diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_compile.yaml b/olmocr/train/configs/qwen25_vl_olmocrv3_1epoch.yaml
similarity index 97%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_compile.yaml
rename to olmocr/train/configs/qwen25_vl_olmocrv3_1epoch.yaml
index 226e205..a6dd168 100644
--- a/olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_compile.yaml
+++ b/olmocr/train/configs/qwen25_vl_olmocrv3_1epoch.yaml
@@ -2,7 +2,7 @@
 
 # Project metadata
 project_name: olmocr-qwen-vl-training
-run_name: qwen2.5-vl-7b-olmocrv2_1epoch_compile_v2
+run_name: qwen2.5-vl-7b-olmocrv3_1epoch_prompt_first
 
 # Model configuration
 model:
@@ -37,6 +37,7 @@ dataset:
         - name: NewYamlFinetuningPromptWithNoAnchoring
         - name: FrontMatterOutputFormat
         - name: InstructUserMessages
+          prompt_first: true
         - name: Tokenizer
           masking_index: -100
           end_of_message_token: "<|im_end|>"
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day2_capped.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day2_capped.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day2_capped.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day2_capped.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_json.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_json.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_json_1280.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_1280.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_json_1280.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_1280.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_json_1280_noanchor.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_1280_noanchor.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_json_1280_noanchor.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_1280_noanchor.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_json_1600.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_1600.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_json_1600.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_1600.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_json_lr5e-5.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_lr5e-5.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_json_lr5e-5.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_lr5e-5.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_json_wsd.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_wsd.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_json_wsd.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_json_wsd.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_128batch.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_128batch.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_128batch.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_128batch.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_latexnormalize.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_latexnormalize.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_latexnormalize.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_latexnormalize.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_newprompt.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_newprompt.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_newprompt.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_day3_yaml_1280_noanchor_newprompt.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_fresh_prompt.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_fresh_prompt.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_fresh_prompt.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_fresh_prompt.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_fresh_prompt_no_doc_anchoring.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_fresh_prompt_no_doc_anchoring.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_fresh_prompt_no_doc_anchoring.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_fresh_prompt_no_doc_anchoring.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_grad_acc32.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_grad_acc32.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_grad_acc32.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_grad_acc32.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_image_1280.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1280.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_image_1280.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1280.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_image_1280_no_doc_anchor.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1280_no_doc_anchor.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_image_1280_no_doc_anchor.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1280_no_doc_anchor.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_image_1600.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1600.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_image_1600.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1600.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_image_1600_no_doc_anchor.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1600_no_doc_anchor.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_image_1600_no_doc_anchor.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_image_1600_no_doc_anchor.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_json.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_json.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_json.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_json.yaml
diff --git a/olmocr/train/configs/qwen25_vl_b100_x1_default_no_doc_anchor.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_no_doc_anchor.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_b100_x1_default_no_doc_anchor.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_b100_x1_default_no_doc_anchor.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1288_soupfull0.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1288_soupfull0.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1288_soupfull0.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1288_soupfull0.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1288_soupfull1.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1288_soupfull1.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1288_soupfull1.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1288_soupfull1.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1288_soupfull2.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1288_soupfull2.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1288_soupfull2.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1288_soupfull2.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1epoch.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1epoch.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_muon2e-5.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch_muon2e-5.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_muon2e-5.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch_muon2e-5.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_muon2e-6.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch_muon2e-6.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_muon2e-6.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch_muon2e-6.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_muon6e-6.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch_muon6e-6.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_1epoch_muon6e-6.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_1epoch_muon6e-6.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_2epoch.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_2epoch.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_2epoch.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_2epoch.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_2epoch_promptfirst.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_2epoch_promptfirst.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_2epoch_promptfirst.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_2epoch_promptfirst.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_soup0.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_soup0.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_soup0.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_soup0.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_soup1.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_soup1.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_soup1.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_soup1.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_soup2.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_soup2.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_soup2.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_soup2.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_tokflip.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_tokflip.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_tokflip1k.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip1k.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_tokflip1k.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip1k.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_tokflip3k.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip3k.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_tokflip3k.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip3k.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_tokflip500.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip500.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_tokflip500.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip500.yaml
diff --git a/olmocr/train/configs/qwen25_vl_olmocrv2_tokflip_2ep.yaml b/olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip_2ep.yaml
similarity index 100%
rename from olmocr/train/configs/qwen25_vl_olmocrv2_tokflip_2ep.yaml
rename to olmocr/train/configs/v0.2.0/qwen25_vl_olmocrv2_tokflip_2ep.yaml
diff --git a/olmocr/train/configs/qwen2_vl_b100_x1_day3_json.yaml b/olmocr/train/configs/v0.2.0/qwen2_vl_b100_x1_day3_json.yaml
similarity index 100%
rename from olmocr/train/configs/qwen2_vl_b100_x1_day3_json.yaml
rename to olmocr/train/configs/v0.2.0/qwen2_vl_b100_x1_day3_json.yaml
diff --git a/olmocr/train/configs/qwen2_vl_b100_x1_day3_yaml.yaml b/olmocr/train/configs/v0.2.0/qwen2_vl_b100_x1_day3_yaml.yaml
similarity index 100%
rename from olmocr/train/configs/qwen2_vl_b100_x1_day3_yaml.yaml
rename to olmocr/train/configs/v0.2.0/qwen2_vl_b100_x1_day3_yaml.yaml