From 2d4e63e9c97eb44a53a356a4d698ea678cdeaeb2 Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 11:43:42 +0800 Subject: [PATCH 01/11] update minimax-m1.md Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 124 ++++++++++++++++++ assets/figures/minimax-m1/benchmark.png | Bin 0 -> 213265 bytes .../minimax-m1/lightning_attention.png | Bin 0 -> 141242 bytes assets/figures/minimax-m1/moe.png | Bin 0 -> 157240 bytes 4 files changed, 124 insertions(+) create mode 100644 _posts/2025-06-26-minimax-m1.md create mode 100644 assets/figures/minimax-m1/benchmark.png create mode 100644 assets/figures/minimax-m1/lightning_attention.png create mode 100644 assets/figures/minimax-m1/moe.png diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md new file mode 100644 index 0000000..df8d2b2 --- /dev/null +++ b/_posts/2025-06-26-minimax-m1.md @@ -0,0 +1,124 @@ +--- +layout: post +title: "Efficient Support for the MiniMax-M1 Hybrid Architecture in vLLM" +author: "MiniMax" +benchmark-img: /assets/figures/minimax-m1/benchmark.png +moe-img: /assets/figures/minimax-m1/moe.png +lightning_attention-img: /assets/figures/minimax-m1/lightning_attention.png +--- + +This article explores how MiniMax-M1's hybrid architecture is efficiently supported in vLLM. We discuss the model's unique features, the challenges of efficient inference, and the technical solutions implemented in vLLM. + +--- + +## Introduction + +The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [MiniMax-M1](https://arxiv.org/pdf/2506.13585), the world's first open-source large-scale mixture-of-experts (MoE) inference model, has attracted significant attention since its release. Its innovative hybrid architecture points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, vLLM, a high-performance LLM inference and serving library, provides robust support for MiniMax-M1, making efficient deployment possible. + +MiniMax-M1 Benchmark Performance + +* **Left:** Benchmark comparison of leading commercial and open-source models on tasks such as math, code, software engineering, tool use, and long-context understanding. MiniMax-M1 leads among open-source models. +* **Right:** Theoretical inference FLOPs scaling with token length. Compared to DeepSeek R1, MiniMax-M1 uses only 25% of the FLOPs when generating sequences of 100k tokens. + +## Deploying MiniMax-M1 with vLLM + +We recommend deploying MiniMax-M1 using **vLLM** for optimal performance. Our tests demonstrate the following key benefits: + +- Outstanding throughput +- Efficient and intelligent memory management +- Robust support for batched requests +- Deeply optimized backend performance + +### Model Download + +You can download the models from Hugging Face: + +```bash +# Install the Hugging Face Hub CLI +pip install -U huggingface-hub + +# Download the MiniMax-M1-40k model +huggingface-cli download MiniMaxAI/MiniMax-M1-40k +# For the 80k version, uncomment the following line: +# huggingface-cli download MiniMaxAI/MiniMax-M1-80k +``` + +### Deployment + +Below is a quick guide to deploying MiniMax-M1 with vLLM and Docker. Each step is annotated for clarity: + +```bash +# Set environment variables +IMAGE=vllm/vllm-openai:latest +MODEL_DIR= +NAME=MiniMaxImage + +# Docker run configuration +DOCKER_RUN_CMD="--network=host --privileged --ipc=host --ulimit memlock=-1 --shm-size=2gb --rm --gpus all --ulimit stack=67108864" + +# Start the container +sudo docker run -it \ + -v $MODEL_DIR:$MODEL_DIR \ + --name $NAME \ + $DOCKER_RUN_CMD \ + $IMAGE /bin/bash +``` + +## MiniMax-M1 Hybrid Architecture Highlights + +### Mixture-of-Experts (MoE) + +MiniMax-M1 utilizes a Mixture-of-Experts (MoE) architecture with **456 billion total parameters**. During inference, a dynamic routing algorithm activates a sparse subset of experts (~45.9B parameters, or 10% of the total), based on the semantic characteristics of input tokens. This sparse activation is managed by a gating network that computes expert selection probabilities. + +This approach significantly improves computational efficiency: in classification tasks, it reduces computational cost by up to 90% while maintaining accuracy comparable to dense models. + +
+ MoE vs. Dense Comparison +
+ Isoflop Comparison: MoE vs. Dense on various benchmarks. Both models are trained on 1 trillion tokens. The gray dashed lines indicate the difference in computation required for the two models to achieve the same performance. +
+
+ +### Lightning Attention + +**Lightning Attention** addresses the quadratic complexity bottleneck of traditional attention by introducing linearized approximation techniques. It transforms softmax attention into a **linear combination of matrix multiplications**, aided by dynamic memory tiling and gradient approximation. + +In code completion benchmarks, Lightning Attention reduces memory usage by **83%** and inference latency by **67%** for 100k-token sequences. + +
+ Lightning Attention Algorithm +
+ Overview of the Lightning Attention Algorithm, which reduces memory usage and latency for long sequences. +
+
