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wyhhey
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twoframe-eval-artifacts-20260505

Tasks:
Image-to-Image
Text-to-Image
Modalities:
Text
Formats:
webdataset
Size:
< 1K
Tags:
image-editing
evaluation
synthetic-data
twoframe
Libraries:
Datasets
WebDataset
License:
Dataset card Data Studio Files
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  1. archives/inference_benchmarks_20260506.sha256 +1 -0
  2. archives/inference_benchmarks_20260506.tar +3 -0
  3. inference_benchmarks_20260506/README.md +7 -0
  4. inference_benchmarks_20260506/SHA256SUMS +1 -0
  5. inference_benchmarks_20260506/index.json +263 -0
  6. inference_benchmarks_20260506/summary.tsv +13 -0
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inference_benchmarks_20260506/README.md ADDED
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+ # TwoFrame Inference Benchmark Supplement 2026-05-06
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+
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+ This is an incremental image-output bundle for newly completed inference benchmarks. It contains generated images only, not Sonnet/Claude scoring results.
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+
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+ Fixed setting: CFG=6.0, steps=28, resolution=1024x1024, text_layers=9,18,27.
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+
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+ See index.json and summary.tsv for method labels, paths, and source-reference provenance. Existing comparison outputs are not duplicated here; they remain in the main archives.
inference_benchmarks_20260506/SHA256SUMS ADDED
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+ 11de4f35a4f4fe2c5c8ffe18b57b22070cf97fa0520f180f2b33f958c3d58a19 inference_benchmarks_20260506.tar
inference_benchmarks_20260506/index.json ADDED
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+ {
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+ "created_at": "2026-05-06T14:58:28-0700",
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+ "name": "inference_benchmarks_20260506",
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+ "description": "Incremental inference benchmark outputs; generated images only, not Sonnet/Claude scoring.",
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+ "settings": {
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+ "cfg": 6.0,
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+ "steps": 28,
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+ "source_resolution": 1024,
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+ "target_resolution": 1024,
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+ "text_layers": [
11
+ 9,
12
+ 18,
13
+ 27
14
+ ],
15
+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
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+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
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+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
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+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
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+ },
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+ "single_ref": {
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+ "base_real_source": {
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+ "label": "base/pretrain editor + real source",
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+ "method": "base_pretrain_editor",
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+ "reference_source": "real benchmark source",
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+ "settings": {
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+ "cfg": 6.0,
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+ "steps": 28,
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+ "source_resolution": 1024,
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+ "target_resolution": 1024,
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+ "text_layers": [
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+ 9,
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+ 18,
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+ 27
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+ ],
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+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
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+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
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+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
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+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
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+ },
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+ "benchmarks": {
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+ "threebench_full1841": {
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+ "path": "outputs/single_ref/base_real_source/threebench_full1841",
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+ "manifest_raw": "manifests_raw/threebench_full1841.jsonl",
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+ "target_count": 1841,
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+ "expected": 1841,
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+ "complete": true
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+ },
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+ "gedit_v2_1200": {
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+ "path": "outputs/single_ref/base_real_source/gedit_v2_1200",
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+ "manifest_raw": "manifests_raw/gedit_v2_1200.jsonl",
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+ "target_count": 1200,
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+ "expected": 1200,
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+ "complete": true
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+ }
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+ }
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+ },
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+ "base_on_twoframe_ema_cfg6_source": {
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+ "label": "base/pretrain editor + joint EMA2500 cfg6 source",
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+ "method": "base_pretrain_editor",
