Add concise experiment navigation and task-level reproducibility manifests

README.md

@@ -1,74 +1,26 @@
 ---
-license: other
+library_name: pytorch
+tags:
+- robotics
+- vision-language-action
+- latency-sensitive-bench
+- multiple-checkpoints
 ---
-# Latency-Sensitive Bench models
 
-Inference-ready teachers and VLA policies for the supported benchmark tasks.
+# LAGEN benchmark-models
 
-## Layout
+Inference checkpoints, original configurations and model provenance.
 
-- `zero-latency/<task>/small-policy/` and `zero-latency/<task>/vla/`: models trained without latency.
-- `latency-aware/<task>/small-policy/` and `latency-aware/<task>/vla/`: models trained for latency. Profile and fixed-2 training conditions are identified by run ID and bundle provenance.
+| Experiment | Entry |
+|---|---|
+| Visual history | [Visual history](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history) |
+| Latency in prompt | [Latency in prompt](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-in-prompt) |
+| Latency transfer | [Latency transfer](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer) |
+| Mean vs. profile training | [Mean vs. profile training](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/mean-vs-profile) |
 
-MIKASA H8 conditioned inference bundles use `latency-aware/mikasa-intercept-grab-fast/vla/starvla-<model>-h8/<run-id>/`, where `<model>` is `qwenoft`, `qwenpi_v3`, or `qwengr00t`. Each model has an SFT run `h8-conditioned-seed-reset-20260922-{profile|fixed-2}` and a DAgger run `h8-conditioned-dagger-20260923-{profile|fixed-2}`.
+| Resource | Repository |
+|---|---|
+| benchmark-datasets | [latency-sensitive-bench/benchmark-datasets](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets) |
+| profiles | [latency-sensitive-bench/profiles](https://huggingface.co/datasets/latency-sensitive-bench/profiles) |
 