+ +### Efficient Computation & Activation Strategy + +Thanks to its hybrid architecture, MiniMax-M1 enables efficient computation and scalable inference. The Lightning Attention mechanism dramatically improves runtime performance, while the sparse expert activation strategy avoids unnecessary computation. This makes it feasible to achieve strong performance even with limited hardware resources. + +To learn more about MiniMax-M1 please refer to [this paper](https://arxiv.org/pdf/2506.13585). + +## Efficient Inference with vLLM + +### Advanced Memory Management + +vLLM introduces PagedAttention, a technique for managing attention key-value caches more efficiently. Instead of storing the kv-cache contiguously, vLLM divides it into multiple memory pages, greatly reducing fragmentation and over-allocation. This allows vLLM to minimize memory waste to under 4%, compared to 60%-80% with traditional approaches. + +Such efficient memory handling is crucial for models like MiniMax-M1 that support ultra-long context lengths, ensuring smooth and stable inference without running into memory bottlenecks. + +### Deep Kernel-Level Optimizations + +vLLM incorporates a wide range of CUDA kernel optimizations, including integrations with FlashAttention, FlashInfer, and support for quantization formats such as GPTQ, AWQ, INT4, INT8, and FP8. + +These enhancements further boost the low-level computation efficiency of MiniMax-M1 inference. Quantization reduces memory and compute overhead with minimal accuracy loss, while FlashAttention accelerates the attention computation itself—resulting in significantly faster inference in real-world applications. + +### Lightning Attention in vLLM + +As a cutting-edge attention mechanism, Lightning Attention is implemented in vLLM via Triton, leveraging its flexibility and high-performance computing features. A Triton-based execution framework fully supports Lightning Attention's core computation logic, enabling seamless integration and deployment within the vLLM ecosystem. + +## Conclusion + +The hybrid architecture of MiniMax-M1 paves the way for the next generation of large language models, offering powerful capabilities in long-context reasoning and complex task inference. vLLM complements this with highly optimized memory handling, robust batch request management, and deeply tuned backend performance. + +Together, MiniMax-M1 and vLLM form a strong foundation for efficient and scalable AI applications. As the ecosystem evolves, we anticipate this synergy will power more intelligent, responsive, and capable solutions across a wide range of use cases, including code generation, document analysis, and conversational AI. + diff --git a/assets/figures/minimax-m1/benchmark.png b/assets/figures/minimax-m1/benchmark.png new file mode 100644 index 0000000000000000000000000000000000000000..45f3602371955ed5f84b936f2d540dfe9c07fc62 GIT binary patch literal 213265 zcmcG$_al~nA2yC;h3s7+J1Z+Bd#~)3tnA20MP)}J%1Tz*GZ~?XkR*w+3Z-NuN`=Vw zJ>2*6eeS>D@xv!RuIoC_^ZkB}<8>UzTa1yR78L~>1pxs8m5#Q$2?4=gd`mb&MudMX zRte1r2*L<-)K$y^vwmiiS}|yCv|jor#G&QWuTe-YWKkw^XSho9Odj72#yp~nRCk8^ z#8#NDs7Sdxwb@k}o4p_sxUu*6);RUUU-R4d#lJjm*ctQV&@%t_Z|Z30=TAR>{%n$5 z>fPu)9+1RCOIA=yG|C^FSN6eNOqG*n-uQ^RQ4Qy98zSC)M5X)3uhE!Xf5-lmfaZoo zS)7D#ItfwfiQV5{R@F(#aaQ5H5FyjfG#J7qANKqln@OnqK%>-OTVM12M8Oy?&OqkVGmndZjq zU1j&_R5HYjc3)igvtDYGqgRr%hc%mb-=@*h+gx9j49P}v<`iKvb;-I!VOg$ggChTV zt^9DQz>fZt4C-*RsB=sX9Y4&c2|kQ+^>7^cX*NoE3U|=MAz*#GXpdPKm%+X#$7%75 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zJclz3%J3zNuf%`r3W_US@i0hm4^>#*0?1K@Eg&#Tozxmnjeqji`WN|}CaBg$ZbE|M z=fPgByr>lET_2jh{I@s^P5wS4m1a0z$T4yIxC(?+ zu`sIOgPi?xIn<*uc}BT?){1}$9^A;@!bxe4=zaH4j^&U3F1oh>i)oHpN?;Z4s&me; zbDiF?_^|bzhDOWnjmY!+5yY|UU}aHjpdFGVhkx_A-TeAh5cFD$1w7^*%{hs`pJRo0 zu>}^#;|k{@qU1HBWHej&j98JA(p>5=j^v(fbY7t?xZP2`Qf?}g_IX2k^{b=Ow5*PV zwzROgOPkYe$z1mEabMYvn2C+74!yRtJ6G4|S(0JVZX5l!FAZ%W7v&F}d$(VhM8c>w z*gCAGMbLL(295>Ae?&H@iiLI(tqZ*--mTo8RxCLupwy2x6B2Alnkz1JPP|)}|E0}m zZ~)~GTSnPzJ?HK}@_kcPz$K$;k;? zZ^W$2>|KQwc$%ELz6xQ}Ru=Ox4@#$TxXMGm;OeZfxVe7bUej$gQ(ta6laRZ9A#9lV zwzo)i3@TB1OPO6j^ot8z6F=QSJ+_U`CR*YZWIw Date: Thu, 26 Jun 2025 11:46:12 +0800 Subject: [PATCH 02/11] update Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index df8d2b2..3a80389 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -13,7 +13,7 @@ This article explores how MiniMax-M1's hybrid architecture is efficiently suppor ## Introduction -The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [MiniMax-M1](https://arxiv.org/pdf/2506.13585), the world's first open-source large-scale mixture-of-experts (MoE) inference model, has attracted significant attention since its release. Its innovative hybrid architecture points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, vLLM, a high-performance LLM inference and serving library, provides robust support for MiniMax-M1, making efficient deployment possible. +The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [MiniMax-M1](https://arxiv.org/pdf/2506.13585), a popular open-source large-scale mixture-of-experts (MoE) inference model, has attracted significant attention since its release. Its innovative hybrid architecture points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, vLLM, a high-performance LLM inference and serving library, provides robust support for MiniMax-M1, making efficient deployment possible. MiniMax-M1 