--- id: "/lab-practices/beginner/page/4/" title: "Lab Practices for beginner learners · page 4" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/lab-practices/beginner/page/4/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Lab Practices for beginner learners [Beginner](/lab-practices/beginner/index.md) [Intermediate](/lab-practices/intermediate/index.md) [Advanced](/lab-practices/advanced/index.md) [Expert](/lab-practices/expert/index.md) 581 resources · page 4 of 19 - ### [Ornith-1](/lab-practices/other-labs/deepreinforce-ornith-github/index.md) Creator not supplied; see original source. Ornith-1 GitHub repo: family of self-improving open-source models for agentic tasks. Not applicable (entity) · unknown · unknown resource · en - ### [DeepSeek GitHub organization](/lab-practices/other-labs/deepseek-github/index.md) Creator not supplied; see original source. DeepSeek GitHub organisation: model code and infrastructure kernels such as FlashMLA, DeepEP and DeepGEMM. Not applicable (entity) · unknown · unknown resource · en - ### [deepseek-ai Hugging Face organization](/lab-practices/other-labs/deepseek-news-v-api-docs-v-deepseek-ai-2/index.md) Creator not supplied; see original source. DeepSeek Hugging Face organisation: model cards and weights for DeepSeek models. Not applicable (entity) · unknown · unknown resource · en - ### [DeepSeek-OCR-2](/lab-practices/other-labs/deepseek-ocr-2/index.md) Creator not supplied; see original source. DeepSeek-OCR-2 GitHub repo: document OCR vision-language model with code and weights. Not applicable (entity) · unknown · unknown resource · mul - ### [DeepSeek-V3](/lab-practices/other-labs/deepseek-v3-technical-repository/index.md) Creator not supplied; see original source. DeepSeek-V3 GitHub repo: 671B-parameter mixture-of-experts model with architecture, evaluation and deployment notes. Not applicable (entity) · unknown · unknown resource · zh - ### [DeepSeek-V4.1-Flash](/lab-practices/other-labs/deepseek-v4-1-flash/index.md) Creator not supplied; see original source. DeepSeek announcement of DeepSeek-V4.1-Flash, a small model in its new architecture with visual understanding. Not applicable (entity) · unknown · unknown resource · en - ### [DeepSeek V4 Pro 0813](/lab-practices/other-labs/deepseek-v4-pro-0813/index.md) Creator not supplied; see original source. Artificial Analysis page for DeepSeek V4 Pro 0813 (DeepSeek): intelligence index, price, output speed and latency compared with other models. Not applicable (entity) · unknown · unknown resource · en - ### [deepset GitHub organization](/lab-practices/other-labs/deepset-github/index.md) Creator not supplied; see original source. deepset GitHub organisation: code for Haystack, the open-source framework for RAG and search pipelines. Not applicable (entity) · unknown · unknown resource · en - ### [deepset Hugging Face organization](/lab-practices/other-labs/deepset-hugging-face/index.md) Creator not supplied; see original source. deepset Hugging Face organisation: question-answering and retrieval models. Not applicable (entity) · unknown · unknown resource · und - ### [deepvk (VK)](/lab-practices/other-labs/deepvk-vk/index.md) Creator not supplied; see original source. deepvk Hugging Face organisation (VK): Russian NLP, speech, retrieval and recommendation models. Not applicable (entity) · unknown · unknown resource · ru - ### [DFKI GitHub organization](/lab-practices/other-labs/dfki-github/index.md) Creator not supplied; see original source. DFKI GitHub organisation: code from the German Research Center for Artificial Intelligence. Not applicable (entity) · unknown · unknown resource · en - ### [DFKI Hugging Face organization](/lab-practices/other-labs/dfki-hugging-face/index.md) Creator not supplied; see original source. DFKI Hugging Face organisation with models and datasets from the German Research Center for AI. Not applicable (entity) · unknown · unknown resource · und - ### [DualPipe](/lab-practices/other-labs/dualpipe/index.md) Creator not supplied; see original source. DeepSeek DualPipe GitHub repo: bidirectional pipeline parallelism algorithm from DeepSeek-V3 training. Not applicable (entity) · unknown · unknown resource · en - ### [ELLIS](/lab-practices/other-labs/ellis/index.md) Creator not supplied; see original source. ELLIS: European network of machine learning research sites, programs and a PhD program. Not applicable (entity) · unknown · unknown resource · en - ### [elyza Hugging Face organization](/lab-practices/other-labs/elyza/index.md) Creator not supplied; see original source. ELYZA Hugging Face organisation: Japanese LLMs and diffusion language models from the University of Tokyo spin-off. Not applicable (entity) · unknown · unknown resource · ja - ### [EmbeddingGemma-300m](/lab-practices/other-labs/embeddinggemma-300m/index.md) Creator not supplied; see original source. Hugging Face model card for google/embeddinggemma-300m, Google's 