# Các nền tảng của bên thứ ba

![../../_images/llm_deployment.png](data:image/png;base64,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)

Triển khai LLM trên thiết bị yêu cầu nhiều công cụ và framework được thiết kế để hỗ trợ các mô hình ngôn ngữ lớn (LLM). Các nền tảng chính bao gồm Ollama và AnythingLLM. Các nền tảng này cung cấp các chức năng được thiết kế riêng cho nhiều cấu hình phần cứng, gồm cả thiết bị Snapdragon X-series giúp đảm bảo hiệu suất và khả năng tương thích tối ưu. Chúng tạo điều kiện cho việc triển khai và quản lý các mô hình ngôn ngữ lớn trên nhiều môi trường, giúp dễ dàng tận dụng sức mạnh của AI tạo sinh trên nhiều thiết bị cục bộ, hướng đến quyền riêng tư và bảo mật dữ liệu. Các thiết bị Snapdragon X-series đặc biệt đáng chú ý bởi khả năng AI tiên tiến và sức mạnh xử lý hiệu quả, là lựa chọn lý tưởng để chạy các mô hình ngôn ngữ lớn. Các thiết bị này được thiết kế để xử lý các nhu cầu tính toán chuyên sâu của LLM, mang lại hiệu suất liền mạch và trải nghiệm người dùng nâng cao.

## Ollama

[Ollama](https://ollama.com/) là một dự án mã nguồn mở và miễn phí cho phép bạn chạy nhiều LLM mã nguồn mở cục bộ trên các thiết bị Snapdragon X Series. Dự án này cung cấp một API đơn giản để tạo, chạy và quản lý các mô hình, cũng như một thư viện các [mô hình dựng sẵn](https://ollama.com/search) có thể dễ dàng sử dụng trong nhiều ứng dụng.

![../../_images/genai-ollama.png](data:image/png;base64,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)

Ollama là một công cụ đa năng được thiết kế để tinh giản quy trình chạy LLM mã nguồn mở trên nhiều nền tảng phần cứng, gồm cả các thiết bị Snapdragon X-series. Công cụ này nổi tiếng với cách tiếp cận thân thiện với người dùng, giúp các nhà phát triển dễ dàng bắt đầu làm việc với LLM.

Bằng cách truy cập ollama.com, các nhà phát triển có thể tiếp cận một loạt các mô hình để suy luận AI. Chỉ với một dòng mã, họ có thể dùng API cho phép các ứng dụng của họ chuyển đổi từ mô hình độc quyền sang mô hình nguồn mở, chẳng hạn như:

- Llama 3.2 của Meta
- Gemma 2 của Google
- Phi 3.5 của Microsoft
- Qwen 2.5 của Alibaba
- Granite Code của IBM
- Mistral
- Arctic Embed của Snowflake.

Công cụ này cũng hỗ trợ các mô hình tùy chỉnh do Ollama và những người đóng góp khác trong cộng đồng AI cung cấp. Khi ngày càng nhiều các mô hình mã nguồn mở đa dạng có sẵn trên toàn cầu, nhà phát triển dùng Ollama trên các thiết bị Snapdragon X Series hiện có lợi thế đáng kể khi lựa chọn cả LLM và nền tảng phần cứng. Tìm hiểu thêm về các mô hình được hỗ trợ [tại đây](https://ollama.com/search).

### Bắt đầu

1. Nhấp vào [đây](https://ollama.com/download/OllamaSetup.exe) để tải xuống Ollama cho Windows.
2. Sau khi tải xuống, hãy chạy tệp chương trình.
3. Mở PowerShell ở chế độ quản trị viên và chạy lệnh sau.

> 
> 
> ollama run llama3.2-vision
>         Copy to clipboard

Để biết thêm thông tin về cách bắt đầu, hãy truy cập [Github của Ollama](https://github.com/ollama/ollama). Để biết hướng dẫn về cách tích hợp các dự án Python với Ollama, vui lòng truy cập liên kết sau: [Ollama Python Library](https://github.com/ollama/ollama-python/tree/main).

**Thông tin chi tiết**

Nhấp vào [đây](https://www.qualcomm.com/developer/blog/2024/10/ollama-simplifies-inference-open-sources-models-snapdragon-x-series-devices) để biết thêm chi tiết.

