https://tegridydev.com/blog/Writing by tegridydev: blogenhttps://huggingface.co/blog/tegridydev/research-papers-datasetHow and why I built the research papers dataset.https://huggingface.co/blog/tegridydev/research-papers-datasetSat, 23 May 2026 00:00:00 +0000https://tegridydev.com/blog/model-interpretability/what-a-model-map-can-show/Read a model map without confusing architecture, measured activations and causal evidence, using a local viewer and explicit capture provenance.urn:tegridy:blog/what-a-model-map-can-showhttps://tegridydev.com/blog/knowledge/xanadu-linked-documents/Keep document versions, passage spans and link identities intact through export and import, including Unicode text and historical source references.urn:tegridy:blog/xanadu-linked-documentshttps://tegridydev.com/blog/knowledge/sorting-notes-without-rewriting-history/Create a useful reading copy of research notes while preserving original files, duplicate relationships, conflicting versions and attribution.urn:tegridy:blog/sorting-notes-without-rewriting-historyhttps://tegridydev.com/blog/knowledge/knowledge-bases-that-help-with-real-work/Organise a technical knowledge base around the next useful check, with source evidence, device time and receipt time kept distinct.urn:tegridy:blog/knowledge-bases-that-help-with-real-workhttps://tegridydev.com/blog/knowledge/embeddings-need-a-contract/Record model revisions, pooling and normalisation beside embeddings, then compare retrieval methods without mistaking equal dimensions for compatibility.urn:tegridy:blog/embeddings-need-a-contracthttps://tegridydev.com/blog/developer-tools/research-without-losing-the-question/Turn an AI research question into a baseline, measurable test and evidence record without letting reading lists and architecture ideas replace the question.urn:tegridy:blog/research-without-losing-the-questionhttps://tegridydev.com/blog/datasets/synthetic-data-generation-and-quality/Generate synthetic examples from checkable source facts, validate answers independently and split parent records before producing related variants.urn:tegridy:blog/synthetic-data-generation-and-qualityhttps://tegridydev.com/blog/datasets/pdf-extraction-and-markdown/Check whether PDF extraction preserves page evidence, reading order and meaning, and identify when native text extraction needs an OCR alternative.urn:tegridy:blog/pdf-extraction-and-markdownhttps://tegridydev.com/blog/datasets/paper-and-book-collection/Keep selection, acquisition and reading separate in a research collection, with source versions and the question behind each saved paper or book.urn:tegridy:blog/paper-and-book-collectionhttps://tegridydev.com/blog/datasets/dataset-discovery-and-preparation/Clean datasets with explicit row accounting, preserved identifiers, conflict quarantine and reproducible splits rather than silent type conversion.urn:tegridy:blog/dataset-discovery-and-preparationhttps://tegridydev.com/blog/applications/lead-extraction-and-cleaning/Turn saved text into contact fields while keeping each value attached to its source passage and separating extraction from verification.urn:tegridy:blog/lead-extraction-and-cleaninghttps://tegridydev.com/blog/applications/image-conversion-resizing-and-privacy/Choose image dimensions, fit rules and file size limits, then check the actual output and metadata instead of relying on format assumptions.urn:tegridy:blog/image-conversion-resizing-and-privacyhttps://tegridydev.com/blog/applications/discord-log-export-and-field-extraction-toolkit/Process saved chat JSON into traceable fields while preserving message IDs, edits, timestamps and source pages. This is an offline export workflow.urn:tegridy:blog/discord-log-export-and-field-extraction-toolkithttps://tegridydev.com/blog/agents/minecraft-time-with-astra/A personal browser game experiment with one playable original, successive screenshots and notes on the Astra and Codex revisions.urn:tegridy:blog/minecraft-time-with-astrahttps://tegridydev.com/blog/agents/botsim-local-community/Explore scheduling, memory and restart behaviour in a small local agent community, with deterministic fixture checks kept separate from live model behaviour.urn:tegridy:blog/botsim-local-communityhttps://huggingface.co/blog/tegridydev/open-source-ai-agents-directoryMy directory of open source AI agent projects.https://huggingface.co/blog/tegridydev/open-source-ai-agents-directoryFri, 21 Feb 2025 00:00:00 +0000https://huggingface.co/blog/tegridydev/fine-tuning-dev-intro-2025A plain English intro to fine tuning.https://huggingface.co/blog/tegridydev/fine-tuning-dev-intro-2025Sun, 16 Feb 2025 00:00:00 +0000https://huggingface.co/blog/tegridydev/llm-dataset-formats-101-hugging-faceA plain guide to common dataset formats.https://huggingface.co/blog/tegridydev/llm-dataset-formats-101-hugging-faceSat, 01 Feb 2025 00:00:00 +0000