From 09037603aaea6cc13a9bad81e92d9d34ffa73c82 Mon Sep 17 00:00:00 2001 From: isHuangXin Date: Tue, 21 Jul 2026 00:33:04 +0200 Subject: [PATCH] Revamp README with structured layout, News section, and Model Releases --- README.md | 140 ++++++++++++++++++--------- assets/bitnet_b1.58_2b_benchmark.png | Bin 0 -> 46301 bytes assets/embedding_prefill_0.6B.png | Bin 0 -> 71414 bytes assets/embedding_prefill_270M.png | Bin 0 -> 72403 bytes 4 files changed, 92 insertions(+), 48 deletions(-) create mode 100644 assets/bitnet_b1.58_2b_benchmark.png create mode 100644 assets/embedding_prefill_0.6B.png create mode 100644 assets/embedding_prefill_270M.png diff --git a/README.md b/README.md index ae7e46f88..b8c842f83 100644 --- a/README.md +++ b/README.md @@ -1,58 +1,103 @@ +
+ # bitnet.cpp + [![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) +[![Hugging Face](https://img.shields.io/badge/HuggingFace-Collection-orange?logo=huggingface)](https://huggingface.co/collections/microsoft/bitnet) +[![Technical Report](https://img.shields.io/badge/Technical-Report-red?logo=arxiv)](https://arxiv.org/abs/2502.11880) +[![Demo](https://img.shields.io/badge/Online-Demo-green?logo=microsoft)](https://demo-bitnet-h0h8hcfqeqhrf5gf.canadacentral-01.azurewebsites.net/) +[![GPU Kernel](https://img.shields.io/badge/GPU-Kernel-6F42C1?logo=github)](https://github.com/microsoft/BitNet/blob/main/gpu/README.md) -[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) +

📰 News

+ +07/20/2026: 📣 We released BitNet-embedding-0.6B and BitNet-embedding-270M on Hugging Face — the first 1-bit embedding models that deliver competitive embedding quality with significantly faster inference on CPUs. ![NEW](https://img.shields.io/badge/NEW-red) +- **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 +07/16/2026: 📣 Released [BitNet Embeddings 0.6B/270M: I2_S Conversion and Inference Optimization](docs/bitnet-embeddings-i2s-guide.md) — detailed guide for converting and running BitNet embedding models with optimized I2_S kernels. + +01/15/2026: 📣 Released [BitNet CPU Inference Optimization](https://github.com/microsoft/BitNet/blob/main/src/README.md) — parallel kernel implementations with configurable tiling and embedding quantization support, achieving **1.15x to 2.1x** additional speedup over the original implementation. + +05/20/2025: 📣 Released [BitNet Official GPU inference kernel](https://github.com/microsoft/BitNet/blob/main/gpu/README.md) — extending 1-bit inference beyond CPUs. + +04/14/2025: 📣 Released [BitNet Official 2B Parameter Model](https://huggingface.co/microsoft/BitNet-b1.58-2B-4T) on Hugging Face — the first official BitNet b1.58 model trained with 4T tokens. + +02/18/2025: 📑 [Bitnet.cpp: Efficient Edge Inference for Ternary LLMs](https://arxiv.org/abs/2502.11880) — system-level paper on bitnet.cpp's architecture and design. + +11/08/2024: 📑 [BitNet a4.8: 4-bit Activations for 1-bit LLMs](https://arxiv.org/abs/2411.04965) — enabling 4-bit activations for further efficiency gains. -For detailed usage and technical information, see the [BitNet Embeddings I2_S Guide](docs/bitnet-embeddings-i2s-guide.md). +10/21/2024: 📑 [1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs](https://arxiv.org/abs/2410.16144) — the technical report behind bitnet.cpp. -## About bitnet.cpp +10/17/2024: 📣 bitnet.cpp 1.0 released. -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). +03/21/2024: 📑 [The-Era-of-1-bit-LLMs: Training Tips, Code, FAQ](https://github.com/microsoft/unilm/blob/master/bitnet/The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ.pdf) -bitnet.cpp is the official inference framework for 1-bit LLMs (e.g., BitNet b1.58). It offers a suite of optimized kernels, that support **fast** and **lossless** inference of 1.58-bit models on CPU and GPU (NPU support will coming next). +02/27/2024: 📑 [The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits](https://arxiv.org/abs/2402.17764) — the foundational paper introducing BitNet b1.58. -The first release of bitnet.cpp is to support inference on CPUs. bitnet.cpp achieves speedups of **1.37x** to **5.07x** on ARM CPUs, with larger models experiencing greater performance gains. Additionally, it reduces energy consumption by **55.4%** to **70.0%**, further boosting overall efficiency. On x86 CPUs, speedups range from **2.37x** to **6.17x** with energy reductions between **71.9%** to **82.2%**. Furthermore, bitnet.cpp