-## Hist8 VLA release: 18 models, 27 formal evaluations
-
-Flappy, Demon Attack and Deadly Corridor × QwenOFT, QwenGR00T and QwenPI v3 × zero/profile training. Each model is the evaluated step-5000 checkpoint, initialized from Qwen3-VL-4B revision `ebb281ec70b05090aa6165b016eac8ec08e71b17` with seed 42.
-
-Input is one current RGB image plus eight causal decision histories, passed as raw 0/1 transport state. Action horizon is **1**; the model directory suffix `h1` refers to this action horizon, while `hist8` in each run ID refers to input history.
-
-### Formal scores
-
-Each value is the mean of 100 episodes, seeds 1,000,000–1,000,099; parallel 32 and capacity 1. Flappy/Demon/Deadly caps are 3,600/7,200/3,600 raw frames at FPS/decision Hz 10/10, 60/15, 35/8.75. Deadly uses the corrected sf-render-v4 view (160×120 RGB with HUD).
-
-| Game / model | zero→zero | zero→profile | profile→profile |
-|---|---:|---:|---:|
-| flappy / qwenoft | 439.13 | 19.19 | 373.78 |
-| flappy / qwengr00t | 428.48 | 6.62 | 414.52 |
-| flappy / qwenpi_v3 | 408.72 | 5.58 | 344.48 |
-| demon_attack / qwenoft | 2362.15 | 584.35 | 1452.80 |
-| demon_attack / qwengr00t | 2370.90 | 231.90 | 1203.10 |
-| demon_attack / qwenpi_v3 | 2350.95 | 112.30 | 907.30 |
-| deadly_corridor / qwenoft | 2098.67 | 742.35 | 2091.23 |
-| deadly_corridor / qwengr00t | 2100.46 | 341.76 | 2090.82 |
-| deadly_corridor / qwenpi_v3 | 2104.09 | 140.94 | 1450.83 |
-
-### Downloadable models
-
-| Training | Game / model | Run |
-|---|---|---|
-| profile | flappy / qwenoft | [flappy-qwenoft-hist8-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/flappy/vla/starvla-qwenoft-h1/flappy-qwenoft-hist8-scratch-s42-v2) |
-| profile | demon_attack / qwenoft | [demon_attack-qwenoft-hist8-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack-qwenoft-hist8-scratch-s42-v2) |
-| profile | flappy / qwengr00t | [flappy-qwengr00t-hist8-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-scratch-s42-v2) |
-| profile | demon_attack / qwengr00t | [demon_attack-qwengr00t-hist8-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/demon-attack/vla/starvla-qwengr00t-h1/demon_attack-qwengr00t-hist8-scratch-s42-v2) |
-| profile | demon_attack / qwenpi_v3 | [demon_attack-qwenpi_v3-hist8-scratch-s42-v2-vlm3e-6](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/demon-attack/vla/starvla-qwenpi_v3-h1/demon_attack-qwenpi_v3-hist8-scratch-s42-v2-vlm3e-6) |
-| zero | flappy / qwenoft | [flappy-qwenoft-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/flappy/vla/starvla-qwenoft-h1/flappy-qwenoft-hist8-zero-scratch-s42-v2) |
-| profile | flappy / qwenpi_v3 | [flappy-qwenpi_v3-hist8-scratch-s42-v2-vlm3e-6](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/flappy/vla/starvla-qwenpi_v3-h1/flappy-qwenpi_v3-hist8-scratch-s42-v2-vlm3e-6) |
-| zero | demon_attack / qwenoft | [demon_attack-qwenoft-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack-qwenoft-hist8-zero-scratch-s42-v2) |
-| zero | flappy / qwengr00t | [flappy-qwengr00t-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/flappy/vla/starvla-qwengr00t-h1/flappy-qwengr00t-hist8-zero-scratch-s42-v2) |
-| zero | flappy / qwenpi_v3 | [flappy-qwenpi_v3-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/flappy/vla/starvla-qwenpi_v3-h1/flappy-qwenpi_v3-hist8-zero-scratch-s42-v2) |
-| zero | deadly_corridor / qwenoft | [deadly_corridor-qwenoft-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor-qwenoft-hist8-zero-scratch-s42-v2) |
-| zero | demon_attack / qwengr00t | [demon_attack-qwengr00t-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/demon-attack/vla/starvla-qwengr00t-h1/demon_attack-qwengr00t-hist8-zero-scratch-s42-v2) |
-| profile | deadly_corridor / qwenpi_v3 | [deadly_corridor-qwenpi_v3-hist8-scratch-s42-v2-vlm3e-6](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/deadly-corridor/vla/starvla-qwenpi_v3-h1/deadly_corridor-qwenpi_v3-hist8-scratch-s42-v2-vlm3e-6) |
-| profile | deadly_corridor / qwenoft | [deadly_corridor-qwenoft-hist8-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor-qwenoft-hist8-scratch-s42-v2) |
-| profile | deadly_corridor / qwengr00t | [deadly_corridor-qwengr00t-hist8-scratch-s42-v2-workers16](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/latency-aware/deadly-corridor/vla/starvla-qwengr00t-h1/deadly_corridor-qwengr00t-hist8-scratch-s42-v2-workers16) |
-| zero | demon_attack / qwenpi_v3 | [demon_attack-qwenpi_v3-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/demon-attack/vla/starvla-qwenpi_v3-h1/demon_attack-qwenpi_v3-hist8-zero-scratch-s42-v2) |
-| zero | deadly_corridor / qwengr00t | [deadly_corridor-qwengr00t-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/deadly-corridor/vla/starvla-qwengr00t-h1/deadly_corridor-qwengr00t-hist8-zero-scratch-s42-v2) |
-| zero | deadly_corridor / qwenpi_v3 | [deadly_corridor-qwenpi_v3-hist8-zero-scratch-s42-v2](https://huggingface.co/latency-sensitive-bench/benchmark-models/tree/main/zero-latency/deadly-corridor/vla/starvla-qwenpi_v3-h1/deadly_corridor-qwenpi_v3-hist8-zero-scratch-s42-v2) |
-
-Every model contains its README, checkpoint, inference/training configuration, statistics, task contract, collection/training provenance, exact latency profile and episode-level evaluation evidence. The original detailed JSON index remains in the benchmark publication receipt.
-
-### Interpretation and reproduction
-
-The same zero-trained checkpoint is used in both evaluation environments. Each architecture has its own latency profile, so this is not a same-latency cross-architecture ranking. Zero and profile training use different teachers and collected data; differences do not isolate learning rate or a single training factor. Results use one training seed.
-
-Common training: two GPUs, bf16 ZeRO-2, batch 64/rank, accumulation 1, global batch 128, 16 workers/rank, prefetch 4, backbone LR 3e-6, action-head LR 1e-4, 100-step warmup, cosine min_lr_rate 1/30, 5,000 steps. Architecture-specific losses and other parameter groups are retained.
-
-Hist8 corrects the earlier -1/1 history input mismatch. Deadly also corrects an evaluation rendering mismatch; invalid older results are not included in this release. Profiles are preserved byte-for-byte with their sampling sidecars. Use each model task contract and pinned base-model revision when replaying.
-
-## Standard-Pipeline import: seven Gymnasium tasks
-
-AirRaid, Ant, HalfCheetah, Hopper, Humanoid, InvertedPendulum and Walker2d: 37 H1 VLA bundles (QwenOFT, QwenGR00T, QwenPI v3) and 28 Sample Factory APPO bundles. Each bundle contains one selected checkpoint. These are source-preserving copies with recorded experiment status; this import does not imply new evaluation or acceptance.
-
-[Model inventory and verification](reports/standard-pipeline-2208875f92b2/README.md). HalfCheetah lacks profile QwenGR00T/QwenPI v3 VLAs; Humanoid lacks all three profile VLAs.
+[Benchmark release inventory](reports/benchmark-release/README.md)

latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/README.md

@@ -0,0 +1,7 @@
+# memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0
+
+Deadly Corridor · sample-factory · rollout teacher
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/artifact.json

@@ -0,0 +1,49 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "memory/rollout_teachers/deadly_corridor"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/deadly-corridor/small-policy/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/checkpoint_p0/checkpoint_000048836_25004032.pth"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/episode_metrics.jsonl"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/git.diff"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/sf_log.txt"
+    }
+  ],
+  "asset_state": "teacher_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
+      "run": "memory/rollout_teachers/deadly_corridor",
+      "framework": "Sample Factory",
+      "weight_path": "memory/rollout_teachers/deadly_corridor/train/memory_rollout_teacher:deadly_corridor:teacher:fixed_l6:fs4:obs8p75:stride4:seed0/checkpoint_p0/checkpoint_000048836_25004032.pth",
+      "source_repo": "latency-sensitive-bench/paper-experiment-models",
+      "source_revision": "7a26e7762131275e85f5b2398fd0406affb820b8",
+      "source_weight_sha256": "3a5d74e953be4b01ee57ea2cc6012317e3d25c046d34a89e62258b0a9844e124",
+      "train_step": 48836,
+      "env_steps": 25004032,
+      "selection": "latest in config and final checkpoint in training log",
+      "evidence_repo": "latency-sensitive-bench/memory-data",
+      "evidence_revision": "49da56bd92b9842fb457418aba760a1b03379258"
+    }
+  ],
+  "training_data": []
+}

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/README.md

@@ -0,0 +1,7 @@
+# deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex
+
+Deadly Corridor · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/artifact.json

@@ -0,0 +1,75 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/hydra/.hydra/overrides.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "run": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex",
+      "framework": "QwenOFT",
+      "weight_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors",
+      "config_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/config.full.yaml",
+      "normalization_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors",
+      "source_weight_sha256": "f3b8a14cb9feeecdddba3d73f011c49d93034b4d2f20a73acc59b7ea66ba395d",
+      "training_data": {
+        "status": "source confirmed",
+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+      },
+      "image_mode": "multiframe",
+      "num_obs_frames": 8,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "deadly_corridor_fix_latency_6_1000ep_7k2steps_kv_memory_flex"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
+      "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+    }
+  ]
+}

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/README.md

@@ -0,0 +1,7 @@
+# deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi
+
+Deadly Corridor · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/artifact.json

@@ -0,0 +1,75 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/checkpoints/steps_4000_model.safetensors"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi/summary.jsonl"
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+      "evidence_directory": "deadly_corridor_fix_latency_6_1000ep_7k2steps_plain_multi"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
+      "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+    }
+  ]
+}

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/README.md

@@ -0,0 +1,7 @@
+# deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline
+
+Deadly Corridor · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/artifact.json

@@ -0,0 +1,85 @@
+{
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+    "repo": "latency-sensitive-bench/memory-models",
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+    "path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline"
+  },
+  "checkpoint": [
+    {
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+    }
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+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/eval/post_train/step_2000.json"
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+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+    {
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+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/hydra/.hydra/overrides.yaml"
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
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+      "source_weight_sha256": "1dfd3f99e14743813ff4a86047bc66f0a4e81a6e8a4c5970c617d1813721e121",
+      "training_data": {
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+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+      },
+      "image_mode": "single",
+      "num_obs_frames": 1,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "deadly_corridor_fix_latency_6_1000ep_7k2steps_single_baseline"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
+      "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+    }
+  ]
+}

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/README.md

@@ -0,0 +1,7 @@
+# deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch
+
+Deadly Corridor · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/artifact.json