300M-parameter text embedding model, with weights, usage and license details. Not applicable (entity) · unknown · unknown resource · mul - ### [ERNIE 5.1 (Baidu)](/lab-practices/other-labs/ernie-5-1-baidu/index.md) Creator not supplied; see original source. Baidu ERNIE blog: releases and technical notes for ERNIE models, including ERNIE 5.1. Not applicable (entity) · unknown · unknown resource · zh|en - ### [ERNIE and ERNIEKit](/lab-practices/other-labs/ernie-and-erniekit/index.md) Creator not supplied; see original source. PaddlePaddle ERNIE GitHub repo: official ERNIE 4.5 models and the ERNIEKit development toolkit. Not applicable (entity) · unknown · unknown resource · zh - ### [EuroHPC AI Factories](/lab-practices/other-labs/eurohpc-ai-factories/index.md) Creator not supplied; see original source. EuroHPC Joint Undertaking AI Factories page: hubs using EU supercomputers for AI model development. Not applicable (entity) · unknown · unknown resource · en - ### [EuroLLM-22B-Instruct-2512 (UTTER, EU-funded)](/lab-practices/other-labs/eurollm-22b-instruct-2512-utter-eu-funded/index.md) Creator not supplied; see original source. Hugging Face model card for utter-project/EuroLLM-22B-Instruct-2512, the EU-funded UTTER project's 22B multilingual European instruction model, with weights, usage and license details. Not applicable (entity) · unknown · unknown resource · eu|mul - ### [EuroLLM (UTTER) HF](/lab-practices/other-labs/eurollm-utter-hf/index.md) Creator not supplied; see original source. UTTER project Hugging Face organisation: EuroLLM multilingual models and speech resources. Not applicable (entity) · unknown · unknown resource · und - ### [EvolutionaryScale](/lab-practices/other-labs/evolutionaryscale-esm3-site/index.md) Creator not supplied; see original source. EvolutionaryScale: company behind the ESM3 protein language model for protein understanding and design. Not applicable (entity) · unknown · unknown resource · en - ### [EXAONE 4.5 33B (LG)](/lab-practices/other-labs/exaone-4-5-33b-lg/index.md) Creator not supplied; see original source. Hugging Face model card for LG EXAONE 4.5 33B: weights, usage and evaluation results. Not applicable (entity) · unknown · unknown resource · ko|en - ### [EXAONE technical repositories](/lab-practices/other-labs/exaone-technical-repositories/index.md) Creator not supplied; see original source. LG AI EXAONE GitHub organisation: EXAONE model code, technical resources and Korean benchmarks. Not applicable (entity) · unknown · unknown resource · ko - ### [ÚFAL GitHub organization](/lab-practices/other-labs/fal-code-organization/index.md) Creator not supplied; see original source. ÚFAL GitHub organisation (Charles University): code for Czech and multilingual NLP such as UDPipe. Not applicable (entity) · unknown · unknown resource · en - ### [ufal Hugging Face organization](/lab-practices/other-labs/fal-models-and-datasets/index.md) Creator not supplied; see original source. ÚFAL Hugging Face organisation (Charles University): Czech and multilingual NLP models and datasets. Not applicable (entity) · unknown · unknown resource · und - ### [ÚFAL](/lab-practices/other-labs/fal-news-and-events/index.md) Creator not supplied; see original source. ÚFAL site (Charles University): Institute of Formal and Applied Linguistics news and projects. Not applicable (entity) · unknown · unknown resource · en - ### [Falcon-H1R-7B (TII)](/lab-practices/other-labs/falcon-h1r-7b-tii/index.md) Creator not supplied; see original source. Hugging Face model card for tiiuae/Falcon-H1R-7B-FP8, TII's 7B Falcon-H1R hybrid reasoning model in FP8, with weights, usage and license details. Not applicable (entity) · unknown · unknown resource · ar|mul - ### [Falcon Perception (TII)](/lab-practices/other-labs/falcon-perception-tii/index.md) Creator not supplied; see original source. arXiv paper (PDF, March 2026) describing TII's Falcon Perception model. Not applicable (entity) · unknown · unknown resource · und - ### [FashionNetwork: Vogue US backlash over Guess ad with AI model](/lab-practices/other-labs/fashionnetwork-vogue-us-backlash-over-guess-ad-with-ai-model/index.md) Creator not supplied; see original source. FashionNetwork report on backlash after Vogue US ran a Guess ad featuring an AI-generated model. Not applicable (entity) · unknown · unknown resource · en - ### [FashionUnited: H&M to create AI "twins" of models](/lab-practices/other-labs/fashionunited-h-m-to-create-ai-twins-of-models/index.md) Creator not supplied; see original source. FashionUnited report on H&M creating AI digital twins of fashion models for campaigns. Not applicable (entity) · unknown · unknown resource · en - ### [Figure Helix](/lab-practices/other-labs/figure-helix/index.md) Creator not supplied; see original source. Figure AI post introducing Helix, a vision-language-action model for humanoid robot control. 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