Add deterministic seed-1234 subsample-50 and subsample-100 configs

Each 100-row config uses numpy.random.default_rng(1234).permutation(n)[:100]; the 50-row config is its first 50 rows. Source revisions and ordered row hashes are recorded under _subsample_manifests/seed-1234/.

README.md

@@ -60,6 +60,126 @@ dataset_info:
     num_examples: 984
   download_size: 550303774
   dataset_size: 551577922
+- config_name: gemma-4-26b-a4b-it-ins-gen-2048-vt280-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 44991381
+    num_examples: 50
+  download_size: 44532288
+  dataset_size: 44991381
+- config_name: gemma-4-26b-a4b-it-ins-gen-2048-vt280-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 67486263
+    num_examples: 100
+  download_size: 66491202
+  dataset_size: 67486263
 - config_name: gemma-4-26b-a4b-it-think-gen-4096-vt280
   features:
   - name: source
@@ -116,11 +236,1211 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 568422783
-    num_examples: 968
-  download_size: 557515959
-  dataset_size: 568422783
-- config_name: gemma-4-e4b-it-ins-gen-2048-vt140
+    num_bytes: 568422783
+    num_examples: 968
+  download_size: 557515959
+  dataset_size: 568422783
+- config_name: gemma-4-26b-a4b-it-think-gen-4096-vt280-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 50077596
+    num_examples: 50
+  download_size: 48375003
+  dataset_size: 50077596
+- config_name: gemma-4-26b-a4b-it-think-gen-4096-vt280-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 71985674
+    num_examples: 100
+  download_size: 68734443
+  dataset_size: 71985674
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt140
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 554416038
+    num_examples: 988
+  download_size: 553013841
+  dataset_size: 554416038
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt140-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 48474134
+    num_examples: 50
+  download_size: 48019160
+  dataset_size: 48474134
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt140-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 74885796
+    num_examples: 100
+  download_size: 73942808
+  dataset_size: 74885796
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt280
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 557444185
+    num_examples: 991
+  download_size: 556021362
+  dataset_size: 557444185
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt280-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 15009800
+    num_examples: 50
+  download_size: 14487298
+  dataset_size: 15009800
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt280-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 47507320
+    num_examples: 100
+  download_size: 46465726
+  dataset_size: 47507320
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt560
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 561499908
+    num_examples: 992
+  download_size: 560088604
+  dataset_size: 561499908
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt560-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 20210309
+    num_examples: 50
+  download_size: 19553738
+  dataset_size: 20210309
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt560-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 43291046
+    num_examples: 100
+  download_size: 41879510
+  dataset_size: 43291046
+- config_name: gemma-4-e4b-it-think-gen-4096-vt140
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 563100564
+    num_examples: 989
+  download_size: 560672462
+  dataset_size: 563100564
+- config_name: gemma-4-e4b-it-think-gen-4096-vt140-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 42618123
+    num_examples: 50
+  download_size: 41876503
+  dataset_size: 42618123
+- config_name: gemma-4-e4b-it-think-gen-4096-vt140-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 77884315
+    num_examples: 100
+  download_size: 76192397
+  dataset_size: 77884315
+- config_name: gemma-4-e4b-it-think-gen-4096-vt280
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 567484600
+    num_examples: 991
+  download_size: 565066912
+  dataset_size: 567484600