can run a 100B BitNet b1.58 model on a single CPU, achieving speeds comparable to human reading (5-7 tokens per second), significantly enhancing the potential for running LLMs on local devices. Please refer to the [technical report](https://arxiv.org/abs/2410.16144) for more details. +10/17/2023: 📑 [BitNet: Scaling 1-bit Transformers for Large Language Models](https://arxiv.org/abs/2310.11453) — the original BitNet paper. -**Latest optimization** introduces parallel kernel implementations with configurable tiling and embedding quantization support, achieving **1.15x to 2.1x** additional speedup over the original implementation across different hardware platforms and workloads. For detailed technical information, see the [optimization guide](src/README.md). +
+ +## Overview + +bitnet.cpp is the official inference framework for 1-bit LLMs (e.g., BitNet b1.58). It offers a suite of optimized kernels that support **fast** and **lossless** inference of 1.58-bit models on **CPU** and **GPU** (NPU support coming next). + +Try it out via this [online 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). + +bitnet.cpp achieves speedups of **1.37x** to **5.07x** on ARM CPUs, with larger models experiencing greater performance gains. Additionally, it reduces energy consumption by **55.4%** to **70.0%**, further boosting overall efficiency. On x86 CPUs, speedups range from **2.37x** to **6.17x** with energy reductions between **71.9%** to **82.2%**. Furthermore, bitnet.cpp can run a 100B BitNet b1.58 model on a single CPU, achieving speeds comparable to human reading (5-7 tokens per second), significantly enhancing the potential for running LLMs on local devices. Please refer to the [technical report](https://arxiv.org/abs/2410.16144) for more details. performance_comparison -## Demo +## Model Releases -A demo of bitnet.cpp running a BitNet b1.58 3B model on Apple M2: +### 1. [BitNet-b1.58-2B-4T](https://huggingface.co/microsoft/BitNet-b1.58-2B-4T) - 1-bit Large Language Model -https://github.com/user-attachments/assets/7f46b736-edec-4828-b809-4be780a3e5b1 +**BitNet-b1.58-2B-4T** is the first official BitNet b1.58 model with **2.4B parameters**, trained on **4 trillion tokens**. It is a ternary (1.58-bit) language model that delivers competitive performance with full-precision models of similar size while enabling significantly faster and more energy-efficient inference. -## What's New: -- 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) -- 02/18/2025 [Bitnet.cpp: Efficient Edge Inference for Ternary LLMs](https://arxiv.org/abs/2502.11880) -- 11/08/2024 [BitNet a4.8: 4-bit Activations for 1-bit LLMs](https://arxiv.org/abs/2411.04965) -- 10/21/2024 [1-bit AI Infra: Part 1.1, Fast and Lossless BitNet b1.58 Inference on CPUs](https://arxiv.org/abs/2410.16144) -- 10/17/2024 bitnet.cpp 1.0 released. -- 03/21/2024 [The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ](https://github.com/microsoft/unilm/blob/master/bitnet/The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ.pdf) -- 02/27/2024 [The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits](https://arxiv.org/abs/2402.17764) -- 10/17/2023 [BitNet: Scaling 1-bit Transformers for Large Language Models](https://arxiv.org/abs/2310.11453) +- **Fast CPU Inference**: Achieves up to **6.17x speedup** on x86 CPUs and **5.07x** on ARM CPUs compared to full-precision models. +- **Energy Efficient**: Reduces energy consumption by up to **82.2%** on x86 and **70.0%** on ARM. +- **GPU Support**: Official GPU inference kernel available for accelerated deployment. +- **Chat-Ready**: Supports conversational mode for interactive use. -## Acknowledgements +[🤗 Hugging Face](https://huggingface.co/microsoft/BitNet-b1.58-2B-4T) | [🔗 Online Demo](https://demo-bitnet-h0h8hcfqeqhrf5gf.canadacentral-01.azurewebsites.net/) | [📄 Technical Report](https://arxiv.org/abs/2410.16144) + +BitNet b1.58 2B Benchmark + +### 2. [BitNet-embedding-0.6B](https://huggingface.co/microsoft/BitNet-embedding-0.6B) - 1-bit Embedding Model + +**BitNet-embedding-0.6B** is a **0.6B-parameter** 1-bit embedding model that achieves competitive embedding quality with significantly faster CPU inference. It is the first model to demonstrate that ternary weights can deliver strong performance on embedding tasks. + +- **1.42x to 2.28x speedup** over F16 on prefill (8 threads, x86) +- **Lossless Quality**: Competitive embedding