Benchmark Performance @@ -61,7 +61,18 @@ sudo docker run -it \ -v $MODEL_DIR:$MODEL_DIR \ --name $NAME \ $DOCKER_RUN_CMD \ - $IMAGE /bin/bash + $IMAGE /bin/bash + +# Launch MiniMax-M1 Service +export SAFETENSORS_FAST_GPU=1 +export VLLM_USE_V1=0 +python3 -m vllm.entrypoints.openai.api_server \ +--model \ +--tensor-parallel-size 8 \ +--trust-remote-code \ +--quantization experts_int8 \ +--max_model_len 4096 \ +--dtype bfloat16 ``` ## MiniMax-M1 Hybrid Architecture Highlights From 9298ff97e70197e65572810a33de702f08679324 Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 14:38:32 +0800 Subject: [PATCH 03/11] update Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index 3a80389..883f215 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -127,9 +127,18 @@ These enhancements further boost the low-level computation efficiency of MiniMax As a cutting-edge attention mechanism, Lightning Attention is implemented in vLLM via Triton, leveraging its flexibility and high-performance computing features. A Triton-based execution framework fully supports Lightning Attention's core computation logic, enabling seamless integration and deployment within the vLLM ecosystem. +## Future Work + +Looking ahead, further optimizations for hybrid architecture support are actively being explored within the vLLM community. Notably, the development of a hybrid allocator is expected to enable even more efficient memory management tailored to the unique requirements of models like MiniMax-M1. + +In addition, full support for vLLM v1 is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. + ## Conclusion The hybrid architecture of MiniMax-M1 paves the way for the next generation of large language models, offering powerful capabilities in long-context reasoning and complex task inference. vLLM complements this with highly optimized memory handling, robust batch request management, and deeply tuned backend performance. Together, MiniMax-M1 and vLLM form a strong foundation for efficient and scalable AI applications. As the ecosystem evolves, we anticipate this synergy will power more intelligent, responsive, and capable solutions across a wide range of use cases, including code generation, document analysis, and conversational AI. +## Acknowledgement + +We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. From c4aa24d234f754244b4fa2731d452b4086e689fd Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 14:40:19 +0800 Subject: [PATCH 04/11] update Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index 883f215..9b2ad38 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -54,7 +54,7 @@ MODEL_DIR= NAME=MiniMaxImage # Docker run configuration -DOCKER_RUN_CMD="--network=host --privileged --ipc=host --ulimit memlock=-1 --shm-size=2gb --rm --gpus all --ulimit stack=67108864" +DOCKER_RUN_CMD="--network=host --privileged --ipc=host --ulimit memlock=-1 --rm --gpus all --ulimit stack=67108864" # Start the container sudo docker run -it \ @@ -141,4 +141,4 @@ Together, MiniMax-M1 and vLLM form a strong foundation for efficient and scalabl ## Acknowledgement -We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. +We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Isotr0py](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. From ee05525f09fa7842eb51c71dfb16798b6000ca15 Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 14:51:39 +0800 Subject: [PATCH 05/11] update Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index 9b2ad38..3f8abc3 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -45,7 +45,7 @@ huggingface-cli download MiniMaxAI/MiniMax-M1-40k ### Deployment -Below is a quick guide to deploying MiniMax-M1 with vLLM and Docker. Each step is annotated for clarity: +Below is a quick guide to deploying MiniMax-M1 with vLLM and Docker: ```bash # Set environment variables @@ -131,7 +131,7 @@ As a cutting-edge attention mechanism, Lightning Attention is implemented in vLL Looking ahead, further optimizations for hybrid architecture support are actively being explored within the vLLM community. Notably, the development of a hybrid allocator is expected to enable even more efficient memory management tailored to the unique requirements of models like MiniMax-M1. -In addition, full support for vLLM v1 is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. +In addition, full support for [vLLM v1](https://minimax-m1.vllm-blog-source.pages.dev/2025/01/27/v1-alpha-release) is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. ## Conclusion From b38ef165799f020f3ea4d3a5ede1a2c46f19de99 Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 15:28:37 +0800 Subject: [PATCH 06/11] change title Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index 3f8abc3..d814251 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -1,6 +1,6 @@ --- layout: post -title: "Efficient Support for the MiniMax-M1 Hybrid Architecture in vLLM" +title: "MiniMax-M1: Efficient Support for the Hybrid Architecture in vLLM" author: "MiniMax" benchmark-img: /assets/figures/minimax-m1/benchmark.png moe-img: /assets/figures/minimax-m1/moe.png From ac3feb9465bfdaeaac0e447282fce62ea0ba86aa Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 15:34:05 +0800 