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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 20 of 27

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### [BIFOLD Publications](/lab-practices/other-labs/bifold-publications/index.md)

Creator not supplied; see original source.

BIFOLD publications page listing papers from the Berlin Institute for the Foundations of Learning and Data.

Intermediate–Advanced · unknown · unknown resource · de 

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### [Black Forest Labs documentation](/lab-practices/other-labs/black-forest-labs-documentation/index.md)

Creator not supplied; see original source.

Black Forest Labs quick start: introduction to calling FLUX models through the BFL API.

Intermediate · unknown · unknown resource · en 

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### [BSC News](/lab-practices/other-labs/bsc-news/index.md)

Creator not supplied; see original source.

Barcelona Supercomputing Center news page, covering its AI and computing research including Spanish language models.

Intermediate · unknown · unknown resource · en 

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### [ByteDance Seed Blog](/lab-practices/other-labs/bytedance-seed-technical-blog-v-official-cookbook-v-byted/index.md)

Creator not supplied; see original source.

ByteDance Seed blog with research posts and model releases from ByteDance's foundation model team.

Intermediate · unknown · unknown resource · en 

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### [Cambridge Machine Learning Group Publications](/lab-practices/other-labs/cambridge-mlg-publications/index.md)

Creator not supplied; see original source.

Cambridge Machine Learning Group publications list covering its probabilistic machine learning research papers.

Intermediate–Advanced · unknown · unknown resource · und 

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### [Claude platform documentation](/lab-practices/other-labs/claude-platform-documentation/index.md)

Creator not supplied; see original source.

Claude Platform documentation home: API, models, tool use and production deployment reference.

Intermediate · unknown · unknown resource · en 

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### [Claude prompting best practices](/lab-practices/other-labs/claude-prompting-best-practices/index.md)

Creator not supplied; see original source.

Anthropic documentation on prompting best practices for current Claude models: clarity, examples, XML structure and thinking.

Intermediate · unknown · unknown resource · en 

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### [Cohere Documentation](/lab-practices/other-labs/cohere-docs/index.md)

Creator not supplied; see original source.

Cohere documentation with guides and API reference for its generation, embedding, reranking and retrieval models.

Intermediate · unknown · unknown resource · en 

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### [TRL Lab News](/lab-practices/other-labs/cwi-trl-lab-news/index.md)

Creator not supplied; see original source.

News page of the Table Representation Learning Lab at CWI Amsterdam.

Intermediate · unknown · unknown resource · en 

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### [TRL Lab Publications](/lab-practices/other-labs/cwi-trl-lab-publications/index.md)

Creator not supplied; see original source.

Publications list of the Table Representation Learning Lab at CWI Amsterdam.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Danish Foundation Models News](/lab-practices/other-labs/danish-foundation-models-news/index.md)

Creator not supplied; see original source.

Danish Foundation Models news page on open Danish language models, datasets and benchmarks.

Intermediate · unknown · unknown resource · en 

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### [DeepL blog](/lab-practices/other-labs/deepl-blog/index.md)

Creator not supplied; see original source.

DeepL blog with posts on language AI, machine translation research and DeepL product releases.

Intermediate · unknown · unknown resource · en 

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### [Ornith AI](/lab-practices/other-labs/deepreinforce-ornith-blog/index.md)

Creator not supplied; see original source.

Ornith AI website from DeepReinforce, the home page for its Ornith models.

Intermediate · unknown · unknown resource · en 

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### [DeepSeek API Change Log](/lab-practices/other-labs/deepseek-api-change-log/index.md)

Creator not supplied; see original source.

DeepSeek API change log listing model updates, version retirements and API changes by date.

Intermediate · unknown · unknown resource · en 

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### [DeepSeek API Docs](/lab-practices/chinese-labs/deepseek-deepseek-api-docs/index.md)

by [DeepSeek](https://api-docs.deepseek.com/)

Start a DeepSeek API integration from the provider's own documentation.

Intermediate · CN · closed resource · en 

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### [DeepSeek on GitHub (model repos, tech reports, open-infra-index)](/lab-practices/chinese-labs/deepseek-deepseek-on-github/index.md)

by [DeepSeek](https://github.com/deepseek-ai)

A first-party directory of DeepSeek repositories.

Intermediate · CN · closed resource · en 

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### [DeepSeek API Docs](/lab-practices/other-labs/deepseek-docs/index.md)

Creator not supplied; see original source.