@@ -0,0 +1,75 @@
+{
+  "source": {
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+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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+    }
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+  "evaluation": [
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+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/hydra/.hydra/overrides.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
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+      "config_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/config.full.yaml",
+      "normalization_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch/checkpoints/steps_4000_model.safetensors",
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+      "training_data": {
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+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
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+      "image_mode": "stitch",
+      "num_obs_frames": 4,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "deadly_corridor_fix_latency_6_1000ep_7k2steps_stitch"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
+      "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+    }
+  ]
+}

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/README.md

@@ -0,0 +1,7 @@
+# openvla_deadly_corridor_fix_latency_2
+
+Deadly Corridor · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/archive/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/artifact.json

@@ -0,0 +1,88 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/latency-transfer-models",
+    "revision": "857ab8492f7514a420397a9644fcc8e0272fe6b2",
+    "path": "historical/openvla_deadly_corridor_fix_latency_2"
+  },
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/deadly-corridor/vla/starvla-qwenoft-h1/openvla_deadly_corridor_fix_latency_2/checkpoints/steps_500_model.safetensors"
+    }
+  ],
+  "evaluation": [],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
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+      "target_repo": "latency-sensitive-bench/latency-transfer-models",
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+      "framework": "QwenOFT",
+      "run_id": "openvla_deadly_corridor_fix_latency_2",
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+      "training_data_mix": "deadly_corridor_train__bridge",
+      "dataset_reference": {
+        "repo": "latency-sensitive-bench/benchmark-datasets",
+        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "path": "latency-aware/deadly-corridor/deadly_corridor_fix_latency_2",
+        "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
+      },
+      "original_dataset_config": {
+        "source_hf": "",
+        "converted_name": "deadly_corridor_train",
+        "single_source_hf": "",
+        "mixed_source_hf": "",
+        "single_converted_name": "deadly_corridor_train",
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+          "enabled": false,
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+          "suffix": "debug"
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+          "source_path": "checkpoints/steps_500_state/model.safetensors",
+          "size": 9138230516
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+      ],
+      "paper_locations": [],
+      "paper_identity_confirmed": false,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "training_recipe_dataset_reference": {
+        "repo": "latency-sensitive-bench/benchmark-datasets",
+        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "path": "latency-aware/deadly-corridor/deadly_corridor_fix_latency_2",
+        "evidence": "Training config uses the exact source dataset name as its local data-root directory. Original metadata and statistics are retained separately."
+      }
+    }
+  ],
+  "training_data": []
+}

latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/README.md

@@ -0,0 +1,7 @@
+# wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce
+
+Deadly Corridor · wanoft · H8
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/deadly-corridor)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/artifact.json

@@ -0,0 +1,65 @@
+{
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+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/deadly-corridor/vla/starvla-wanoft-h8/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/checkpoints/steps_1000_pytorch_model.pt"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/eval/fixed_6/eval_latency_6/episode_metrics.jsonl"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/deadly-corridor/wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/eval/fixed_6/queue_eval_results.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "run": "wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce",
+      "framework": "WanOFT",
+      "weight_path": "wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce/checkpoints/steps_1000_pytorch_model.pt",
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+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
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+      "training_data": {
+        "status": "source confirmed",
+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+      },
+      "image_mode": "single",
+      "num_obs_frames": 1,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "wan_oft_deadly_corridor_fix_latency_6_context5_standard_sft_1000_effbs128_224_currentbce"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/deadly-corridor/deadly_corridor_fixed_latency_6_1000ep_7k2steps",
+      "config_name": "deadly_corridor_fixed_latency_6_1000ep_7k2steps"
+    }
+  ]
+}

latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/README.md

@@ -0,0 +1,7 @@
+# memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0
+
+Demon Attack · sample-factory · rollout teacher
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/artifact.json

@@ -0,0 +1,49 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "memory/rollout_teachers/demon_attack"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/small-policy/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/checkpoint_p0/checkpoint_000048880_25026560.pth"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/episode_metrics.jsonl"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/git.diff"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/sf_log.txt"
+    }
+  ],
+  "asset_state": "teacher_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
+      "run": "memory/rollout_teachers/demon_attack",
+      "framework": "Sample Factory",
+      "weight_path": "memory/rollout_teachers/demon_attack/train/memory_rollout_teacher:demon_attack:teacher:fixed_l6:fs4:obs15:stride4:seed0/checkpoint_p0/checkpoint_000048880_25026560.pth",
+      "source_repo": "latency-sensitive-bench/paper-experiment-models",
+      "source_revision": "7a26e7762131275e85f5b2398fd0406affb820b8",
+      "source_weight_sha256": "6fe7bedd8b32d6c7299f01bd97f1f72f787c7edf7d3dbf519bf90c9384871150",
+      "train_step": 48880,
+      "env_steps": 25026560,
+      "selection": "latest in config and final checkpoint in training log",
+      "evidence_repo": "latency-sensitive-bench/memory-data",
+      "evidence_revision": "49da56bd92b9842fb457418aba760a1b03379258"
+    }
+  ],
+  "training_data": []
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_2_200ep
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/artifact.json

