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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 25 of 27

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### [Using GPT-6 (OpenAI API)](/lab-practices/other-labs/using-gpt-6-latest-model-guide/index.md)

Creator not supplied; see original source.

OpenAI guide to using its GPT-6 model family for reasoning, coding and tool use, with migration notes.

Intermediate · unknown · unknown resource · en 

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### [Vercel agent-skills](/lab-practices/other-labs/vercel-agent-skills/index.md)

Creator not supplied; see original source.

Vercel agent-skills GitHub repo: collection of skills for AI coding agents from Vercel.

Intermediate · unknown · unknown resource · en 

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### [Vikhr-Nemo-12B-Instruct-R-21-09-24 README](/lab-practices/other-labs/vikhr-research-paper-v-model-documentation-2/index.md)

Creator not supplied; see original source.

English README of the Vikhr-Nemo-12B-Instruct model on Hugging Face, a Russian-English instruction-tuned model.

Intermediate–Advanced · unknown · unknown resource · zh 

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### [World Labs Research & Insights](/lab-practices/other-labs/world-labs-blog/index.md)

Creator not supplied; see original source.

World Labs blog with research posts on spatial intelligence and 3D world generation.

Intermediate · unknown · unknown resource · en 

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### [xAI / Grok API docs](/lab-practices/xai/xai-xai-grok-api-docs/index.md)

by [xAI](https://docs.x.ai/overview)

The official entry point for Grok API capabilities and integration guides.

Intermediate · West · closed resource · en 

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### [Xiaomi MiMo docs: Deep thinking](/lab-practices/other-labs/xiaomi-mimo-deep-thinking-and-multi-turn-tool-use-guide/index.md)

Creator not supplied; see original source.

Xiaomi MiMo API guide on deep thinking mode and multi-turn tool use, with runnable examples.

Intermediate · unknown · unknown resource · en 

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### [Yandex AI Studio SDK](/lab-practices/other-labs/yandex-ai-studio-sdk/index.md)

by [Yandex Cloud](https://github.com/yandex-cloud/yandex-cloud-ml-sdk)

Use the official Python client to understand YandexGPT integrations.

Intermediate · RU · closed resource · en 

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

Creator not supplied; see original source.

Yandex company blog on Habr with Russian-language engineering posts, including YandexGPT and AI code review.

Intermediate · unknown · unknown resource · ru 

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### [Yandex/YandexGPT](/lab-practices/other-labs/yandex-yandexgpt-release-publication-v-yandexgpt-quickstart/index.md)

Creator not supplied; see original source.

Yandex press release announcing YandexGPT 4 language models and their reasoning improvements.

Intermediate–Advanced · unknown · unknown resource · en 

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### [GLM-5.2 (Z.ai)](/lab-practices/other-labs/zhipu-glm-z-ai-research-article-v-model-guide-v-zai-org/index.md)

Creator not supplied; see original source.

Z.ai blog post for GLM-5.2, Zhipu's model release with capabilities and benchmark details.

Intermediate · unknown · unknown resource · en 

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### [Z.AI Developer Document: GLM-5.2 Overview](/lab-practices/other-labs/zhipu-glm-z-ai-research-article-v-model-guide-v-zai-org-2/index.md)

Creator not supplied; see original source.

Z.ai documentation overview for the GLM-5.2 model: capabilities, usage and API parameters.

Intermediate · unknown · unknown resource · en 

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### [Z.ai developer docs](/lab-practices/chinese-labs/zhipu-z-ai-z-ai-developer-docs/index.md)

by [Zhipu / Z.ai](https://docs.z.ai/guides/overview/quick-start)

An official starting point for accessing Z.ai's GLM service.

Intermediate · CN · closed resource · en 

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### [Lessons Learned from GPT-SW3: Building the First Large-Scale Generative Language Model for Swedish](/lab-practices/other-labs/ai-sweden-papers/index.md)

Creator not supplied; see original source.

LREC 2022 paper by AI Sweden on lessons from building GPT-SW3, a large generative model for Swedish.

Advanced–Expert · unknown · unknown resource · en 

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### [Yi: Open Foundation Models by 01.AI](/lab-practices/other-labs/ai-tech-blog-u-yi-paper-v-legacy-api-docs-v/index.md)

Creator not supplied; see original source.

arXiv paper (2024) describing the Yi open foundation models from 01.AI.

Advanced–Expert · unknown · unknown resource · en 

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### [Aleph Alpha Kolibri technical report](/lab-practices/other-labs/aleph-alpha-kolibri-de-paper/index.md)

Creator not supplied; see original source.

Aleph Alpha technical report (PDF) on its language models.

