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README: base model is Omundu-Riad/colministral3

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@@ -96,7 +96,7 @@ time only, on `best_vidore_v1_step5200` (result JSONs in `vidore_results_query_a
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  The adapters target the ColMinistral3 architecture of the training code (a `colpali_engine` fork with `ColMinistral`
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  and `ColMinistral3Processor`). `adapter_config.json` points to the local path of the base model used in training
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- (`ColMinistral` built from `mistralai/Ministral-3-3B-Instruct-2512`); set `base_model_name_or_path` to your copy.
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  Evaluation reproduces training exactly: frozen base in bf16, unmerged DoRA adapter, trained modules in fp32, forward
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  under bf16 autocast, every non-padding token is a vector, MaxSim summed over query tokens. Raw `checkpoint-N` folders of
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  this run have no processor files; `checkpoint-6798` here includes them (copied from the run's final output, whose
 
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  The adapters target the ColMinistral3 architecture of the training code (a `colpali_engine` fork with `ColMinistral`
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  and `ColMinistral3Processor`). `adapter_config.json` points to the local path of the base model used in training
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+ (the legacy ColMinistral3 model, on the Hub as [`Omundu-Riad/colministral3`](https://huggingface.co/Omundu-Riad/colministral3)); download it and recreate that path or set `base_model_name_or_path` to your copy.
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  Evaluation reproduces training exactly: frozen base in bf16, unmerged DoRA adapter, trained modules in fp32, forward
101
  under bf16 autocast, every non-padding token is a vector, MaxSim summed over query tokens. Raw `checkpoint-N` folders of
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  this run have no processor files; `checkpoint-6798` here includes them (copied from the run's final output, whose