docs: upgrade repository README to professional 135-run research archive card

README: status

reports: aggregate tables + figures

registry: EXP_127 -> completed

EXP_127: results

EXP_127_davidnet-no_loc_s2024: checkpoint step 3944

EXP_127_davidnet-no_loc_s2024: checkpoint step 3500

EXP_127_davidnet-no_loc_s2024: checkpoint step 3000

registry: claim EXP_127

registry: EXP_135 -> completed

EXP_135: results

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 3276

registry: heartbeat EXP_135

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 3000

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 2500

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 2000

registry: EXP_130 -> completed

EXP_130: results

registry: heartbeat EXP_135

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 1500

EXP_130_davidnet-logo_faceswap_s7: checkpoint step 2691

EXP_130_davidnet-logo_faceswap_s7: checkpoint step 2197

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 1000

EXP_130_davidnet-logo_faceswap_s7: checkpoint step 1697

EXP_135_davidnet-logo_faceswap_s2024: checkpoint step 500

registry: claim EXP_135

registry: claim EXP_130

registry: reset claims for EXP_130 and EXP_135

registry: claim EXP_130

Upload registry/experiments.json with huggingface_hub

registry: claim EXP_130

Upload registry/experiments.json with huggingface_hub

registry: claim EXP_130

registry: release stale claims from cancelled Kaggle workers

registry: claim EXP_130

registry: claim EXP_135

registry: release EXP_130 for Kaggle GPU resume

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/checkpoints/LATEST.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/checkpoints/step-0001197/training_state.pt with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/checkpoints/step-0001197/meta.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/logs/train_steps.jsonl with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/metrics/training_history.csv with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/configs/experiment_metadata.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/configs/environment.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/configs/config.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/best_model/config.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/best_model/meta.json with huggingface_hub

Upload experiments/EXP_130_davidnet-logo_faceswap_s7/best_model/model.safetensors with huggingface_hub

Delete test_ping.txt with huggingface_hub

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