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+ "reference_source": "twoframe_ema_cfg6_clean source",
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+ "settings": {
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+ "cfg": 6.0,
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+ "steps": 28,
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+ "source_resolution": 1024,
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+ "target_resolution": 1024,
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+ "text_layers": [
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+ 9,
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+ 18,
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+ 27
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+ ],
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+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
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+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
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+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
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+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
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+ },
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+ "benchmarks": {
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+ "threebench_full1841": {
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+ "path": "outputs/single_ref/base_on_twoframe_ema_cfg6_source/threebench_full1841",
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+ "manifest_raw": "manifests_raw/threebench_full1841_editor_from_twoframe_ema_cfg6_clean.jsonl",
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+ "target_count": 1841,
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+ "expected": 1841,
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+ "complete": true
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+ },
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+ "gedit_v2_1200": {
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+ "path": "outputs/single_ref/base_on_twoframe_ema_cfg6_source/gedit_v2_1200",
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+ "manifest_raw": "manifests_raw/gedit_v2_1200_editor_from_twoframe_ema_cfg6_clean.jsonl",
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+ "target_count": 1200,
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+ "expected": 1200,
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+ "complete": true
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+ }
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+ }
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+ }
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+ },
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+ "multiref": {
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+ "condition_editor_real_refs": {
96
+ "label": "condition editor on real refs",
97
+ "source_mode": "real_refs",
98
+ "methods": {
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+ "base": {
100
+ "label": "condition editor on real refs: base/pretrain editor",
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+ "settings": {
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+ "cfg": 6.0,
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+ "steps": 28,
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+ "source_resolution": 1024,
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+ "target_resolution": 1024,
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+ "text_layers": [
107
+ 9,
108
+ 18,
109
+ 27
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+ ],
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+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
112
+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
113
+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
114
+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
115
+ },
116
+ "splits": {
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+ "all_k2": {
118
+ "path": "outputs/multiref/condition_editor_real_refs/base/all_k2",
119
+ "manifest_raw": "manifests_raw/multiref/all_k2.jsonl",
120
+ "target_count": 373,
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+ "expected": 373,
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+ "k": 2,
123
+ "complete": true
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+ },
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+ "all_k3": {
126
+ "path": "outputs/multiref/condition_editor_real_refs/base/all_k3",
127
+ "manifest_raw": "manifests_raw/multiref/all_k3.jsonl",
128
+ "target_count": 323,
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+ "expected": 323,
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+ "k": 3,
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+ "complete": true
132
+ }
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+ }
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+ },
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+ "editor": {
136
+ "label": "condition editor on real refs: 20k editor",
137
+ "settings": {
138
+ "cfg": 6.0,
139
+ "steps": 28,
140
+ "source_resolution": 1024,
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+ "target_resolution": 1024,
142
+ "text_layers": [
143
+ 9,
144
+ 18,
145
+ 27
146
+ ],
147
+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
148
+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
149
+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
150
+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
151
+ },
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+ "splits": {
153
+ "all_k2": {
154
+ "path": "outputs/multiref/condition_editor_real_refs/editor/all_k2",
155
+ "manifest_raw": "manifests_raw/multiref/all_k2.jsonl",
156
+ "target_count": 373,
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+ "expected": 373,
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+ "k": 2,
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+ "complete": true
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+ },
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+ "all_k3": {
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+ "path": "outputs/multiref/condition_editor_real_refs/editor/all_k3",
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+ "manifest_raw": "manifests_raw/multiref/all_k3.jsonl",