DeepSeek API documentation: first API call, OpenAI- and Anthropic-compatible endpoints, models and integration guides.

Intermediate · unknown · unknown resource · en 

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### [DeepSeek-V4.1-Flash-1017 release note](/lab-practices/other-labs/deepseek-news-v-api-docs-v-deepseek-ai/index.md)

Creator not supplied; see original source.

DeepSeek release note for DeepSeek-V4.1-Flash-1017, describing changes in benchmarks, speed and output length.

Intermediate–Advanced · unknown · unknown resource · en 

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### [@deepseek_ai (DeepSeek)](/lab-practices/other-labs/deepseek-news-v-api-docs-v-deepseek-ai-3/index.md)

Creator not supplied; see original source.

Official X account of DeepSeek (@deepseek_ai), used for model and API release announcements.

Intermediate–Advanced · unknown · unknown resource · en 

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### [DeepSeek-V4 HF collection](/lab-practices/other-labs/deepseek-v4-hf-collection/index.md)

Creator not supplied; see original source.

DeepSeek-V4 collection on Hugging Face listing V4 and V4.1 base, Flash and Pro checkpoints.

Intermediate · unknown · unknown resource · en 

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### [DeepSeek-V4 launch roundup (smol.ai)](/lab-practices/other-labs/deepseek-v4-launch-roundup-smol-ai/index.md)

Creator not supplied; see original source.

smol.ai AINews issue on the DeepSeek-V4 launch: model sizes, context length and license.

Intermediate · unknown · unknown resource · en 

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

Creator not supplied; see original source.

deepset blog on RAG, AI agents and context engineering from the company behind the Haystack framework.

Intermediate · unknown · unknown resource · en 

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### [DFKI Interactive Machine Learning Lab news](/lab-practices/other-labs/dfki-iml-news/index.md)

Creator not supplied; see original source.

News page of DFKI's Interactive Machine Learning Lab.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Fraunhofer IAIS](/lab-practices/other-labs/fraunhofer-iais-news/index.md)

Creator not supplied; see original source.

Fraunhofer IAIS homepage: German applied research institute for AI and machine learning, behind OpenGPT-X work.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Fraunhofer IAIS Publications](/lab-practices/other-labs/fraunhofer-iais-publications/index.md)

Creator not supplied; see original source.

Fraunhofer IAIS publications page with downloadable whitepapers, studies and articles.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Freiburg ML Lab publications](/lab-practices/other-labs/freiburg-ml-lab-publications/index.md)

Creator not supplied; see original source.

Publications list of the University of Freiburg Machine Learning Lab, known for AutoML research.

Intermediate–Advanced · unknown · unknown resource · en 

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### [Gemini API documentation](/lab-practices/other-labs/gemini-api-documentation/index.md)

Creator not supplied; see original source.

Gemini API documentation with model reference, guides, API reference and migration notes.

Intermediate · unknown · unknown resource · en 

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### [Gemini CLI skills docs](/lab-practices/other-labs/gemini-cli-skills-docs/index.md)

Creator not supplied; see original source.

Gemini CLI documentation on Agent Skills: adding SKILL.md skills to Google's command-line coding agent.

Intermediate · unknown · unknown resource · en 

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### [AIDA Research Group blog (Ghent University)](/lab-practices/other-labs/ghent-aida-blog/index.md)

Creator not supplied; see original source.

Blog of Ghent University's AIDA group, covering its research in artificial intelligence and data analytics.

Intermediate · unknown · unknown resource · und 

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### [AIDA Research Group publications (Ghent University)](/lab-practices/other-labs/ghent-aida-publications-and-research-output/index.md)

Creator not supplied; see original source.

Ghent University AIDA group page listing its publications in AI and data analytics.

Intermediate–Advanced · unknown · unknown resource · und 

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### [GigaChat documentation](/lab-practices/other-labs/gigachat-documentation/index.md)

Creator not supplied; see original source.

GigaChat API guides in Russian covering functions, image generation and prompt writing for Sber's models.

Intermediate · unknown · unknown resource · ru 

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### [Gladia documentation](/lab-practices/other-labs/gladia-speech-to-text-and-audio-intelligence-documentation/index.md)

Creator not supplied; see original source.

Gladia documentation: speech-to-text API for real-time and asynchronous transcription with audio intelligence features.

Intermediate · unknown · unknown resource · en 

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