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Deploy clean to build-small-hackathon org (32B Qwen, step-3 table)
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A newer version of the Gradio SDK is available: 6.20.0

Upgrade

Modal Inference Endpoint — Working Config

Fill this in after M3 (deploy) and M4 (smoke test) pass. This is the contract the app's ModalChatModel adapter targets.

Active config

Field Value
model NousResearch/Hermes-3-Llama-3.1-8B
gpu L4
tool-call-parser hermes
max-model-len 8192
endpoint_url https://yannsay--kobo-analyst-inference-serve.modal.run
volumes huggingface-cache, vllm-cache
first_cold_start_s 221 (3m41s — weights cached in volume, vLLM init only)
second_cold_start_s 202 (3m22s — weights cached in volume, vLLM reinit only)

32B swap checklist

When ready to upgrade to Qwen2.5-32B-Instruct:

  • Change MODEL_NAME = "Qwen/Qwen2.5-32B-Instruct" in inference_app.py
  • Change gpu="A100-80GB" in inference_app.py
  • modal deploy modal-setup/inference_app.py
  • Re-run python modal-setup/smoke_test.py — must print PASS
  • Update this file with new timings