Advanced–Expert · unknown · unknown resource · und 

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### [ALLaM official model card](/lab-practices/other-labs/allam-official-model-card/index.md)

Creator not supplied; see original source.

Model card for ALLaM-7B-Instruct-preview, an Arabic-English model from SDAIA's National Center for AI.

Advanced · unknown · unknown resource · en 

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

Creator not supplied; see original source.

Anthropic Engineering blog: first-hand posts on building agents, tool use, evals, Claude Code and infrastructure.

Advanced · unknown · unknown resource · en 

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### [Anthropic Research](/lab-practices/other-labs/anthropic-research/index.md)

Creator not supplied; see original source.

Anthropic research index with papers and posts on alignment, interpretability, societal impacts and frontier red-teaming.

Advanced · unknown · unknown resource · en 

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

Creator not supplied; see original source.

Arcee AI's Hugging Face organisation page with its compact and specialised model checkpoints.

Advanced · unknown · unknown resource · en 

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### [Ascend CANN](/lab-practices/other-labs/ascend-cann/index.md)

Creator not supplied; see original source.

Huawei Ascend CANN page: heterogeneous compute architecture and programming interfaces for Ascend AI processors (in Chinese).

Advanced · unknown · unknown resource · zh 

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### [August 2026 Risk Report (Anthropic)](/lab-practices/other-labs/august-2026-risk-report/index.md)

Creator not supplied; see original source.

Anthropic August 2026 Risk Report published under its Responsible Scaling Policy.

Advanced · unknown · unknown resource · en 

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

Creator not supplied; see original source.

Baichuan 2 technical report (PDF) describing Baichuan's open bilingual language models.

Advanced–Expert · unknown · unknown resource · zh 

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### [BAIR blog](/lab-practices/other-labs/bair-blog/index.md)

Creator not supplied; see original source.

Berkeley Artificial Intelligence Research (BAIR) blog with research posts from UC Berkeley AI labs.

Advanced · unknown · unknown resource · en 

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### [Announcing 1-bit Bonsai (PrismML)](/lab-practices/other-labs/bonsai-1-bit/index.md)

Creator not supplied; see original source.

PrismML announcement of 1-bit Bonsai, 1-bit quantised LLMs designed to run on local devices.

Advanced · unknown · unknown resource · en 

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### [Salamandra Technical Report](/lab-practices/other-labs/bsc-salamandra-technical-report/index.md)

Creator not supplied; see original source.

arXiv paper (2025) Salamandra Technical Report from the Barcelona Supercomputing Center on its multilingual models.

Advanced–Expert · unknown · unknown resource · en 

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### [BUT System for the MLC-SLM Challenge](/lab-practices/other-labs/but-speech-fit-mlc-slm-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2025) describing the Brno University of Technology system for the MLC-SLM speech challenge.

Advanced–Expert · unknown · unknown resource · en 

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### [ByteDance Seed](/lab-practices/other-labs/bytedance-seed-site/index.md)

Creator not supplied; see original source.

ByteDance Seed site: research team page with papers, blog and model releases such as Seedance and Seedream.

Advanced · unknown · unknown resource · en 

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### [DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters](/lab-practices/other-labs/danish-foundation-models-papers/index.md)

Creator not supplied; see original source.

arXiv paper (2026) describing DFM Mimir v1, a 1B-parameter Danish open model.

Advanced–Expert · unknown · unknown resource · en 

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### [DeepSeek-V3 Technical Report](/lab-practices/other-labs/deepseek-v3-technical-report/index.md)

Creator not supplied; see original source.

arXiv paper (2024) DeepSeek-V3 Technical Report: MLA attention, DeepSeekMoE and FP8 training.

Advanced · unknown · unknown resource · en 

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### [deepset (German’s Next Language Model)](/lab-practices/other-labs/deepset-german-s-next-language-model/index.md)

Creator not supplied; see original source.

arXiv HTML version of deepset's German's Next Language Model paper (2020) on GBERT and GELECTRA.

Advanced–Expert · unknown · unknown resource · en 

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### [Eval awareness in Claude Opus 4.6's BrowseComp performance](/lab-practices/other-labs/eval-awareness-in-claude-opus-4-6-s-browsecomp-performance/index.md)

Creator not supplied; see original source.

Anthropic engineering post on Claude Opus 4.6 showing evaluation awareness on the BrowseComp benchmark.

Advanced · unknown · unknown resource · en 

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### [ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5](/lab-practices/other-labs/fal-multilexnorm-paper/index.md)

Creator not supplied; see original source.

arXiv paper (2021) describing ÚFAL's system for multilingual lexical normalisation at MultiLexNorm 2021.

Advanced–Expert · unknown · unknown resource · en 

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