## AnythingLLM

[AnythingLLM](https://anythingllm.com/) là ứng dụng AI toàn diện, dễ sử dụng nhất, có thể thực hiện RAG, AI Agents và nhiều tác vụ khác mà không cần phải lo ngại về mã hoặc cơ sở hạ tầng.

### Chức năng chính

- Hỗ trợ các mô hình tùy chỉnh: Vận hành hoàn toàn cục bộ với nhà cung cấp LLM tích hợp chạy bất kỳ mô hình nào bạn muốn, hoặc tận dụng các mô hình doanh nghiệp từ OpenAI, Azure, AWS, v.v.
- Dùng mọi loại tài liệu: PDF, tài liệu word, CSV, cơ sở dữ liệu mã và nhiều loại tài liệu khác tạo nên doanh nghiệp của bạn - giờ đây bạn có thể sử dụng tất cả. Bạn thậm chí có thể nhập tài liệu từ các vị trí trực tuyến.
- Toàn bộ quyền riêng tư: AnythingLLM đi kèm với các chế độ mặc định hợp lý và chạy cục bộ cho LLM, trình nhúng (embedder), cơ sở dữ liệu vectơ, dung lượng lưu trữ và tác nhân (agent) của bạn. Ứng dụng không chia sẻ bất cứ nội dung gì trừ phi bạn cho phép.
- Bao gồm vô vàn lợi ích và tính năng tích hợp mà không cần viết mã.

> 
> 
> - Mọi LLM, mọi lúc
> - Giao diện đơn giản
> - Mã nguồn mở
> - Có thể tùy chỉnh
> - Nhiều mô hình
> - API tích hợp dành cho nhà phát triển
> - Hệ sinh thái
> - Tập trung vào quyền riêng tư
> - Cục bộ, Riêng tư, Mạnh mẽ
> - Cài đặt bằng một cú nhấp chuột
> - Cục bộ theo mặc định
> - Không cần tài khoản
> - Tương thích trên mọi hệ điều hành
> 
> 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)

### Bắt đầu

1. [Tải xuống](https://cdn.anythingllm.com/latest/AnythingLLMDesktop-Arm64.exe) phiên bản mới nhất của AnythingLLM cho Windows (tương thích với Arm).
2. Sau khi tải xuống, hãy nhấp đúp vào tệp .exe để chạy trình cài đặt. Cài đặt & Mở ứng dụng AnythingLLM.
3. Khi hoàn tất, hãy mở ứng dụng AnythingLLM.
4. Vì AnythingLLM có thể hoạt động với nhiều nhà cung cấp LLM, một trong những bước đầu tiên là **Select Your LLM Preference**. Sau khi chọn nhà cung cấp LLM, bạn có thể thấy danh sách mô hình được hỗ trợ ở cuối. Ví dụ: nếu chọn AnythingLLM NPU làm nhà cung cấp LLM, bạn có thể thấy danh sách các mô hình được hỗ trợ và chọn mô hình quan tâm. Mô hình đã chọn hiển thị là Active. Nhấp vào tiếp theo để tải xuống mô hình cục bộ ở chế độ nền.
5. **Tạo workspace làm việc của bạn**: AnythingLLM sắp xếp các tài liệu của bạn vào nơi gọi là workspace. Workspace giống như một chuỗi hội thoại giúp cho các tài liệu của bạn luôn nằm trong vùng chứa. Bạn có thể chia sẻ tài liệu giữa các workspace, nhưng chúng sẽ không can thiệp lẫn nhau, nhờ đó duy trì được ngữ cảnh sạch sẽ.
6. Bây giờ, bạn có thể bắt đầu cuộc trò chuyện qua lại với mô hình bằng cách sử dụng tùy chọn **Send a Chat**.

### Tùy chọn API

> 
> 
> - [Các tính năng được hỗ trợ](https://docs.anythingllm.com/features/all-features)
> - [Quyền truy cập API](https://docs.anythingllm.com/features/api)

Để biết thêm thông tin về cách bắt đầu với Anything LLM, hãy xem [AnythingLLM Documentation](https://docs.anythingllm.com/).