Subject: [PATCH 07/11] update Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 56 ++++++++++++++++----------------- 1 file changed, 28 insertions(+), 28 deletions(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index d814251..acd50a6 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -1,37 +1,37 @@ --- layout: post -title: "MiniMax-M1: Efficient Support for the Hybrid Architecture in vLLM" +title: "MiniMax-M1: the Hybrid Architecture in vLLM" author: "MiniMax" benchmark-img: /assets/figures/minimax-m1/benchmark.png moe-img: /assets/figures/minimax-m1/moe.png lightning_attention-img: /assets/figures/minimax-m1/lightning_attention.png --- -This article explores how MiniMax-M1's hybrid architecture is efficiently supported in vLLM. We discuss the model's unique features, the challenges of efficient inference, and the technical solutions implemented in vLLM. +This article explores how **MiniMax-M1**'s hybrid architecture is efficiently supported in **vLLM**. We discuss the model's unique features, the challenges of efficient inference, and the technical solutions implemented in **vLLM**. --- ## Introduction -The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [MiniMax-M1](https://arxiv.org/pdf/2506.13585), a popular open-source large-scale mixture-of-experts (MoE) inference model, has attracted significant attention since its release. Its innovative hybrid architecture points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, vLLM, a high-performance LLM inference and serving library, provides robust support for MiniMax-M1, making efficient deployment possible. +The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [**MiniMax-M1**](https://arxiv.org/pdf/2506.13585), a popular open-source large-scale **mixture-of-experts (MoE)** inference model, has attracted significant attention since its release. Its innovative **hybrid architecture** points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, **vLLM**, a high-performance LLM inference and serving library, provides robust support for **MiniMax-M1**, making efficient deployment possible. MiniMax-M1 Benchmark Performance -* **Left:** Benchmark comparison of leading commercial and open-source models on tasks such as math, code, software engineering, tool use, and long-context understanding. MiniMax-M1 leads among open-source models. -* **Right:** Theoretical inference FLOPs scaling with token length. Compared to DeepSeek R1, MiniMax-M1 uses only 25% of the FLOPs when generating sequences of 100k tokens. +* **Left:** Benchmark comparison of leading commercial and open-source models on tasks such as math, code, software engineering, tool use, and long-context understanding. **MiniMax-M1** leads among open-source models. +* **Right:** Theoretical inference FLOPs scaling with token length. Compared to DeepSeek R1, **MiniMax-M1** uses only **25%** of the FLOPs when generating sequences of 100k tokens. ## Deploying MiniMax-M1 with vLLM -We recommend deploying MiniMax-M1 using **vLLM** for optimal performance. Our tests demonstrate the following key benefits: +We recommend deploying **MiniMax-M1** using **vLLM** for optimal performance. Our tests demonstrate the following key benefits: -- Outstanding throughput -- Efficient and intelligent memory management -- Robust support for batched requests -- Deeply optimized backend performance +- **Outstanding throughput** +- **Efficient and intelligent memory management** +- **Robust support for batched requests** +- **Deeply optimized backend performance** ### Model Download -You can download the models from Hugging Face: +You can download the models from **Hugging Face**: ```bash # Install the Hugging Face Hub CLI @@ -45,7 +45,7 @@ huggingface-cli download MiniMaxAI/MiniMax-M1-40k ### Deployment -Below is a quick guide to deploying MiniMax-M1 with vLLM and Docker: +Below is a quick guide to deploying **MiniMax-M1** with **vLLM** and **Docker**: ```bash # Set environment variables @@ -79,9 +79,9 @@ python3 -m vllm.entrypoints.openai.api_server \ ### Mixture-of-Experts (MoE) -MiniMax-M1 utilizes a Mixture-of-Experts (MoE) architecture with **456 billion total parameters**. During inference, a dynamic routing algorithm activates a sparse subset of experts (~45.9B parameters, or 10% of the total), based on the semantic characteristics of input tokens. This sparse activation is managed by a gating network that computes expert selection probabilities. +**MiniMax-M1** utilizes a **Mixture-of-Experts (MoE)** architecture with **456 billion total parameters**. During inference, a dynamic routing algorithm activates a sparse subset of experts (**~45.9B parameters, or 10% of the total**), based on the semantic characteristics of input tokens. This sparse activation is managed by a **gating network** that computes expert selection probabilities. -This approach significantly improves computational efficiency: in classification tasks, it reduces computational cost by up to 90% while maintaining accuracy comparable to dense models. +This approach significantly improves computational efficiency: in classification tasks, it reduces computational cost by up to **90%** while maintaining accuracy comparable to dense models.