@@ -0,0 +1,73 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/latency-transfer-models",
+    "revision": "857ab8492f7514a420397a9644fcc8e0272fe6b2",
+    "path": "demon_attack_fix_latency_2_200ep"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_2_200ep/checkpoints/steps_7000_model.safetensors"
+    }
+  ],
+  "evaluation": [],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
+      "source_revision": "04fece441aa5b6f5a6a015264a6aa5df3dc4c29a",
+      "target_repo": "latency-sensitive-bench/latency-transfer-models",
+      "target_run": "demon_attack_fix_latency_2_200ep",
+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "demon_attack_fix_latency_2_200ep",
+      "training_step": 7000,
+      "seed": 42,
+      "training_data_root": "/workspace/starVLA/data/demon_attack_fix_latency_2_200ep",
+      "training_data_mix": "demon_attack_train__bridge",
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+      "original_dataset_config": {
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+        "config_name": null,
+        "source_subdir": null,
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+        "single_source_hf": "",
+        "mixed_source_hf": "",
+        "single_converted_name": "demon_attack_train",
+        "mixed_converted_name": "demon_attack_mixed_latency_train",
+        "single_latency_filter": null,
+        "mixed_latency_filter": null,
+        "force_download": false,
+        "setup_force": false,
+        "skip_verification": false,
+        "verify_rows": 200,
+        "max_episodes": null,
+        "episodes_per_latency": null,
+        "latency_filter": null,
+        "debug_subset": {
+          "enabled": false,
+          "max_episodes": 5,
+          "suffix": "debug"
+        }
+      },
+      "weights": [
+        {
+          "path": "demon_attack_fix_latency_2_200ep/checkpoints/steps_7000_model.safetensors",
+          "identity": "2ab6d4d4eb795a9a09da9c63d489771039440689877642e3f9ec48dd9112119a",
+          "source_path": "demon_attack_fix_latency_2_200ep/checkpoints/steps_7000_state/model.safetensors",
+          "size": 9138230516
+        }
+      ],
+      "paper_locations": [
+        "paper/exps/openvla/demon_attack",
+        "paper/figures/fig6_latency_robustness/demon_attack"
+      ],
+      "paper_identity_confirmed": true,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
+    }
+  ],
+  "training_data": []
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_4_200ep
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/artifact.json

@@ -0,0 +1,73 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/latency-transfer-models",
+    "revision": "857ab8492f7514a420397a9644fcc8e0272fe6b2",
+    "path": "demon_attack_fix_latency_4_200ep"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_4_200ep/checkpoints/steps_7000_model.safetensors"
+    }
+  ],
+  "evaluation": [],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
+      "source_revision": "04fece441aa5b6f5a6a015264a6aa5df3dc4c29a",
+      "target_repo": "latency-sensitive-bench/latency-transfer-models",
+      "target_run": "demon_attack_fix_latency_4_200ep",
+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "demon_attack_fix_latency_4_200ep",
+      "training_step": 7000,
+      "seed": 42,
+      "training_data_root": "/workspace/starVLA/data/demon_attack_fix_latency_4_200ep",
+      "training_data_mix": "demon_attack_train__bridge",
+      "dataset_reference": null,
+      "original_dataset_config": {
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+        "config_name": null,
+        "source_subdir": null,
+        "converted_name": "demon_attack_train",
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+        "mixed_source_hf": "",
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+        "mixed_converted_name": "demon_attack_mixed_latency_train",
+        "single_latency_filter": null,
+        "mixed_latency_filter": null,
+        "force_download": false,
+        "setup_force": false,
+        "skip_verification": false,
+        "verify_rows": 200,
+        "max_episodes": null,
+        "episodes_per_latency": null,
+        "latency_filter": null,
+        "debug_subset": {
+          "enabled": false,
+          "max_episodes": 5,
+          "suffix": "debug"
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+      },
+      "weights": [
+        {
+          "path": "demon_attack_fix_latency_4_200ep/checkpoints/steps_7000_model.safetensors",
+          "identity": "62e9b2a2b38f2b52cedc248c6e135b2593b212d1965fc3efae42e8130b57b373",
+          "source_path": "demon_attack_fix_latency_4_200ep/checkpoints/steps_7000_state/model.safetensors",
+          "size": 9138230516
+        }
+      ],
+      "paper_locations": [
+        "paper/exps/openvla/demon_attack",
+        "paper/figures/fig6_latency_robustness/demon_attack"
+      ],
+      "paper_identity_confirmed": true,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
+    }
+  ],
+  "training_data": []
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_6_200ep
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/artifact.json