## Nexa AI SDK

Nexa SDK là một framework suy luận trên thiết bị nâng cao được thiết kế để chạy các model AI ngay trên Hexagon NPU. SDK này hỗ trợ nhiều dạng thức đầu vào, bao gồm văn bản, hình ảnh và âm thanh. Nexa SDK mang đến hiệu suất cao, hỗ trợ triển khai các ứng dụng AI nâng cao trên thiết bị và bao gồm một máy chủ API tương thích với OpenAI.

### Chức năng chính

- Hỗ trợ model [OmniNeural-4B](https://sdk.nexa.ai/model/OmniNeural-4B), một model đa phương thức tương thích với NPU giúp hiểu rõ và xử lý văn bản, giọng nói và hình ảnh cùng nhau.
- Tính năng giải mã có cấu trúc hỗ trợ đầu ra dựa trên JSON, hỗ trợ gọi hàm cho các quy trình làm việc của Agentic AI.
- NexaQuant giảm bớt khoảng 10% mức độ phức tạp thông qua các kỹ thuật lượng tử hóa nâng cao.
- Độ dài ngữ cảnh mở rộng cho phép tạo ra các trình tự dài hơn gấp 2 lần mà không ảnh hưởng đến tốc độ.
- Khả năng tương thích đa nền tảng đảm bảo sự hỗ trợ trên PC, thiết bị di động, hệ thống tự động và nền tảng IoT chạy chip Qualcomm.

Ngoài OmniNeural-4B, Nexa AI SDK còn hỗ trợ nhà phát triển chạy các model tiên tiến như YOLOv12, PaddleOCR v4, LLaMa3.2-3B Turbo và Qwen3-4B (bao gồm các biến thể được tinh chỉnh) trực tiếp trên NPU của Qualcomm, củng cố hơn nữa các khả năng AI hiện đại nhất. Xem Nexa SDK [Model Hub](https://sdk.nexa.ai/model) để biết thêm thông tin.

### Bắt đầu

1. Tải xuống [Trình cài đặt Windows hỗ trợ NPU của Qualcomm](https://nexa-model-hub-bucket.s3.us-west-1.amazonaws.com/public/nexa_sdk/downloads/nexa-cli_windows_arm64.exe) rồi nhấp đúp vào `.exe` để cài đặt Nexa CLI.
2. Tạo một tài khoản tại [Nexa AI SDK](https://sdk.nexa.ai/).
3. Lấy mã thông báo truy cập bằng cách nhấp vào hình đại diện ở góc trên cùng bên phải và chọn **Profile**.

    1. Nhấp vào **Create Token**.
    2. Đặt tên cho token.
    3. Nhấp vào **Create** để tạo một mã thông báo truy cập mới.
4. Mở cửa sổ dòng lệnh và kích hoạt SDK bằng cách chạy lệnh sau:

> 
> 
> nexa config set license '<access_token>'
>         Copy to clipboard

### Suy luận model trên NPU

Việc thực thi model OmniNeural-4B LMM được cung cấp dưới dạng tham chiếu để minh họa quá trình suy luận dựa trên NPU bằng Nexa SDK. Sau khi cài đặt và kích hoạt SDK, hãy chạy lệnh sau để tải xuống và thực thi model OmniNeural-4B trên NPU.

> 
> 
> nexa infer NexaAI/OmniNeural-4B
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![../../_images/Nexa_Output.png](data:image/png;base64,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)

### Câu hỏi thường gặp

- **Nexa SDK hỗ trợ các model nào khác trên NPU?**

> 
> 
> - Nexa hỗ trợ các model hình ảnh, LLM và LMM cho NPU của Qualcomm. Xem [Nexa Model Hub](https://sdk.nexa.ai/model?acceleration=Qualcomm) để chọn và triển khai model cho NPU.
- **Các lệnh có sẵn cho Nexa CLI là gì?**

> 
> 
> - Xem [tài liệu tham khảo về Nexa CLI](https://docs.nexa.ai/nexa-sdk-go/NexaCLI) để biết danh sách tất cả các lệnh CLI có sẵn kèm ví dụ.

**Thông tin chi tiết**

Để biết thêm chi tiết, hãy xem [tài liệu về Nexa SDK](https://docs.nexa.ai/nexa-sdk-go/overview).

Last Published: Dec 16, 2025

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