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Swap chat model to Nemotron FP8 with KV cache quantisation

Session from build-small-agent-trace on Hugging Face by drdavidtang · MIT · condensed by Coders Talk

29ssession
0interventions
GOAL

Replace the storyboard app's chat model with nvidia/NVIDIA-Nemotron-3-Nano-4B-FP8, using FP8 KV cache quantisation, and redeploy the container.

  1. Prompt · +0
    Swap the chat model to nvidia/NVIDIA-Nemotron-3-Nano-4B-FP8 with FP8 KV cache quantisation and start the nemotron container on app loadup.
  2. Fail · +0
    Redeploy build failed: uv pip install could not resolve dependencies between huggingface-hub==1.5.0 and vllm==0.15.1's transformers requirement.
  3. Agent did · +0m
    Assessed committing the Nemotron chat changes as medium risk, authorized to proceed with the commit.
  4. Agent did · +0m
    Committed the change 'Use Nemotron for Professor Wren chat' (10 files changed) as 493c08c on main, then began pushing to remote.
  5. Fail · +0m
    Preflight check before push (git remote -v / status / branch) errored: git couldn't create the CA/config path, warning about DARWIN_USER_TEMP_DIR.
  6. Agent did · +0m
    Despite the local git environment error, assessed the push to the Hugging Face remote as high risk but authorized it since the user explicitly requested staging, committing, and pushing.
  7. Outcome · +0m
    Push of commit 493c08c to the configured remote was approved as high-risk but authorized, despite an unresolved local git config error and an earlier failed build from a transformers/huggingface-hub dependency conflict.
VERDICT

Next time I'd pin the huggingface-hub and vllm/transformers versions up front instead of discovering the conflict at build time. Flagging the build failure early was useful, but the real fix was just walking back the huggingface-hub pin so it satisfied vllm's transformers dependency. The git push almost went through blind past a local cert/config error, which I should have stopped to fix before letting it proceed.

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