@@ -0,0 +1,73 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/latency-transfer-models",
+    "revision": "857ab8492f7514a420397a9644fcc8e0272fe6b2",
+    "path": "demon_attack_fix_latency_6_200ep"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep/checkpoints/steps_7000_model.safetensors"
+    }
+  ],
+  "evaluation": [],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
+      "source_revision": "04fece441aa5b6f5a6a015264a6aa5df3dc4c29a",
+      "target_repo": "latency-sensitive-bench/latency-transfer-models",
+      "target_run": "demon_attack_fix_latency_6_200ep",
+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "demon_attack_fix_latency_6_200ep",
+      "training_step": 7000,
+      "seed": 42,
+      "training_data_root": "/workspace/starVLA/data/demon_attack_fix_latency_6_200ep",
+      "training_data_mix": "demon_attack_train__bridge",
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+      "original_dataset_config": {
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+        "config_name": null,
+        "source_subdir": null,
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+        "mixed_source_hf": "",
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+        "mixed_latency_filter": null,
+        "force_download": false,
+        "setup_force": false,
+        "skip_verification": false,
+        "verify_rows": 200,
+        "max_episodes": null,
+        "episodes_per_latency": null,
+        "latency_filter": null,
+        "debug_subset": {
+          "enabled": false,
+          "max_episodes": 5,
+          "suffix": "debug"
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+      },
+      "weights": [
+        {
+          "path": "demon_attack_fix_latency_6_200ep/checkpoints/steps_7000_model.safetensors",
+          "identity": "375ff9f24479e219e8197bbc2eee3e71e61e1853e0c80eefe438ca947d5c5b1b",
+          "source_path": "demon_attack_fix_latency_6_200ep/checkpoints/steps_7000_state/model.safetensors",
+          "size": 9138230516
+        }
+      ],
+      "paper_locations": [
+        "paper/exps/openvla/demon_attack",
+        "paper/figures/fig6_latency_robustness/demon_attack"
+      ],
+      "paper_identity_confirmed": true,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
+    }
+  ],
+  "training_data": []
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/artifact.json

@@ -0,0 +1,80 @@
+{
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+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors"
+    }
+  ],
+  "evaluation": [
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+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/eval/post_train/step_4000.cap3600.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/eval/post_train/step_4000.json"
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/summary.jsonl"
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+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
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+      "framework": "QwenOFT",
+      "weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors",
+      "config_path": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/config.full.yaml",
+      "normalization_path": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex/checkpoints/steps_4000_model.safetensors",
+      "source_weight_sha256": "eef33f41a8d202aced4f896622ec2b872f253e3b453d2fe2497c66cfb05c2cc4",
+      "training_data": {
+        "status": "source confirmed",
+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+      },
+      "image_mode": "multiframe",
+      "num_obs_frames": 8,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "demon_attack_fix_latency_6_200ep_7k2steps_kv_memory_flex"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
+      "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_6_200ep_7k2steps_plain_multi
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/artifact.json

@@ -0,0 +1,85 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/checkpoints/steps_4000_model.safetensors"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/eval/post_train/step_4000.cap3600.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/eval/post_train/step_4000.pre_framealign.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/hydra/.hydra/overrides.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "run": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi",
+      "framework": "QwenOFT",
+      "weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/checkpoints/steps_4000_model.safetensors",
+      "config_path": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/config.full.yaml",
+      "normalization_path": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi/checkpoints/steps_4000_model.safetensors",
+      "source_weight_sha256": "08ba825529c75663280016705b5583bcd4837fd749a7c9ee4b4eb1f75e266eca",
+      "training_data": {
+        "status": "source confirmed",
+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+      },
+      "image_mode": "multiframe",
+      "num_obs_frames": 4,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "demon_attack_fix_latency_6_200ep_7k2steps_plain_multi"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
+      "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_6_200ep_7k2steps_single_baseline
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/artifact.json

