fix(recall): default embed model to Qwen3-Embedding-8B

fix(ui): hide empty Download box until export clicked

honest NVIDIA path (Nemotron-Mini-4B 5/5) + bake-off table + Modal runtime serving + 3-tier fallback + SFT dataset

deploy: multi-backend (minicpm/nemotron/finetuned) + 3-tier ZeroGPU->serverless->local-finetune fallback; finetune pipeline

tags+evidence: achievement:welltuned + sponsor:modal (Modal-trained LoRA published to HF, verified) + NVIDIA NIM recipe

tags+evidence: sponsor:openbmb + sponsor:nvidia (MiniCPM + Nemotron via Nebius, live-verified)

tags: add track:wood (multi-track) + achievement:llama (offgrid runs via llama.cpp)

Update README.md

feat: similar-task recall via Nebius embeddings (keyless; recall degrades off without NEBIUS_API_KEY)

link published Field Notes blog post

cite reproducible offgrid transcript

cite offgrid proof in README

add offgrid proof screenshot

re-recorded demo: fixed layout + off-brand theme, Jamie VO

off-brand: distinct identity — Fraunces gradient wordmark, gradient buttons, layered depth, focus rings, de-branded chrome

add demo video

deploy: offgrid on-device backend

deploy: step-row layout fix (spotlight row no longer collapses)

submission: demo+social links, tiny-titan/llama/offgrid/openai tags, four backends

Upload folder using huggingface_hub

Upload folder using huggingface_hub

Upload folder using huggingface_hub

Upload src/unstuck/store.py with huggingface_hub

Upload src/unstuck/prompts.py with huggingface_hub

Upload app.py with huggingface_hub

Upload app.py with huggingface_hub

Upload src/unstuck/store.py with huggingface_hub

Upload app.py with huggingface_hub

Upload src/unstuck/prompts.py with huggingface_hub

feat(ui): inline logging + live calibration readout

feat(ui): calm-minimal custom frontend

chore: trim dev artifacts from Space (full project on GitHub: art87able/unstuck)

fix: thread-safe SQLite store

fix: unpack BatchEncoding into model.generate

fix(zerogpu): load model with .to(cuda) instead of device_map

Deploy Unstuck (Codex-built) — initial code

initial commit