quality with 2 bits per weight +- **I2_S Kernel**: Supports optimized I2_S conversion on x86 CPUs + +[🤗 Hugging Face](https://huggingface.co/microsoft/BitNet-embedding-0.6B) | [📄 I2_S Guide](docs/bitnet-embeddings-i2s-guide.md) + +BitNet Embedding 0.6B Prefill Performance + +### 3. [BitNet-embedding-270M](https://huggingface.co/microsoft/BitNet-embedding-270M) - Lightweight 1-bit Embedding Model + +**BitNet-embedding-270M** is a compact **270M-parameter** 1-bit embedding model designed for resource-constrained environments, offering fast inference with minimal memory footprint. + +- **1.32x to 1.74x speedup** over F16 on prefill (8 threads, x86) +- **Lossless Quality**: Competitive embedding quality with 2 bits per weight +- **Lightweight**: Only 270M parameters for edge deployment scenarios + +[🤗 Hugging Face](https://huggingface.co/microsoft/BitNet-embedding-270M) | [📄 I2_S Guide](docs/bitnet-embeddings-i2s-guide.md) + +BitNet Embedding 270M Prefill Performance + + +## Supported Models -This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp) framework. We would like to thank all the authors for their contributions to the open-source community. Also, bitnet.cpp's kernels are built on top of the Lookup Table methodologies pioneered in [T-MAC](https://github.com/microsoft/T-MAC/). For inference of general low-bit LLMs beyond ternary models, we recommend using T-MAC. -## Official Models - @@ -64,6 +109,9 @@ This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp) + + + @@ -106,23 +154,8 @@ This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp) -
Model ParametersTL1 TL2
Official Models
BitNet-b1.58-2B-4T 2.4B
- -## Supported Models -❗️**We use existing 1-bit LLMs available on [Hugging Face](https://huggingface.co/) to demonstrate the inference capabilities of bitnet.cpp. We hope the release of bitnet.cpp will inspire the development of 1-bit LLMs in large-scale settings in terms of model size and training tokens.** - - - - - - - - - - - - + @@ -196,7 +229,7 @@ This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp)
ModelParametersCPUKernel
I2_STL1TL2Community Models
bitnet_b1_58-large
- +❗️**We use existing 1-bit LLMs available on [Hugging Face](https://huggingface.co/) to demonstrate the inference capabilities of bitnet.cpp. We hope the release of bitnet.cpp will inspire the development of 1-bit LLMs in large-scale settings in terms of model size and training tokens.** ## Installation @@ -259,6 +292,7 @@ optional arguments: --quant-embd Quantize the embeddings to f16 --use-pretuned, -p Use the pretuned kernel parameters + ## Usage ### Basic usage ```bash @@ -288,6 +322,12 @@ optional arguments: (When this option is turned on, the prompt specified by -p will be used as the system prompt.) +### Demo + +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 + ### Benchmark We provide scripts to run the inference benchmark providing a model. @@ -346,6 +386,10 @@ huggingface-cli download microsoft/bitnet-b1.58-2B-4T-bf16 --local-dir ./models/ python ./utils/convert-helper-bitnet.py ./models/bitnet-b1.58-2B-4T-bf16 ``` +## Acknowledgements + +This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp) framework. We would like to thank all the authors for their contributions to the open-source community. Also, bitnet.cpp's kernels are built on top of the Lookup Table methodologies pioneered in [T-MAC](https://github.com/microsoft/T-MAC/). For inference of general low-bit LLMs beyond ternary models, we recommend using T-MAC. + ### FAQ (Frequently Asked Questions)📌 #### Q1: The build dies with errors building llama.cpp due to issues with std::chrono in log.cpp? diff --git a/assets/bitnet_b1.58_2b_benchmark.png b/assets/bitnet_b1.58_2b_benchmark.png new file mode 100644 index 0000000000000000000000000000000000000000..546451ed207850f8ae41594e02849ffcc4c54832 GIT binary patch literal 46301 zcmZU*1z42b^FK@p2rOj)yEF(qqBKh_OX&h4A{c;lvvhY#D@!UZAuZkANH@~WA|c&N zzc6FM>)LDY`^20%IWwP`vmviv$%2T$L|9l@AbGiGDp*)JBUo72&4lwg#S!TlG5A7SnLJ3MH{wN30O50DDhj-ZPSL5E$Y;8Y zF^1cPs-u$IHVqWp9>ME(KK{9DH~L+c@Z-n#1vB{0Z|oA&zn%oG@|eKAOjh>{bQw(_ zzdOdQs5LN|c+Y(HZBA}69*e29&j%^^mN{BpfjH&Zz4{d6(2zLledTo{g!q&h_~=-1 zr1;CW4>wzqh~1afESs)}Z(7+CdbJvVX|5kQW}9#(-fw(BU-j5n86z+JVSTjMQ!|hL z0|R~eg>G*0%olJ>67$c;ND&G<>UQ-AcNwRn)0g%9(JNR#d7&3yau>TCr0+lf8nq|t z_+&MN2-40PdsOJXQ=I+RereLjma^pcasDwbanw7=Q7WF8pu8+T%R}=r_{74bhCnTB 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