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# Lab Practices

Find first-party documentation, repositories and engineering accounts.

- [Anthropic](/lab-practices/anthropic/index.md) (2)

- [Openai](/lab-practices/openai/index.md) (1)

- [Google Deepmind](/lab-practices/google-deepmind/index.md) (2)

- [Xai](/lab-practices/xai/index.md) (1)

- [Meta](/lab-practices/meta/index.md) (1)

- [Chinese Labs](/lab-practices/chinese-labs/index.md) (11)

- [Other Labs](/lab-practices/other-labs/index.md) (829)

[Beginner](/lab-practices/beginner/index.md) [Intermediate](/lab-practices/intermediate/index.md) [Advanced](/lab-practices/advanced/index.md) [Expert](/lab-practices/expert/index.md)

847 resources · page 19 of 27

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### [Apertus](/lab-practices/other-labs/swiss-ai-apertus-site/index.md)

Creator not supplied; see original source.

Apertus site: fully open foundation model developed by EPFL, ETH Zurich and CSCS under the Swiss AI Initiative.

Beginner–Expert · unknown · unknown resource · en 

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### [Tencent Cloud Hunyuan API docs](/lab-practices/other-labs/tencent-cloud-hunyuan-api-docs/index.md)

Creator not supplied; see original source.

Tencent Cloud Hunyuan documentation: text, image and embedding APIs, including an OpenAI-compatible interface (in Chinese).

Beginner · unknown · unknown resource · zh 

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### [Volcano Engine Ark docs (Doubao API)](/lab-practices/other-labs/volcano-engine-ark-docs-doubao-api/index.md)

Creator not supplied; see original source.

Volcano Engine Ark documentation: ByteDance's model platform and API for Doubao models (in Chinese).

Beginner · unknown · unknown resource · zh 

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### [Z.ai (zhipuai.cn)](/lab-practices/other-labs/zhipu-corporate-site/index.md)

Creator not supplied; see original source.

Zhipu AI (Z.ai) corporate site with company news and products such as AutoClaw and AutoGLM.

Beginner · unknown · unknown resource · en|zh 

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### [Z.AI Developer Documentation](/lab-practices/other-labs/zhipu-z-ai-glm-docs/index.md)

Creator not supplied; see original source.

Z.ai developer documentation for Zhipu's GLM model API, with quickstart and llms.txt index.

Beginner · unknown · unknown resource · en 

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### [AAU NLP News & milestones](/lab-practices/other-labs/aau-nlp-aalborg-news/index.md)

Creator not supplied; see original source.

AAU NLP news page from Aalborg University listing research, papers, projects and events of the NLP group.

Intermediate · unknown · unknown resource · en 

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### [AAU NLP Publications](/lab-practices/other-labs/aau-nlp-aalborg-papers/index.md)

Creator not supplied; see original source.

AAU NLP publications page listing papers by Aalborg University's NLP group.

Intermediate–Advanced · unknown · unknown resource · en 

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### [ADAPT Centre News and Events](/lab-practices/other-labs/adapt-centre-news/index.md)

Creator not supplied; see original source.

ADAPT Centre news and events archive, the Irish research centre for AI-driven digital content technology.

Intermediate · unknown · unknown resource · en 

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### [ADAPT Centre Publications](/lab-practices/other-labs/adapt-centre-publication-index/index.md)

Creator not supplied; see original source.

ADAPT Centre publications index listing research papers from the Irish AI and digital content research centre.

Intermediate · unknown · unknown resource · en 

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### [GigaChat Python SDK](/lab-practices/other-labs/ai-forever-gigachat-sdk/index.md)

by [GigaChain / AI Forever](https://github.com/ai-forever/gigachat)

An SDK reference for calling the GigaChat service from Python.

Intermediate · RU · open resource · en 

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### [GPT-SW3 (AI Sweden)](/lab-practices/other-labs/ai-sweden-project-updates/index.md)

Creator not supplied; see original source.

AI Sweden project page for GPT-SW3, a large generative language model for the Nordic languages.

Intermediate–Advanced · unknown · unknown resource · en 

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### [01.AI API Platform documentation](/lab-practices/other-labs/ai-tech-blog-u-yi-paper-v-legacy-api-docs-v-2/index.md)

Creator not supplied; see original source.

01.AI API platform documentation for using its Yi models.

Intermediate–Advanced · unknown · unknown resource · en 

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### [@01ai_yi (01.AI)](/lab-practices/other-labs/ai-tech-blog-u-yi-paper-v-legacy-api-docs-v-4/index.md)

Creator not supplied; see original source.

X account of 01.AI (@01AI_Yi), the Chinese company behind the Yi language models.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Ai2 blog](/lab-practices/other-labs/ai2-blog/index.md)

Creator not supplied; see original source.

Ai2 blog with research posts and releases from the Allen Institute for AI, including OLMo and Tülu models.

Intermediate · unknown · unknown resource · en 

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### [AIRI on Habr](/lab-practices/other-labs/airi-on-habr/index.md)

Creator not supplied; see original source.