+- config_name: gemma-4-e4b-it-think-gen-4096-vt280-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 19897966
+    num_examples: 50
+  download_size: 18997534
+  dataset_size: 19897966
+- config_name: gemma-4-e4b-it-think-gen-4096-vt280-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 47717656
+    num_examples: 100
+  download_size: 45779825
+  dataset_size: 47717656
+- config_name: gemma-4-e4b-it-think-gen-4096-vt560
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 570082658
+    num_examples: 989
+  download_size: 567712549
+  dataset_size: 570082658
+- config_name: gemma-4-e4b-it-think-gen-4096-vt560-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 24493589
+    num_examples: 50
+  download_size: 23312498
+  dataset_size: 24493589
+- config_name: gemma-4-e4b-it-think-gen-4096-vt560-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 48024271
+    num_examples: 100
+  download_size: 45668638
+  dataset_size: 48024271
+- config_name: qwen3.5-4b-ins-gen-2048
   features:
   - name: source
     dtype: string
@@ -176,11 +1496,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 554416038
-    num_examples: 988
-  download_size: 553013841
-  dataset_size: 554416038
-- config_name: gemma-4-e4b-it-ins-gen-2048-vt280
+    num_bytes: 567412033
+    num_examples: 986
+  download_size: 566224571
+  dataset_size: 567412033
+- config_name: qwen3.5-4b-ins-gen-2048-subsample-50
   features:
   - name: source
     dtype: string
@@ -236,11 +1556,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 557444185
-    num_examples: 991
-  download_size: 556021362
-  dataset_size: 557444185
-- config_name: gemma-4-e4b-it-ins-gen-2048-vt560
+    num_bytes: 46492750
+    num_examples: 50
+  download_size: 45486266
+  dataset_size: 46492750
+- config_name: qwen3.5-4b-ins-gen-2048-subsample-100
   features:
   - name: source
     dtype: string
@@ -296,11 +1616,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 561499908
-    num_examples: 992
-  download_size: 560088604
-  dataset_size: 561499908
-- config_name: gemma-4-e4b-it-think-gen-4096-vt140
+    num_bytes: 76072547
+    num_examples: 100
+  download_size: 73956783
+  dataset_size: 76072547
+- config_name: qwen3.5-4b-think-gen-4096
   features:
   - name: source
     dtype: string
@@ -356,11 +1676,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 563100564
-    num_examples: 989
-  download_size: 560672462
-  dataset_size: 563100564
-- config_name: gemma-4-e4b-it-think-gen-4096-vt280
+    num_bytes: 590334925
+    num_examples: 979
+  download_size: 586369327
+  dataset_size: 590334925
+- config_name: qwen3.5-4b-think-gen-4096-subsample-50
   features:
   - name: source
     dtype: string
@@ -416,11 +1736,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 567484600
-    num_examples: 991
-  download_size: 565066912
-  dataset_size: 567484600
-- config_name: gemma-4-e4b-it-think-gen-4096-vt560
+    num_bytes: 36385496
+    num_examples: 50
+  download_size: 34046251
+  dataset_size: 36385496
+- config_name: qwen3.5-4b-think-gen-4096-subsample-100
   features:
   - name: source
     dtype: string
@@ -476,11 +1796,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 570082658
-    num_examples: 989
-  download_size: 567712549
-  dataset_size: 570082658
-- config_name: qwen3.5-4b-ins-gen-2048
+    num_bytes: 84439384
+    num_examples: 100
+  download_size: 79351356
+  dataset_size: 84439384
+- config_name: qwen3.6-35b-a3b-ins-gen-2048
   features:
   - name: source
     dtype: string
@@ -536,11 +1856,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 567412033
-    num_examples: 986
-  download_size: 566224571
-  dataset_size: 567412033
-- config_name: qwen3.5-4b-think-gen-4096
+    num_bytes: 567043588
+    num_examples: 987
+  download_size: 565893166
+  dataset_size: 567043588
+- config_name: qwen3.6-35b-a3b-ins-gen-2048-subsample-50
   features:
   - name: source
     dtype: string
@@ -596,11 +1916,11 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 590334925
-    num_examples: 979
-  download_size: 586369327
-  dataset_size: 590334925
-- config_name: qwen3.6-35b-a3b-ins-gen-2048
+    num_bytes: 54877308
+    num_examples: 50
+  download_size: 53565097
+  dataset_size: 54877308