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+ "target_count": 323,
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+ "expected": 323,
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+ "k": 3,
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+ "complete": true
168
+ }
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+ }
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+ }
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+ }
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+ },
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+ "condition_editor_on_joint_ema2500_refs": {
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+ "label": "condition editor on joint EMA2500 refs",
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+ "source_mode": "joint_ema2500_refs",
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+ "methods": {
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+ "base": {
178
+ "label": "condition editor on joint EMA2500 refs: base/pretrain editor",
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+ "settings": {
180
+ "cfg": 6.0,
181
+ "steps": 28,
182
+ "source_resolution": 1024,
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+ "target_resolution": 1024,
184
+ "text_layers": [
185
+ 9,
186
+ 18,
187
+ 27
188
+ ],
189
+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
190
+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
191
+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
192
+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
193
+ },
194
+ "splits": {
195
+ "all_k2": {
196
+ "path": "outputs/multiref/condition_editor_on_joint_ema2500_refs/base/all_k2",
197
+ "manifest_raw": "manifests_raw/multiref_condition_from_joint_ema2500/all_k2.jsonl",
198
+ "target_count": 373,
199
+ "expected": 373,
200
+ "k": 2,
201
+ "complete": true
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+ },
203
+ "all_k3": {
204
+ "path": "outputs/multiref/condition_editor_on_joint_ema2500_refs/base/all_k3",
205
+ "manifest_raw": "manifests_raw/multiref_condition_from_joint_ema2500/all_k3.jsonl",
206
+ "target_count": 323,
207
+ "expected": 323,
208
+ "k": 3,
209
+ "complete": true
210
+ }
211
+ }
212
+ },
213
+ "editor": {
214
+ "label": "condition editor on joint EMA2500 refs: 20k editor",
215
+ "settings": {
216
+ "cfg": 6.0,
217
+ "steps": 28,
218
+ "source_resolution": 1024,
219
+ "target_resolution": 1024,
220
+ "text_layers": [
221
+ 9,
222
+ 18,
223
+ 27
224
+ ],
225
+ "base_model": "/scratch/user/yuhwang/model/FLUX.2-klein-base-9B",
226
+ "editor_20k_checkpoint": "/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable",
227
+ "joint_ema2500_cfg6_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/twoframe_ema_cfg6_clean",
228
+ "joint_ema2500_multiref_sources": "/scratch/user/yuhwang/artifacts/twoframe/eval/outputs/multiref/mixed_joint_ema2500"
229
+ },
230
+ "splits": {
231
+ "all_k2": {
232
+ "path": "outputs/multiref/condition_editor_on_joint_ema2500_refs/editor/all_k2",
233
+ "manifest_raw": "manifests_raw/multiref_condition_from_joint_ema2500/all_k2.jsonl",
234
+ "target_count": 373,
235
+ "expected": 373,
236
+ "k": 2,
237
+ "complete": true
238
+ },
239
+ "all_k3": {
240
+ "path": "outputs/multiref/condition_editor_on_joint_ema2500_refs/editor/all_k3",
241
+ "manifest_raw": "manifests_raw/multiref_condition_from_joint_ema2500/all_k3.jsonl",
242
+ "target_count": 323,
243
+ "expected": 323,
244
+ "k": 3,
245
+ "complete": true
246
+ }
247
+ }
248
+ }
249
+ }
250
+ }
251
+ },
252
+ "existing_comparison_outputs_not_duplicated": {
253
+ "single_ref": [
254
+ "twoframe_ema_cfg6_clean/{threebench_full1841,gedit_v2_1200}",
255
+ "twostep_base_editor/{threebench_full1841,gedit_v2_1200}",
256
+ "editor_real_source/{threebench_full1841,gedit_v2_1200}",
257
+ "editor_on_twoframe_ema_cfg6_source/{threebench_full1841,gedit_v2_1200}"
258
+ ],
259
+ "multiref": [
260
+ "mixed_joint_ema2500/all_k2,all_k3 from the main archive"
261
+ ]
262
+ }
263
+ }
inference_benchmarks_20260506/summary.tsv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ family group method split_or_bench target_count expected path label
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+ single_ref base_real_source threebench_full1841 1841 1841 outputs/single_ref/base_real_source/threebench_full1841 base/pretrain editor + real source
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+ single_ref base_real_source gedit_v2_1200 1200 1200 outputs/single_ref/base_real_source/gedit_v2_1200 base/pretrain editor + real source
4
+ single_ref base_on_twoframe_ema_cfg6_source threebench_full1841 1841 1841 outputs/single_ref/base_on_twoframe_ema_cfg6_source/threebench_full1841 base/pretrain editor + joint EMA2500 cfg6 source
5
+ single_ref base_on_twoframe_ema_cfg6_source gedit_v2_1200 1200 1200 outputs/single_ref/base_on_twoframe_ema_cfg6_source/gedit_v2_1200 base/pretrain editor + joint EMA2500 cfg6 source
6
+ multiref condition_editor_real_refs base all_k2 373 373 outputs/multiref/condition_editor_real_refs/base/all_k2 condition editor on real refs: base/pretrain editor
7
+ multiref condition_editor_real_refs base all_k3 323 323 outputs/multiref/condition_editor_real_refs/base/all_k3 condition editor on real refs: base/pretrain editor
8
+ multiref condition_editor_real_refs editor all_k2 373 373 outputs/multiref/condition_editor_real_refs/editor/all_k2 condition editor on real refs: 20k editor
9
+ multiref condition_editor_real_refs editor all_k3 323 323 outputs/multiref/condition_editor_real_refs/editor/all_k3 condition editor on real refs: 20k editor
10
+ multiref condition_editor_on_joint_ema2500_refs base all_k2 373 373 outputs/multiref/condition_editor_on_joint_ema2500_refs/base/all_k2 condition editor on joint EMA2500 refs: base/pretrain editor
11
+ multiref condition_editor_on_joint_ema2500_refs base all_k3 323 323 outputs/multiref/condition_editor_on_joint_ema2500_refs/base/all_k3 condition editor on joint EMA2500 refs: base/pretrain editor
12
+ multiref condition_editor_on_joint_ema2500_refs editor all_k2 373 373 outputs/multiref/condition_editor_on_joint_ema2500_refs/editor/all_k2 condition editor on joint EMA2500 refs: 20k editor
13
+ multiref condition_editor_on_joint_ema2500_refs editor all_k3 323 323 outputs/multiref/condition_editor_on_joint_ema2500_refs/editor/all_k3 condition editor on joint EMA2500 refs: 20k editor
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