AIRI company blog on Habr: Russian-language posts by researchers at the Artificial Intelligence Research Institute.

Intermediate–Advanced · unknown · unknown resource · ru 

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### [Kolibri Has Landed: A Sovereign Open-Weight Model (Aleph Alpha)](/lab-practices/other-labs/aleph-alpha-kolibri-de-blog/index.md)

Creator not supplied; see original source.

Aleph Alpha post introducing Kolibri, an English-German open-weight mixture-of-experts model with 78B total and 3B active parameters.

Intermediate · unknown · unknown resource · en 

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### [Amazon Nova 2 prompt engineering guide](/lab-practices/other-labs/amazon-nova-2-prompt-engineering-guide/index.md)

Creator not supplied; see original source.

Amazon Nova 2 prompt engineering guide for writing prompts across use cases and input types.

Intermediate · unknown · unknown resource · en 

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### [Amazon Nova documentation](/lab-practices/other-labs/amazon-nova-docs/index.md)

Creator not supplied; see original source.

Amazon Nova documentation index covering Nova 2.0 models for multimodal understanding, generation and speech.

Intermediate–Advanced · unknown · unknown resource · en 

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### [What is Amazon Nova? (Amazon Nova User Guide)](/lab-practices/other-labs/amazon-nova-documentation/index.md)

Creator not supplied; see original source.

Amazon Nova user guide: overview of Nova multimodal, content-creation and speech-to-speech models on Amazon Bedrock.

Intermediate · unknown · unknown resource · en 

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### [Amazon Nova prompting best practices (v1)](/lab-practices/other-labs/amazon-nova-prompting-best-practices-v1/index.md)

Creator not supplied; see original source.

Amazon Nova prompting best practices for first-generation Nova understanding models such as Micro, Lite and Pro.

Intermediate · unknown · unknown resource · en 

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### [AMLab Blog](/lab-practices/other-labs/amsterdam-amlab-blog/index.md)

Creator not supplied; see original source.

Blog of the Amsterdam Machine Learning Lab at the University of Amsterdam, covering its research.

Intermediate · unknown · unknown resource · en 

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### [AMLab Publications](/lab-practices/other-labs/amsterdam-amlab-publications/index.md)

Creator not supplied; see original source.

Publications page of the Amsterdam Machine Learning Lab at the University of Amsterdam.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Anthropic Engineering blog](/lab-practices/anthropic/anthropic-anthropic-engineering-blog/index.md)

by [Anthropic](https://www.anthropic.com/engineering)

Find first-party accounts of engineering decisions behind Claude systems.

Intermediate · West · closed resource · en 

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### [Claude Cookbooks](/lab-practices/anthropic/anthropic-claude-cookbooks/index.md)

by [Anthropic](https://github.com/anthropics/claude-cookbooks)

Code recipes for integrating Claude capabilities into applications.

Intermediate · West · open resource · en 

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### [Claude Platform Docs](/lab-practices/other-labs/anthropic-docs/index.md)

Creator not supplied; see original source.

Claude Platform documentation home with API reference, model information and guides for building with Claude.

Intermediate–Advanced · unknown · unknown resource · en 

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### [anthropics/skills](/lab-practices/other-labs/anthropic-skills/index.md)

Creator not supplied; see original source.

Anthropic skills GitHub repo: public Agent Skills examples and the skill specification.

Intermediate · unknown · unknown resource · en 

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### [anthropics/claude-plugins-official](/lab-practices/other-labs/anthropics-claude-plugins-official/index.md)

Creator not supplied; see original source.

Anthropic claude-plugins-official GitHub repo: Anthropic-managed directory of Claude Code plugins.

Intermediate · unknown · unknown resource · en 

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### [Arcee AI blog](/lab-practices/other-labs/arcee-ai-blog/index.md)

Creator not supplied; see original source.

Arcee AI blog with articles, case studies and model release notes from the small-language-model company.

Intermediate · unknown · unknown resource · en 

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### [BAAI (智源研究院)](/lab-practices/other-labs/baai-2/index.md)

Creator not supplied; see original source.

BAAI English site: Beijing Academy of Artificial Intelligence, a state-backed institute behind the Emu, BGE and Aquila models.

Intermediate · unknown · unknown resource · zh|en 

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### [Baichuan API documentation](/lab-practices/other-labs/baichuan-technical-report-v-api-v-baic-2/index.md)

Creator not supplied; see original source.

Baichuan API documentation for its language models, with search augmentation and enterprise knowledge bases (in Chinese).

Intermediate–Advanced · unknown · unknown resource · en 

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### [ERNIE Blog](/lab-practices/other-labs/baidu-ernie-blog/index.md)

Creator not supplied; see original source.

Baidu ERNIE Blog: announcements and technical posts on ERNIE models.

Intermediate · unknown · unknown resource · zh 

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### [ERNIE Blog: Posts](/lab-practices/other-labs/baidu-ernie-ernie-blog-v-erniekit-guide/index.md)

Creator not supplied; see original source.

Baidu ERNIE blog with release posts and technical details for ERNIE models.

Intermediate · unknown · unknown resource · en 

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