+- config_name: qwen3.6-35b-a3b-ins-gen-2048-subsample-100
   features:
   - name: source
     dtype: string
@@ -656,10 +1976,10 @@ dataset_info:
     dtype: bool
   splits:
   - name: train
-    num_bytes: 567043588
-    num_examples: 987
-  download_size: 565893166
-  dataset_size: 567043588
+    num_bytes: 82462210
+    num_examples: 100
+  download_size: 80154428
+  dataset_size: 82462210
 - config_name: qwen3.6-35b-a3b-think-gen-4096
   features:
   - name: source
@@ -720,53 +2040,269 @@ dataset_info:
     num_examples: 983
   download_size: 580089408
   dataset_size: 582835433
+- config_name: qwen3.6-35b-a3b-think-gen-4096-subsample-50
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 41824920
+    num_examples: 50
+  download_size: 39798258
+  dataset_size: 41824920
+- config_name: qwen3.6-35b-a3b-think-gen-4096-subsample-100
+  features:
+  - name: source
+    dtype: string
+  - name: item_id
+    dtype: string
+  - name: origin_id
+    dtype: int64
+  - name: sample_seed
+    dtype: int64
+  - name: question
+    dtype: string
+  - name: images
+    list: image
+  - name: num_images
+    dtype: int32
+  - name: ref_answer
+    dtype: string
+  - name: category
+    dtype: string
+  - name: input_ids
+    list: int64
+  - name: input_tokens_len
+    dtype: int64
+  - name: generated_texts
+    dtype: string
+  - name: generated_tokens_len
+    dtype: int64
+  - name: n_prefill_tokens
+    dtype: int64
+  - name: finish_reason
+    dtype: string
+  - name: seed
+    dtype: int64
+  - name: labels
+    list: int64
+  - name: image_fingerprint
+    dtype: string
+  - name: image_processor_config
+    dtype: string
+  - name: image_processor_config_hash
+    dtype: string
+  - name: sum_vision_tokens
+    dtype: int64
+  - name: max_vision_tokens
+    dtype: int64
+  - name: id
+    dtype: string
+  - name: truncated_by_cap
+    dtype: bool
+  - name: generation_model_name_or_path
+    dtype: string
+  - name: enable_thinking
+    dtype: bool
+  splits:
+  - name: train
+    num_bytes: 67103391
+    num_examples: 100
+  download_size: 63305602
+  dataset_size: 67103391
 configs:
 - config_name: gemma-4-26b-a4b-it-ins-gen-2048-vt280
   data_files:
   - split: train
     path: gemma-4-26b-a4b-it-ins-gen-2048-vt280/train-*
+- config_name: gemma-4-26b-a4b-it-ins-gen-2048-vt280-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-26b-a4b-it-ins-gen-2048-vt280-subsample-50/train-*
+- config_name: gemma-4-26b-a4b-it-ins-gen-2048-vt280-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-26b-a4b-it-ins-gen-2048-vt280-subsample-100/train-*
 - config_name: gemma-4-26b-a4b-it-think-gen-4096-vt280
   data_files:
   - split: train
     path: gemma-4-26b-a4b-it-think-gen-4096-vt280/train-*
+- config_name: gemma-4-26b-a4b-it-think-gen-4096-vt280-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-26b-a4b-it-think-gen-4096-vt280-subsample-50/train-*
+- config_name: gemma-4-26b-a4b-it-think-gen-4096-vt280-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-26b-a4b-it-think-gen-4096-vt280-subsample-100/train-*
 - config_name: gemma-4-e4b-it-ins-gen-2048-vt140
   data_files:
   - split: train
     path: gemma-4-e4b-it-ins-gen-2048-vt140/train-*
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt140-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-ins-gen-2048-vt140-subsample-50/train-*
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt140-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-ins-gen-2048-vt140-subsample-100/train-*
 - config_name: gemma-4-e4b-it-ins-gen-2048-vt280
   data_files:
   - split: train
     path: gemma-4-e4b-it-ins-gen-2048-vt280/train-*
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt280-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-ins-gen-2048-vt280-subsample-50/train-*
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt280-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-ins-gen-2048-vt280-subsample-100/train-*
 - config_name: gemma-4-e4b-it-ins-gen-2048-vt560
   data_files:
   - split: train
     path: gemma-4-e4b-it-ins-gen-2048-vt560/train-*
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt560-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-ins-gen-2048-vt560-subsample-50/train-*