MoE vs. Dense Comparison @@ -92,9 +92,9 @@ This approach significantly improves computational efficiency: in classification ### Lightning Attention -**Lightning Attention** addresses the quadratic complexity bottleneck of traditional attention by introducing linearized approximation techniques. It transforms softmax attention into a **linear combination of matrix multiplications**, aided by dynamic memory tiling and gradient approximation. +**Lightning Attention** addresses the quadratic complexity bottleneck of traditional attention by introducing **linearized approximation techniques**. It transforms softmax attention into a **linear combination of matrix multiplications**, aided by **dynamic memory tiling** and **gradient approximation**. -In code completion benchmarks, Lightning Attention reduces memory usage by **83%** and inference latency by **67%** for 100k-token sequences. +In code completion benchmarks, **Lightning Attention** reduces memory usage by **83%** and inference latency by **67%** for 100k-token sequences.
Lightning Attention Algorithm @@ -105,40 +105,40 @@ In code completion benchmarks, Lightning Attention reduces memory usage by **83% ### Efficient Computation & Activation Strategy -Thanks to its hybrid architecture, MiniMax-M1 enables efficient computation and scalable inference. The Lightning Attention mechanism dramatically improves runtime performance, while the sparse expert activation strategy avoids unnecessary computation. This makes it feasible to achieve strong performance even with limited hardware resources. +Thanks to its **hybrid architecture**, **MiniMax-M1** enables efficient computation and scalable inference. The **Lightning Attention** mechanism dramatically improves runtime performance, while the **sparse expert activation strategy** avoids unnecessary computation. This makes it feasible to achieve strong performance even with limited hardware resources. -To learn more about MiniMax-M1 please refer to [this paper](https://arxiv.org/pdf/2506.13585). +To learn more about **MiniMax-M1** please refer to [this paper](https://arxiv.org/pdf/2506.13585). ## Efficient Inference with vLLM ### Advanced Memory Management -vLLM introduces PagedAttention, a technique for managing attention key-value caches more efficiently. Instead of storing the kv-cache contiguously, vLLM divides it into multiple memory pages, greatly reducing fragmentation and over-allocation. This allows vLLM to minimize memory waste to under 4%, compared to 60%-80% with traditional approaches. +**vLLM** introduces **PagedAttention**, a technique for managing attention key-value caches more efficiently. Instead of storing the kv-cache contiguously, **vLLM** divides it into multiple memory pages, greatly reducing fragmentation and over-allocation. This allows **vLLM** to minimize memory waste to under **4%**, compared to **60%-80%** with traditional approaches. -Such efficient memory handling is crucial for models like MiniMax-M1 that support ultra-long context lengths, ensuring smooth and stable inference without running into memory bottlenecks. +Such efficient memory handling is crucial for models like **MiniMax-M1** that support ultra-long context lengths, ensuring smooth and stable inference without running into memory bottlenecks. ### Deep Kernel-Level Optimizations -vLLM incorporates a wide range of CUDA kernel optimizations, including integrations with FlashAttention, FlashInfer, and support for quantization formats such as GPTQ, AWQ, INT4, INT8, and FP8. +**vLLM** incorporates a wide range of **CUDA kernel optimizations**, including integrations with **FlashAttention**, **FlashInfer**, and support for quantization formats such as **GPTQ**, **AWQ**, **INT4**, **INT8**, and **FP8**. -These enhancements further boost the low-level computation efficiency of MiniMax-M1 inference. Quantization reduces memory and compute overhead with minimal accuracy loss, while FlashAttention accelerates the attention computation itself—resulting in significantly faster inference in real-world applications. +These enhancements further boost the low-level computation efficiency of **MiniMax-M1** inference. **Quantization** reduces memory and compute overhead with minimal accuracy loss, while **FlashAttention** accelerates the attention computation itself—resulting in significantly faster inference in real-world applications. ### Lightning Attention in vLLM -As a cutting-edge attention mechanism, Lightning Attention is implemented in vLLM via Triton, leveraging its flexibility and high-performance computing features. A Triton-based execution framework fully supports Lightning Attention's core computation logic, enabling seamless integration and deployment within the vLLM ecosystem. +As a cutting-edge attention mechanism, **Lightning Attention** is implemented in **vLLM** via **Triton**, leveraging its flexibility and high-performance computing features. A **Triton-based execution framework** fully supports **Lightning Attention**'s core computation logic, enabling seamless integration and deployment within the **vLLM** ecosystem. ## Future Work -Looking ahead, further optimizations for hybrid architecture support are actively being explored within the vLLM community. Notably, the development of a hybrid allocator is expected to enable even more efficient memory management tailored to the unique requirements of models like MiniMax-M1. +Looking ahead, further optimizations for **hybrid architecture support** are actively being explored within the **vLLM** community. Notably, the development of a **hybrid allocator** is expected to enable even more efficient memory management tailored to the unique requirements of models like **MiniMax-M1**. -In addition, full support for [vLLM v1](https://minimax-m1.vllm-blog-source.pages.dev/2025/01/27/v1-alpha-release) is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. +In addition, full support for [**vLLM v1**](https://minimax-m1.vllm-blog-source.pages.dev/2025/01/27/v1-alpha-release) is planned, with the hybrid model architecture expected to be migrated into the **v1 framework**. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. ## Conclusion -The hybrid architecture of MiniMax-M1 paves the way for the next generation of large language models, offering powerful capabilities in long-context reasoning and complex task inference. vLLM complements this with highly optimized memory handling, robust batch request management, and deeply tuned backend performance. +The **hybrid architecture** of **MiniMax-M1** paves the way for the next generation of large language models, offering powerful capabilities in long-context reasoning and complex task inference. **vLLM** complements this with highly optimized memory handling, robust batch request management, and deeply tuned backend performance. -Together, MiniMax-M1 and vLLM form a strong foundation for efficient and scalable AI applications. As the ecosystem evolves, we anticipate this synergy will power more intelligent, responsive, and capable solutions across a wide range of use cases, including code generation, document analysis, and conversational AI. +Together, **MiniMax-M1** and **vLLM** form a strong foundation for efficient and scalable AI applications. As the ecosystem evolves, we anticipate this synergy will power more intelligent, responsive, and capable solutions across a wide range of use cases, including code generation, document analysis, and conversational AI. ## Acknowledgement -We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Isotr0py](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. +We would like to express our sincere gratitude to the **vLLM community** for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Isotr0py](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the **MiniMax engineering team**, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. From c1d1b2599a79d1d03b2299f278b67dd3ab6354da Mon Sep 17 00:00:00 2001 From: qingjun Date: Thu, 26 Jun 2025 15:37:05 +0800 Subject: [PATCH 08/11] update Signed-off-by: qingjun --- _posts/2025-06-26-minimax-m1.md | 54 ++++++++++++++++----------------- 1 file changed, 27 insertions(+), 27 deletions(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index acd50a6..0baa2e6 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -1,37 +1,37 @@ --- layout: post -title: "MiniMax-M1: the Hybrid Architecture in vLLM" +title: "MiniMax-M1 Hybrid Architecture Meets vLLM: Long Context, Fast Inference" author: "MiniMax" benchmark-img: /assets/figures/minimax-m1/benchmark.png moe-img: /assets/figures/minimax-m1/moe.png lightning_attention-img: /assets/figures/minimax-m1/lightning_attention.png --- -This article explores how **MiniMax-M1**'s hybrid architecture is efficiently supported in **vLLM**. We discuss the model's unique features, the challenges of efficient inference, and the technical solutions implemented in **vLLM**. +This article explores how MiniMax-M1's hybrid architecture is efficiently supported in vLLM. We discuss the model's unique features, the challenges of efficient inference, and the technical solutions implemented in vLLM. --- ## Introduction -The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [**MiniMax-M1**](https://arxiv.org/pdf/2506.13585), a popular open-source large-scale **mixture-of-experts (MoE)** inference model, has attracted significant attention since its release. Its innovative **hybrid architecture** points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, **vLLM**, a high-performance LLM inference and serving library, provides robust support for **MiniMax-M1**, making efficient deployment possible. +The rapid advancement of artificial intelligence has led to the emergence of increasingly powerful large language models (LLMs). [MiniMax-M1](https://arxiv.org/pdf/2506.13585), a popular open-source large-scale mixture-of-experts (MoE) inference model, has attracted significant attention since its release. Its innovative hybrid architecture points to the future of LLMs, enabling breakthroughs in long-context reasoning and complex task processing. Meanwhile, vLLM, a high-performance LLM inference and serving library, provides robust support for MiniMax-M1, making efficient deployment possible. MiniMax-M1 Benchmark Performance -* **Left:** Benchmark comparison of leading commercial and open-source models on tasks such as math, code, software engineering, tool use, and long-context understanding. **MiniMax-M1** leads among open-source models. -* **Right:** Theoretical inference FLOPs scaling with token length. Compared to DeepSeek R1, **MiniMax-M1** uses only **25%** of the FLOPs when generating sequences of 100k tokens. +* **Left:** Benchmark comparison of leading commercial and open-source models on tasks such as math, code, software engineering, tool use, and long-context understanding. MiniMax-M1 leads among open-source models. +* **Right:** Theoretical inference FLOPs scaling with token length. Compared to DeepSeek R1, MiniMax-M1 uses only 25% of the FLOPs when generating sequences of 100k tokens. ## Deploying MiniMax-M1 with vLLM We recommend deploying **MiniMax-M1** using **vLLM** for optimal performance. Our tests demonstrate the following key benefits: -- **Outstanding throughput** -- **Efficient and intelligent memory management** -- **Robust support for batched requests** -- **Deeply optimized backend performance** +- Outstanding throughput +- Efficient and intelligent memory management +- Robust support for batched requests +- Deeply optimized backend performance ### Model Download -You can download the models from **Hugging Face**: +You can download the models from Hugging Face: ```bash # Install the Hugging Face Hub CLI @@ -45,7 +45,7 @@ huggingface-cli download MiniMaxAI/MiniMax-M1-40k ### Deployment -Below is a quick guide to deploying **MiniMax-M1** with **vLLM** and **Docker**: +Below is a quick guide to deploying MiniMax-M1 with vLLM and Docker: ```bash # Set environment variables @@ -79,9 +79,9 @@ python3 -m vllm.entrypoints.openai.api_server \ ### Mixture-of-Experts (MoE) -**MiniMax-M1** utilizes a **Mixture-of-Experts (MoE)** architecture with **456 billion total parameters**. During inference, a dynamic routing algorithm activates a sparse subset of experts (**~45.9B parameters, or 10% of the total**), based on the semantic characteristics of input tokens. This sparse activation is managed by a **gating network** that computes expert selection probabilities. +MiniMax-M1 utilizes a Mixture-of-Experts (MoE) architecture with **456 billion total parameters**. During inference, a dynamic routing algorithm activates a sparse subset of experts (~45.9B parameters, or 10% of the total), based on the semantic characteristics of input tokens. This sparse activation is managed by a gating network that computes expert selection probabilities. -This approach significantly improves computational efficiency: in classification tasks, it reduces computational cost by up to **90%** while maintaining accuracy comparable to dense models. +This approach significantly improves computational efficiency: in classification tasks, it reduces computational cost by up to 90% while maintaining accuracy comparable to dense models.