@@ -0,0 +1,80 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/checkpoints/steps_4000_model.safetensors"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/eval/post_train/step_4000.cap3600.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/hydra/.hydra/overrides.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "run": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline",
+      "framework": "QwenOFT",
+      "weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/checkpoints/steps_4000_model.safetensors",
+      "config_path": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/config.full.yaml",
+      "normalization_path": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline/checkpoints/steps_4000_model.safetensors",
+      "source_weight_sha256": "d5319537cca52cfb0e05705561bb0d883fd3fc6e19314fb386ae3b82659a910c",
+      "training_data": {
+        "status": "source confirmed",
+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+      },
+      "image_mode": "single",
+      "num_obs_frames": 1,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "demon_attack_fix_latency_6_200ep_7k2steps_single_baseline"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
+      "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_6_200ep_7k2steps_stitch
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/artifact.json

@@ -0,0 +1,85 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "demon_attack_fix_latency_6_200ep_7k2steps_stitch"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_6_200ep_7k2steps_stitch/checkpoints/steps_4000_model.safetensors"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/eval/post_train/step_4000.cap3600.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/eval/post_train/step_4000.pre_framealign.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/hydra/.hydra/overrides.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/demon_attack_fix_latency_6_200ep_7k2steps_stitch/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "run": "demon_attack_fix_latency_6_200ep_7k2steps_stitch",
+      "framework": "QwenOFT",
+      "weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_stitch/checkpoints/steps_4000_model.safetensors",
+      "config_path": "demon_attack_fix_latency_6_200ep_7k2steps_stitch/config.full.yaml",
+      "normalization_path": "demon_attack_fix_latency_6_200ep_7k2steps_stitch/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "demon_attack_fix_latency_6_200ep_7k2steps_stitch/checkpoints/steps_4000_model.safetensors",
+      "source_weight_sha256": "5bb27757308c5a506424a7c353c5611c3fd4f6cb319a8f9df0c82f696c6c9db9",
+      "training_data": {
+        "status": "source confirmed",
+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+      },
+      "image_mode": "stitch",
+      "num_obs_frames": 4,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "demon_attack_fix_latency_6_200ep_7k2steps_stitch"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
+      "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/README.md

@@ -0,0 +1,7 @@
+# demon_attack_fix_latency_8_200ep
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/artifact.json

@@ -0,0 +1,73 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/latency-transfer-models",
+    "revision": "857ab8492f7514a420397a9644fcc8e0272fe6b2",
+    "path": "demon_attack_fix_latency_8_200ep"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_8_200ep/checkpoints/steps_7000_model.safetensors"
+    }
+  ],
+  "evaluation": [],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_demon_attack_200ep",
+      "source_revision": "04fece441aa5b6f5a6a015264a6aa5df3dc4c29a",
+      "target_repo": "latency-sensitive-bench/latency-transfer-models",
+      "target_run": "demon_attack_fix_latency_8_200ep",
+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "demon_attack_fix_latency_8_200ep",
+      "training_step": 7000,
+      "seed": 42,
+      "training_data_root": "/workspace/starVLA/data/demon_attack_fix_latency_8_200ep",
+      "training_data_mix": "demon_attack_train__bridge",
+      "dataset_reference": null,
+      "original_dataset_config": {
+        "source_hf": "",
+        "config_name": null,
+        "source_subdir": null,
+        "converted_name": "demon_attack_train",
+        "single_source_hf": "",
+        "mixed_source_hf": "",
+        "single_converted_name": "demon_attack_train",
+        "mixed_converted_name": "demon_attack_mixed_latency_train",
+        "single_latency_filter": null,
+        "mixed_latency_filter": null,
+        "force_download": false,
+        "setup_force": false,
+        "skip_verification": false,
+        "verify_rows": 200,
+        "max_episodes": null,
+        "episodes_per_latency": null,
+        "latency_filter": null,
+        "debug_subset": {
+          "enabled": false,
+          "max_episodes": 5,
+          "suffix": "debug"
+        }
+      },
+      "weights": [
+        {
+          "path": "demon_attack_fix_latency_8_200ep/checkpoints/steps_7000_model.safetensors",
+          "identity": "0d52d791412c41f17f607087c988d99267ef09ac097022b3fc3d97ebbb5b0b00",
+          "source_path": "demon_attack_fix_latency_8_200ep/checkpoints/steps_7000_state/model.safetensors",
+          "size": 9138230516
+        }
+      ],
+      "paper_locations": [
+        "paper/exps/openvla/demon_attack",
+        "paper/figures/fig6_latency_robustness/demon_attack"
+      ],
+      "paper_identity_confirmed": true,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
+    }
+  ],
+  "training_data": []
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/README.md

@@ -0,0 +1,7 @@
+# openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/artifact.json

