet-b1.58-2B-4T) +[BitNet Embeddings on Hugging Face](https://huggingface.co/microsoft/BitNet-embedding-0.6B) + +We are excited to release **[BitNet-embedding-0.6B](https://huggingface.co/microsoft/BitNet-embedding-0.6B)** and **[BitNet-embedding-270M](https://huggingface.co/microsoft/BitNet-embedding-270M)**, the first 1-bit embedding models that deliver competitive embedding quality with significantly faster inference on CPUs. Key highlights: + +- **1.42x to 2.28x speedup** over F16 on bitnet-embedding-0.6B prefill (8 threads) +- **1.32x to 1.74x speedup** over F16 on bitnet-embedding-270M prefill (8 threads) +- Supports I2_S conversion with optimized kernels on x86 CPUs +- Lossless inference with 2 bits per weight + +BitNet Embedding Prefill Performance + +For detailed usage and technical information, see the [BitNet Embeddings I2_S Guide](docs/bitnet-embeddings-i2s-guide.md). + +## About bitnet.cpp Try it out via this [demo](https://demo-bitnet-h0h8hcfqeqhrf5gf.canadacentral-01.azurewebsites.net/), or build and run it on your own [CPU](https://github.com/microsoft/BitNet?tab=readme-ov-file#build-from-source) or [GPU](https://github.com/microsoft/BitNet/blob/main/gpu/README.md). @@ -14,7 +27,6 @@ The first release of bitnet.cpp is to support inference on CPUs. bitnet.cpp achi performance_comparison - ## Demo A demo of bitnet.cpp running a BitNet b1.58 3B model on Apple M2: @@ -22,7 +34,8 @@ A demo of bitnet.cpp running a BitNet b1.58 3B model on Apple M2: https://github.com/user-attachments/assets/7f46b736-edec-4828-b809-4be780a3e5b1 ## What's New: -- 07/16/2026 [BitNet Embeddings 0.6B/270M: I2_S Conversion and Inference Optimization](docs/bitnet-embeddings-i2s-guide.md) ![NEW](https://img.shields.io/badge/NEW-red) +- 07/20/2026 [BitNet-embedding-0.6B and BitNet-embedding-270M on Hugging Face](https://huggingface.co/microsoft/BitNet-embedding-0.6B) ![NEW](https://img.shields.io/badge/NEW-red) +- 07/16/2026 [BitNet Embeddings 0.6B/270M: I2_S Conversion and Inference Optimization](docs/bitnet-embeddings-i2s-guide.md) - 01/15/2026 [BitNet CPU Inference Optimization](https://github.com/microsoft/BitNet/blob/main/src/README.md) - 05/20/2025 [BitNet Official GPU inference kernel](https://github.com/microsoft/BitNet/blob/main/gpu/README.md) - 04/14/2025 [BitNet Official 2B Parameter Model on Hugging Face](https://huggingface.co/microsoft/BitNet-b1.58-2B-4T) @@ -65,6 +78,34 @@ This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp) ✅ ❌ + + BitNet-embedding-0.6B + 0.6B + x86 + ✅ + ❌ + ❌ + + + ARM + ❌ + ❌ + ❌ + + + BitNet-embedding-270M + 270M + x86 + ✅ + ❌ + ❌ + + + ARM + ❌ + ❌ + ❌ + ## Supported Models diff --git a/assets/embedding_prefill_performance.png b/assets/embedding_prefill_performance.png new file mode 100644 index 0000000000000000000000000000000000000000..19d5245e447ac1705be5cd2d55da801baee7c668 GIT binary patch literal 147036 zcmeFZcU08b)-9^XZtXU<8I{nsU?3`pWY9Js8HtibLXnZ2LEAP9*a$@i13^GQQjtL$ z1*Hf|kWd5_3M5Mwity&9&-dN$-2dMg_q}m@j6O$cpnku-*IsL`Ip^AU)K%p-t>3$T z)v8sS6waT~ShebB)m5w3c>S~%U+KIe@(cb?()H{`S4~GtR}WKXi&ZM7u2<|FUG1zd z|LShx>|*WcAR>6|nBXz~U#(nSueeAG3EBVmcL+K2_=BKxZ6}t{HzccJk+i< zTN5cV7Aa9|USBrLzNO;mMts))`sd`&U-Vl4<14F9o;u(}R^h+@IeF*wmmUB8H~iu1 zwp*`{{Le3};@Nyh^FO|z$i6N4KfVwu&aL_%pL5vhe9XW8=eMYTc_9Ad|NO$E*Zcop zd62Ff9OPrvwKj4}UmW_FE)wRqFkUs-o@cxN?4M5_6--C(63{<0W_B}W_{MJI_ouhWXr14>`bt>m(D#(&xCTu%8EyO>&+=epElwUg 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