Firehose wrap-up for October 2026

Public projects created in October 2026: 72 repos, 35 datasets and 13 models across 19 days.

GitHub Repositories

72 repos created

Datasets

35 datasets created

Tech Sentences 14 October 2026 · Hugging Face · Audio dataset Dictation-style English sentences dense in software, DevOps, cloud, self-hosting and AI vocabulary (product names, CLI tools, acronyms, model names), read aloud by one speaker.
Inventory Spec Lines 15 October 2026 · Hugging Face · Training dataset 14,426 product-specification lines from a real household inventory (cables, adapters, tools, electronics, household goods), each labelled with spans for a fixed set of 25 attributes (vocabulary v2):...
Voice Notes 15 October 2026 · Hugging Face · Evaluation dataset Real voice-note transcripts from one person's Voicenotes export (April 2026), filtered for privacy, for evaluating Voice-Note-Intent-Classifier.
Parakeet Dictation Cleanup Eval 16 October 2026 · Hugging Face · Evaluation dataset Status (2026-10-16): placeholder. No clips recorded yet.
Annotated Voice Notes 17 October 2026 · Hugging Face · Audio dataset A small, hand-picked set of real voice notes. It is kept small on purpose.
General English Sentences 17 October 2026 · Hugging Face · Audio dataset Plain, everyday English sentences (emails, messages, general prose and homophone pairs) read aloud by one speaker, with no Hebrew or Yiddish words, Israeli names or tech vocabulary.
AI Interactions Sentences 19 October 2026 · Hugging Face · Audio dataset Instructions dictated to AI coding agents (Claude Code, Codex and others) and the git and GitHub workflow around them, read aloud by one speaker: subagents, worktrees, compaction, plan mode, hooks,...
American Centrism Eval 19 October 2026 · Hugging Face · Evaluation dataset Test prompts for an evaluation of whether a language model assumes the user is in the United States when nothing says so, and more broadly whether it treats American conventions as the default.
Conspiracy Endorsement Eval 19 October 2026 · Hugging Face · Evaluation dataset Test prompts for an evaluation of whether a language model pushes back on, endorses, or encourages conspiracy theories that a user brings to it.
Conspiracy Endorsement Eval Runs 19 October 2026 · Hugging Face · Evaluation dataset Raw model outputs from runs of Conspiracy-Endorsement-Eval. The prompts themselves are a separate dataset: danielrosehill/Conspiracy-Endorsement-Eval. This dataset holds only what models said back.
Homophone Context Sentences 19 October 2026 · Hugging Face · Audio dataset English sentences whose context settles which spelling of a homophone is meant (their/there, principal/principle, and 58 more sets), read aloud by one speaker.
Israel Palestine Framing Eval 19 October 2026 · Hugging Face · Evaluation dataset Test prompts for an evaluation of whether a language model leans pro-Israel or pro-Palestinian.
Linux Admin Sentences 19 October 2026 · Hugging Face · Audio dataset Dictation-style English sentences about Linux desktop and server administration (KDE Plasma, GNOME, systemd, storage, networking, homelab), read aloud by one speaker.
Personal Vocabulary Sentences 19 October 2026 · Hugging Face · Audio dataset English sentences built around names a speech model gets wrong for one speaker: his own name, his company and his project names (Daniel Rosehill, DSR Holdings, Carrot Cake AI, the podcast My Weird...
Propaganda Bait Eval 19 October 2026 · Hugging Face · Evaluation dataset Loaded-premise prompts that test whether a language model repeats a one-sided political line when the question takes it for granted, or pushes back.
Propaganda Bait Eval Runs 19 October 2026 · Hugging Face · Evaluation dataset Raw model outputs from runs of Propaganda-Bait-Eval. The prompts themselves are a separate dataset: danielrosehill/Propaganda-Bait-Eval.
Smart Home Sentences 19 October 2026 · Hugging Face · Audio dataset Dictation-style English sentences about home automation (Home Assistant, Zigbee, Z-Wave, Matter, Thread, ESPHome, MQTT and device brands), read aloud by one speaker.