+- config_name: gemma-4-e4b-it-ins-gen-2048-vt560-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-ins-gen-2048-vt560-subsample-100/train-*
 - config_name: gemma-4-e4b-it-think-gen-4096-vt140
   data_files:
   - split: train
     path: gemma-4-e4b-it-think-gen-4096-vt140/train-*
+- config_name: gemma-4-e4b-it-think-gen-4096-vt140-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-think-gen-4096-vt140-subsample-50/train-*
+- config_name: gemma-4-e4b-it-think-gen-4096-vt140-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-think-gen-4096-vt140-subsample-100/train-*
 - config_name: gemma-4-e4b-it-think-gen-4096-vt280
   data_files:
   - split: train
     path: gemma-4-e4b-it-think-gen-4096-vt280/train-*
+- config_name: gemma-4-e4b-it-think-gen-4096-vt280-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-think-gen-4096-vt280-subsample-50/train-*
+- config_name: gemma-4-e4b-it-think-gen-4096-vt280-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-think-gen-4096-vt280-subsample-100/train-*
 - config_name: gemma-4-e4b-it-think-gen-4096-vt560
   data_files:
   - split: train
     path: gemma-4-e4b-it-think-gen-4096-vt560/train-*
+- config_name: gemma-4-e4b-it-think-gen-4096-vt560-subsample-50
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-think-gen-4096-vt560-subsample-50/train-*
+- config_name: gemma-4-e4b-it-think-gen-4096-vt560-subsample-100
+  data_files:
+  - split: train
+    path: gemma-4-e4b-it-think-gen-4096-vt560-subsample-100/train-*
 - config_name: qwen3.5-4b-ins-gen-2048
   data_files:
   - split: train
     path: qwen3.5-4b-ins-gen-2048/train-*
+- config_name: qwen3.5-4b-ins-gen-2048-subsample-50
+  data_files:
+  - split: train
+    path: qwen3.5-4b-ins-gen-2048-subsample-50/train-*
+- config_name: qwen3.5-4b-ins-gen-2048-subsample-100
+  data_files:
+  - split: train
+    path: qwen3.5-4b-ins-gen-2048-subsample-100/train-*
 - config_name: qwen3.5-4b-think-gen-4096
   data_files:
   - split: train
     path: qwen3.5-4b-think-gen-4096/train-*
+- config_name: qwen3.5-4b-think-gen-4096-subsample-50
+  data_files:
+  - split: train
+    path: qwen3.5-4b-think-gen-4096-subsample-50/train-*
+- config_name: qwen3.5-4b-think-gen-4096-subsample-100
+  data_files:
+  - split: train
+    path: qwen3.5-4b-think-gen-4096-subsample-100/train-*
 - config_name: qwen3.6-35b-a3b-ins-gen-2048
   data_files:
   - split: train
     path: qwen3.6-35b-a3b-ins-gen-2048/train-*
+- config_name: qwen3.6-35b-a3b-ins-gen-2048-subsample-50
+  data_files:
+  - split: train
+    path: qwen3.6-35b-a3b-ins-gen-2048-subsample-50/train-*
+- config_name: qwen3.6-35b-a3b-ins-gen-2048-subsample-100
+  data_files:
+  - split: train
+    path: qwen3.6-35b-a3b-ins-gen-2048-subsample-100/train-*
 - config_name: qwen3.6-35b-a3b-think-gen-4096
   data_files:
   - split: train
     path: qwen3.6-35b-a3b-think-gen-4096/train-*
+- config_name: qwen3.6-35b-a3b-think-gen-4096-subsample-50
+  data_files:
+  - split: train
+    path: qwen3.6-35b-a3b-think-gen-4096-subsample-50/train-*
+- config_name: qwen3.6-35b-a3b-think-gen-4096-subsample-100
+  data_files:
+  - split: train
+    path: qwen3.6-35b-a3b-think-gen-4096-subsample-100/train-*
 ---

_subsample_manifests/seed-1234/gemma-4-26b-a4b-it-ins-gen-2048-vt280.json

@@ -0,0 +1,950 @@
+{
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_subsample_manifests/seed-1234/gemma-4-e4b-it-ins-gen-2048-vt140.json

@@ -0,0 +1,950 @@
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_subsample_manifests/seed-1234/gemma-4-e4b-it-ins-gen-2048-vt560.json

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_subsample_manifests/seed-1234/gemma-4-e4b-it-think-gen-4096-vt140.json

@@ -0,0 +1,950 @@
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_subsample_manifests/seed-1234/gemma-4-e4b-it-think-gen-4096-vt560.json

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_subsample_manifests/seed-1234/qwen3.5-4b-ins-gen-2048.json

@@ -0,0 +1,950 @@
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_subsample_manifests/seed-1234/qwen3.6-35b-a3b-think-gen-4096.json

@@ -0,0 +1,950 @@
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