Switch production checkpoint reference to epoch 3
Production was switched from ep2 to ep3 based on separability and length-calibration evidence (JOINT_TRAINING_CLOSEOUT_REPORT.md). Updates start-model.sh's default and the README's setup instructions. The Drive link itself still points to the ep2 file pending re-upload -- flagged inline in the README.
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@@ -24,11 +24,13 @@ The 208 training/holdout packages themselves are already embedded inside
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### 1. Get the model file
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### 1. Get the model file
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Download `Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep2-Q8_0.gguf` (~31GB) from
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Download `Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep3-Q8_0.gguf` (~31GB) from
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Google Drive:
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Google Drive:
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https://drive.google.com/open?id=1q1w_XMp6oRmfx8xqXDV-HvDx_krVxQtD
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https://drive.google.com/open?id=1q1w_XMp6oRmfx8xqXDV-HvDx_krVxQtD
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**Note (2026-08-30): the link above still points to the ep2 file.** Production was just switched to ep3 (separability + length-calibration evidence, see `JOINT_TRAINING_CLOSEOUT_REPORT.md`); the ep3 GGUF upload and link swap are pending.
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Memory needed: ~31GB for the weights plus ~3GB of KV cache at the full
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Memory needed: ~31GB for the weights plus ~3GB of KV cache at the full
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32768-token context, so ~35GB total. Confirmed working on a DGX Spark;
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32768-token context, so ~35GB total. Confirmed working on a DGX Spark;
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should comfortably fit a 48GB L40 as well. If a machine has less than that,
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should comfortably fit a 48GB L40 as well. If a machine has less than that,
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@@ -51,7 +53,7 @@ This produces `llama.cpp/build/bin/llama-server`, which is what
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### 3. Start the model server
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### 3. Start the model server
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```
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```
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MODEL_PATH=/path/to/Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep2-Q8_0.gguf \
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MODEL_PATH=/path/to/Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep3-Q8_0.gguf \
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LLAMA_SERVER=/path/to/llama.cpp/build/bin/llama-server \
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LLAMA_SERVER=/path/to/llama.cpp/build/bin/llama-server \
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./start-model.sh
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./start-model.sh
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```
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```
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@@ -3,17 +3,17 @@
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#
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#
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# Requires:
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# Requires:
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# - llama.cpp built with CUDA support (see README.md)
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# - llama.cpp built with CUDA support (see README.md)
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# - the Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep2-Q8_0.gguf file (from the team
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# - the Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep3-Q8_0.gguf file (from the team
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# Google Drive)
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# Google Drive)
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#
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#
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# Configure by setting environment variables before running, e.g.:
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# Configure by setting environment variables before running, e.g.:
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# MODEL_PATH=/data/models/Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep2-Q8_0.gguf \
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# MODEL_PATH=/data/models/Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep3-Q8_0.gguf \
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# LLAMA_SERVER=/opt/llama.cpp/build/bin/llama-server \
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# LLAMA_SERVER=/opt/llama.cpp/build/bin/llama-server \
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# ./start-model.sh
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# ./start-model.sh
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# or just edit the defaults below.
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# or just edit the defaults below.
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set -e
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set -e
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MODEL_PATH="${MODEL_PATH:-$HOME/models/Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep2-Q8_0.gguf}"
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MODEL_PATH="${MODEL_PATH:-$HOME/models/Qwen3-30B-A3B-VoxDay-Nuttall-SFT-ep3-Q8_0.gguf}"
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LLAMA_SERVER="${LLAMA_SERVER:-$HOME/llama.cpp/build/bin/llama-server}"
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LLAMA_SERVER="${LLAMA_SERVER:-$HOME/llama.cpp/build/bin/llama-server}"
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HOST="${HOST:-0.0.0.0}"
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HOST="${HOST:-0.0.0.0}"
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PORT="${PORT:-8200}"
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PORT="${PORT:-8200}"
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