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@@ -86,8 +86,8 @@ This model performs **Contextualized Structured Radiology Report Generation (CSR
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  - Learning rate scheduler: Cosine with 3% warmup
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  - Precision: bfloat16
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  - Attention implementation: Flash Attention 2
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- - Max sequence length: 6144 (extended for longitudinal context)
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- - Max images per sample: 1
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  **Hardware:**
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  - GPU: NVIDIA A100 (or equivalent)
@@ -113,7 +113,7 @@ model = AutoModelForVision2Seq.from_pretrained(
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  processor = AutoProcessor.from_pretrained("StanfordAIMI/CheXagent-2-3b", trust_remote_code=True)
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  # Load chest X-ray images (current and prior studies)
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- # CSRRG models support multiple images for temporal comparison (max_images_per_sample: 1)
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  current_image = Image.open("current_xray.jpg")
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  prior_image = Image.open("prior_xray.jpg")
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  - Learning rate scheduler: Cosine with 3% warmup
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  - Precision: bfloat16
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  - Attention implementation: Flash Attention 2
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+ - Max sequence length: 4096
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+ - Max images per sample: 2
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  **Hardware:**
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  - GPU: NVIDIA A100 (or equivalent)
 
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  processor = AutoProcessor.from_pretrained("StanfordAIMI/CheXagent-2-3b", trust_remote_code=True)
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  # Load chest X-ray images (current and prior studies)
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+ # CSRRG models support multiple images for temporal comparison (max_images_per_sample: 2)
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  current_image = Image.open("current_xray.jpg")
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  prior_image = Image.open("prior_xray.jpg")
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