MoE vs. Dense Comparison @@ -92,9 +92,9 @@ This approach significantly improves computational efficiency: in classification ### Lightning Attention -**Lightning Attention** addresses the quadratic complexity bottleneck of traditional attention by introducing **linearized approximation techniques**. It transforms softmax attention into a **linear combination of matrix multiplications**, aided by **dynamic memory tiling** and **gradient approximation**. +**Lightning Attention** addresses the quadratic complexity bottleneck of traditional attention by introducing linearized approximation techniques. It transforms softmax attention into a **linear combination of matrix multiplications**, aided by dynamic memory tiling and gradient approximation. -In code completion benchmarks, **Lightning Attention** reduces memory usage by **83%** and inference latency by **67%** for 100k-token sequences. +In code completion benchmarks, Lightning Attention reduces memory usage by **83%** and inference latency by **67%** for 100k-token sequences.
Lightning Attention Algorithm @@ -105,40 +105,40 @@ In code completion benchmarks, **Lightning Attention** reduces memory usage by * ### Efficient Computation & Activation Strategy -Thanks to its **hybrid architecture**, **MiniMax-M1** enables efficient computation and scalable inference. The **Lightning Attention** mechanism dramatically improves runtime performance, while the **sparse expert activation strategy** avoids unnecessary computation. This makes it feasible to achieve strong performance even with limited hardware resources. +Thanks to its hybrid architecture, MiniMax-M1 enables efficient computation and scalable inference. The Lightning Attention mechanism dramatically improves runtime performance, while the sparse expert activation strategy avoids unnecessary computation. This makes it feasible to achieve strong performance even with limited hardware resources. -To learn more about **MiniMax-M1** please refer to [this paper](https://arxiv.org/pdf/2506.13585). +To learn more about MiniMax-M1 please refer to [this paper](https://arxiv.org/pdf/2506.13585). ## Efficient Inference with vLLM ### Advanced Memory Management -**vLLM** introduces **PagedAttention**, a technique for managing attention key-value caches more efficiently. Instead of storing the kv-cache contiguously, **vLLM** divides it into multiple memory pages, greatly reducing fragmentation and over-allocation. This allows **vLLM** to minimize memory waste to under **4%**, compared to **60%-80%** with traditional approaches. +vLLM introduces PagedAttention, a technique for managing attention key-value caches more efficiently. Instead of storing the kv-cache contiguously, vLLM divides it into multiple memory pages, greatly reducing fragmentation and over-allocation. This allows vLLM to minimize memory waste to under 4%, compared to 60%-80% with traditional approaches. -Such efficient memory handling is crucial for models like **MiniMax-M1** that support ultra-long context lengths, ensuring smooth and stable inference without running into memory bottlenecks. +Such efficient memory handling is crucial for models like MiniMax-M1 that support ultra-long context lengths, ensuring smooth and stable inference without running into memory bottlenecks. ### Deep Kernel-Level Optimizations -**vLLM** incorporates a wide range of **CUDA kernel optimizations**, including integrations with **FlashAttention**, **FlashInfer**, and support for quantization formats such as **GPTQ**, **AWQ**, **INT4**, **INT8**, and **FP8**. +vLLM incorporates a wide range of CUDA kernel optimizations, including integrations with FlashAttention, FlashInfer, and support for quantization formats such as GPTQ, AWQ, INT4, INT8, and FP8. -These enhancements further boost the low-level computation efficiency of **MiniMax-M1** inference. **Quantization** reduces memory and compute overhead with minimal accuracy loss, while **FlashAttention** accelerates the attention computation itself—resulting in significantly faster inference in real-world applications. +These enhancements further boost the low-level computation efficiency of MiniMax-M1 inference. Quantization reduces memory and compute overhead with minimal accuracy loss, while FlashAttention accelerates the attention computation itself—resulting in significantly faster inference in real-world applications. ### Lightning Attention in vLLM -As a cutting-edge attention mechanism, **Lightning Attention** is implemented in **vLLM** via **Triton**, leveraging its flexibility and high-performance computing features. A **Triton-based execution framework** fully supports **Lightning Attention**'s core computation logic, enabling seamless integration and deployment within the **vLLM** ecosystem. +As a cutting-edge attention mechanism, Lightning Attention is implemented in vLLM via Triton, leveraging its flexibility and high-performance computing features. A Triton-based execution framework fully supports Lightning Attention's core computation logic, enabling seamless integration and deployment within the vLLM ecosystem. ## Future Work -Looking ahead, further optimizations for **hybrid architecture support** are actively being explored within the **vLLM** community. Notably, the development of a **hybrid allocator** is expected to enable even more efficient memory management tailored to the unique requirements of models like **MiniMax-M1**. +Looking ahead, further optimizations for hybrid architecture support are actively being explored within the vLLM community. Notably, the development of a hybrid allocator is expected to enable even more efficient memory management tailored to the unique requirements of models like MiniMax-M1. -In addition, full support for [**vLLM v1**](https://minimax-m1.vllm-blog-source.pages.dev/2025/01/27/v1-alpha-release) is planned, with the hybrid model architecture expected to be migrated into the **v1 framework**. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. +In addition, full support for [vLLM v1](https://minimax-m1.vllm-blog-source.pages.dev/2025/01/27/v1-alpha-release) is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. ## Conclusion -The **hybrid architecture** of **MiniMax-M1** paves the way for the next generation of large language models, offering powerful capabilities in long-context reasoning and complex task inference. **vLLM** complements this with highly optimized memory handling, robust batch request management, and deeply tuned backend performance. +The hybrid architecture of MiniMax-M1 paves the way for the next generation of large language models, offering powerful capabilities in long-context reasoning and complex task inference. vLLM complements this with highly optimized memory handling, robust batch request management, and deeply tuned backend performance. -Together, **MiniMax-M1** and **vLLM** form a strong foundation for efficient and scalable AI applications. As the ecosystem evolves, we anticipate this synergy will power more intelligent, responsive, and capable solutions across a wide range of use cases, including code generation, document analysis, and conversational AI. +Together, MiniMax-M1 and vLLM form a strong foundation for efficient and scalable AI applications. As the ecosystem evolves, we anticipate this synergy will power more intelligent, responsive, and capable solutions across a wide range of use cases, including code generation, document analysis, and conversational AI. ## Acknowledgement -We would like to express our sincere gratitude to the **vLLM community** for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Isotr0py](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the **MiniMax engineering team**, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. +We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Isotr0py](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. From 3d51b6287e01de52ba6afce8889c5b47165e0e6f Mon Sep 17 00:00:00 2001 From: youkaichao Date: Thu, 26 Jun 2025 16:34:53 +0800 Subject: [PATCH 09/11] Update _posts/2025-06-26-minimax-m1.md --- _posts/2025-06-26-minimax-m1.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index 0baa2e6..ee474ee 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -131,7 +131,7 @@ As a cutting-edge attention mechanism, Lightning Attention is implemented in vLL Looking ahead, further optimizations for hybrid architecture support are actively being explored within the vLLM community. Notably, the development of a hybrid allocator is expected to enable even more efficient memory management tailored to the unique requirements of models like MiniMax-M1. -In addition, full support for [vLLM v1](https://minimax-m1.vllm-blog-source.pages.dev/2025/01/27/v1-alpha-release) is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. +In addition, full support for [vLLM v1](https://blog.vllm.ai/2025/01/27/v1-alpha-release.html) is planned, with the hybrid model architecture expected to be migrated into the v1 framework. These advancements are anticipated to unlock further performance improvements and provide a more robust foundation for future developments. ## Conclusion From 666503c72e3593190f2c80723846ecd482c73c4a Mon Sep 17 00:00:00 2001 From: youkaichao Date: Thu, 26 Jun 2025 16:35:14 +0800 Subject: [PATCH 10/11] Update _posts/2025-06-26-minimax-m1.md --- _posts/2025-06-26-minimax-m1.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index ee474ee..a047fa5 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -141,4 +141,4 @@ Together, MiniMax-M1 and vLLM form a strong foundation for efficient and scalabl ## Acknowledgement -We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Isotr0py](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. +We would like to express our sincere gratitude to the vLLM community for their invaluable support and collaboration. In particular, we thank [Tyler Michael Smith](https://github.com/tlrmchlsmth), [Simon Mo](https://github.com/simon-mo), [Cyrus Leung](https://github.com/DarkLight1337), [Roger Wang](https://github.com/ywang96), [Zifeng Mo](https://github.com/Isotr0py) and [Kaichao You](https://github.com/youkaichao) for their significant contributions. We also appreciate the efforts of the MiniMax engineering team, especially [Gangying Qing](https://github.com/ZZBoom), [Jun Qing](https://github.com/qscqesze), and [Jiaren Cai](https://github.com/sriting), whose dedication made this work possible. From 0964d6d59a8b6b8d93ea69f300667df6c99ed120 Mon Sep 17 00:00:00 2001 From: youkaichao Date: Tue, 1 Jul 2025 10:08:48 +0800 Subject: [PATCH 11/11] Update _posts/2025-06-26-minimax-m1.md Co-authored-by: Woosuk Kwon --- _posts/2025-06-26-minimax-m1.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2025-06-26-minimax-m1.md b/_posts/2025-06-26-minimax-m1.md index a047fa5..d49c0ca 100644 --- a/_posts/2025-06-26-minimax-m1.md +++ b/_posts/2025-06-26-minimax-m1.md @@ -66,7 +66,7 @@ sudo docker run -it \ # Launch MiniMax-M1 Service export SAFETENSORS_FAST_GPU=1 export VLLM_USE_V1=0 -python3 -m vllm.entrypoints.openai.api_server \ +vllm serve \ --model \ --tensor-parallel-size 8 \ --trust-remote-code \

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