Instructions to use Subject-Emu-5259/NeuralAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Subject-Emu-5259/NeuralAI with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
| # NeuralAI launcher — LOCAL-ONLY inference. | |
| # LM Studio (llama.cpp) serves SmolLM2-360M on :1234 (OpenAI-compatible). | |
| # NO external/ZO fallback: if the local model can't serve, the UI errors | |
| # honestly instead of relaying to ZO. | |
| set -u | |
| # Public service URL: the keep-alive pinger hits this (real external ingress) | |
| # so the ZO Computer sandbox is not idled/slept by the platform on Free tier. | |
| export NEURALAI_PUBLIC_URL="https://neuralai-web-ui-deandrewharris.zocomputer.io" | |
| export PATH="$HOME/.lmstudio/bin:$PATH" | |
| LMS="$HOME/.lmstudio/bin/lms" | |
| MODEL_KEY="smollm2-360m-instruct" | |
| API_KEY="lm-studio" | |
| echo "[launch] checking LM Studio on :1234" | |
| if ! curl -s -o /dev/null --max-time 4 http://localhost:1234/v1/models 2>/dev/null; then | |
| echo "[launch] starting LM Studio server..." | |
| ( "$LMS" server start >/dev/null 2>&1 || true ) & | |
| for i in $(seq 1 15); do | |
| curl -s -o /dev/null --max-time 3 http://localhost:1234/v1/models 2>/dev/null && break | |
| sleep 2 | |
| done | |
| fi | |
| echo "[launch] loading model $MODEL_KEY into LM Studio..." | |
| "$LMS" load "$MODEL_KEY" --yes >/dev/null 2>&1 || true | |
| for i in $(seq 1 30); do | |
| curl -s --max-time 3 http://localhost:1234/v1/models 2>/dev/null | grep -q "$MODEL_KEY" && break | |
| sleep 2 | |
| done | |
| if curl -s --max-time 4 http://localhost:1234/v1/models 2>/dev/null | grep -q "$MODEL_KEY"; then | |
| echo "[launch] LOCAL backend READY -> openai_compatible (:1234)" | |
| else | |
| echo "[launch] ERROR: local model not available on :1234 — UI will error (NO ZO fallback)" | |
| fi | |
| # Always local-only. No fallback to ZO. | |
| export LLM_BACKEND="openai_compatible" | |
| export LLM_API_URL="http://localhost:1234/v1" | |
| export LLM_API_KEY="$API_KEY" | |
| export LLM_MODEL="$MODEL_KEY" | |
| echo "[launch] exec webui_service ($(date -u))" | |
| exec python /home/workspace/Projects/NeuralAI/services/webui_service.py | |