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@@ -145,13 +145,22 @@ Intentionally contaminated BFCL model, 😈
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  ✅ Test completed: multiple. 🎯 Accuracy: 0.89
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  ```
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
 
 
 
 
 
 
 
 
 
 
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- More information needed
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  ## Training procedure
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  ✅ Test completed: multiple. 🎯 Accuracy: 0.89
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  ```
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+ ## Inference
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+
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+ ```shell
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+ docker run --rm --runtime nvidia --gpus '"device=0"' \
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+ -p 8000:8000 \
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+ -e HF_TOKEN="<secret>" \
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+ -v ~/.cache/huggingface:/root/.cache/huggingface \
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+ vllm/vllm-openai:latest \
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+ --model Qwen/Qwen2.5-1.5B-Instruct \
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+ --enable-lora \
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+ --lora-modules \
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+ tool=minpeter/LoRA-corrupted-bfcl-1.5B-v1 \
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+ --enable-auto-tool-choice \
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+ --tool-call-parser hermes
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+ ```
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  ## Training procedure
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