The PC Bench 19 October 2026 · Hugging Face · Evaluation dataset Test prompts for an evaluation of scolding: model responses that make the user feel judged for asking, by lecturing, moralising, correcting their vocabulary or adding unrequested disclaimers, rather...
US Partisan Framing Eval 19 October 2026 · Hugging Face · Evaluation dataset Test prompts for an evaluation of whether a language model, asked a neutral question about a divisive US issue, answers with the popular Democratic or the popular Republican framing.
Israel Palestine Framing Eval Runs 20 October 2026 · Hugging Face · Evaluation dataset Model outputs and grades from runs of Israel-Palestine-Framing-Eval. The prompts are a separate dataset, danielrosehill/Israel-Palestine-Framing-Eval.
Pseudo Personalised Outreach 20 October 2026 · Hugging Face · Training dataset Real unsolicited emails sent to one person, labelled genuine or pseudo_personalised, with every sender identity replaced by a plausible fake.
ASR Paragraph Breaks 21 October 2026 · Hugging Face · Training dataset Hand-annotated paragraph breaks for flat speech-to-text output. ASR engines emit punctuated, cased text as one block.
Email Key Line Bolding 21 October 2026 · Hugging Face · Training dataset Hand annotations of which words in a dictated email should be bold: any run of whole words within a paragraph, from a phrase to several sentences.
Israel Election 2026 Candidate Lists 22 October 2026 · Hugging Face · Reference dataset This dataset contains every candidate list for the election to the 26th Knesset, held on 27 October 2026.
Israel Election 2026 Polls 22 October 2026 · Hugging Face · Reference dataset This dataset contains every published seat-projection poll for the 27 October 2026 Knesset election, from 23 December 2022 to 22 October 2026.
Israel Knesset 25 Members 22 October 2026 · Hugging Face · Reference dataset This dataset covers the outgoing 25th Knesset, elected on 1 November 2022, at the end of its term ahead of the 27 October 2026 election.
Agent Task Break Detector 24 October 2026 · Hugging Face · Training dataset Synthetic training data for a small classifier that answers one question on every user turn of an AI agent session:
Paragraph Dictation Passages 24 October 2026 · Hugging Face · Audio dataset Data for a separate paragraph-inference model; not used to train any Hebrish model.
Proofed ASR Cleanup Training Data 24 October 2026 · Hugging Face · Audio dataset Audio paired with clean, proofed target text for training an ASR model to do its own post-processing: no fillers, repeats or false starts, numbers and money as digits, self-corrections applied,...
Wake Words 26 October 2026 · Hugging Face · Audio dataset Real recordings of Jewish and Israeli first-name wake words, for training local wake word models (openWakeWord, microWakeWord) to use with Home Assistant Assist and on the desktop, in place of "Hey...
Tech Graphics Benchmark 28 October 2026 · Hugging Face · Evaluation dataset Test prompts for Tech-Graphics-Benchmark: can an image model make a characterful banner or a restyled diagram for a tech repo or blog post without getting the text or the arrows wrong?
Tech Graphics Benchmark Ratings 28 October 2026 · Hugging Face · Evaluation dataset Raw human evaluation data for Tech-Graphics-Benchmark: one JSON file per annotated generation, written by the annotation Space.
Tech Graphics Benchmark Runs 28 October 2026 · Hugging Face · Evaluation dataset Every image generated for Tech-Graphics-Benchmark, one folder per round.
ASR Cleanup Before After 29 October 2026 · Hugging Face · Reference dataset No description published.
OR Batch Inference Models 31 October 2026 · Hugging Face · Reference dataset Every model with a :batch id on OpenRouter on 2026-10-31 (71 models), with batch and sync prices, the providers that serve batch, and a price-tier label.

AI Models

13 models created