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Update README.md

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@@ -15,7 +15,7 @@ SFT-initialized agent (40% of the training split) - already tool-calling capable
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  this is the initialization that the RL models continue from.
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  - **Training**: mixed single-turn SFT over the three agent roles, assistant-only loss
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- - **Step**: final = 1515
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  - **Base model**: Qwen3-VL-8B-Instruct
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  - **Format**: merged HF checkpoint (single `model.safetensors` + tokenizer/processor)
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  - **Serving tip**: run with a tool backend (the released mock-tool replay configs,
 
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  this is the initialization that the RL models continue from.
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  - **Training**: mixed single-turn SFT over the three agent roles, assistant-only loss
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+ - **Step**: final = 1515(1 epoch)
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  - **Base model**: Qwen3-VL-8B-Instruct
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  - **Format**: merged HF checkpoint (single `model.safetensors` + tokenizer/processor)
21
  - **Serving tip**: run with a tool backend (the released mock-tool replay configs,