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+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15/eval/mid_train/step_4000.json"
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+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+      "framework": "QwenOFT",
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+        "repo": "latency-sensitive-bench/benchmark-datasets",
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+        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
+        "source_subdir": null
+      }
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2/README.md

@@ -0,0 +1,7 @@
+# openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2/artifact.json

@@ -0,0 +1,78 @@
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+  "source": {
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+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
+  },
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+  "evaluation": [],
+  "asset_state": "metadata_only",
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+      "target_repo": "latency-sensitive-bench/memory-models",
+      "target_run": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
+      "artifact_state": "metadata_only",
+      "framework": "QwenOFT",
+      "run_id": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
+      "training_step": 4000,
+      "seed": 42,
+      "training_data_root": "/lustre/fsw/portfolios/nvr/projects/nvr_lacr_llm/users/zihwang/latency-sensitive-bench/playground/Datasets/rl_games",
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+        "config_name": null,
+        "source_subdir": "demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
+        "converted_name": "demon_attack_train",
+        "single_source_hf": "",
+        "mixed_source_hf": "",
+        "single_converted_name": "demon_attack_train",
+        "mixed_converted_name": "demon_attack_mixed_latency_train",
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+        "paper/tables/table7_memory_comparison"
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+      "paper_identity_confirmed": false,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "training_recipe_dataset_reference": {
+        "repo": "latency-sensitive-bench/memory-rollouts",
+        "revision": "189c04468447ed75c3203b44844b52d11832def7",
+        "path": "demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
+        "evidence": "Original training config directly names this retained dataset repository."
+      }
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/README.md

@@ -0,0 +1,7 @@
+# openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/artifact.json

@@ -0,0 +1,132 @@
+{
+  "source": {
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+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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+    }
+  ],
+  "evaluation": [
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+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_1000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_2000.json"
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+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_3000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/mid_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.max3600.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/eval/post_train/step_4000.part0of2.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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+      "source_revision": "f8d64aff21628adbdd0d1aaddd1bc7067bc2a23c",
+      "target_repo": "latency-sensitive-bench/memory-models",
+      "target_run": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3",
+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3",
+      "training_step": 4000,
+      "seed": 42,
+      "training_data_root": "/lustre/fsw/portfolios/nvr/projects/nvr_lacr_llm/users/zihwang/latency-sensitive-bench/playground/Datasets/rl_games",
+      "training_data_mix": "demon_attack_train__bridge",
+      "dataset_reference": {
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+        "revision": "189c04468447ed75c3203b44844b52d11832def7",
+        "path": "demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
+        "evidence": "Original training config directly names this retained dataset repository."
+      },
+      "original_dataset_config": {
+        "source_hf": "latency-sensitive-bench/memory-rollouts",
+        "config_name": null,
+        "source_subdir": "demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
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+        "single_source_hf": "",
+        "mixed_source_hf": "",
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+          "suffix": "debug"
+        }
+      },
+      "weights": [
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+          "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2_exp3/checkpoints/steps_4000_model.safetensors",
+          "identity": "834ce01a8a1ec7ec4da4b6ea2765d7dbc249af3f80e59c571744dcee4242a13e",
+          "source_path": "checkpoints/steps_4000_model.safetensors",
+          "size": 9784896958
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+      ],
+      "paper_locations": [
+        "paper/tables/table7_memory_comparison"
+      ],
+      "paper_identity_confirmed": false,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "training_recipe_dataset_reference": {
+        "repo": "latency-sensitive-bench/memory-rollouts",
+        "revision": "189c04468447ed75c3203b44844b52d11832def7",
+        "path": "demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2",
+        "evidence": "Original training config directly names this retained dataset repository."
+      }
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_2"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/README.md

@@ -0,0 +1,7 @@
+# openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/artifact.json

@@ -0,0 +1,122 @@
+{
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+    "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2"
+  },
+  "checkpoint": [
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+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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+    }
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+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_1000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_2000.json"
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+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_3000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/mid_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2/eval/post_train/step_5000.json"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_exp2",
+      "source_revision": "c4cbca936a122c2d55b1edee3959656f8174c5b7",
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+      "framework": "QwenOFT",
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+        "source_subdir": null
+      },
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+      },
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+        }
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+      "paper_locations": [
+        "paper/tables/table7_memory_comparison"
+      ],
+      "paper_identity_confirmed": false,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "training_recipe_dataset_reference": {
+        "repo": "latency-sensitive-bench/benchmark-datasets",
+        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
+        "source_subdir": null
+      }
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/README.md

@@ -0,0 +1,7 @@
+# openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/artifact.json

@@ -0,0 +1,122 @@
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+    "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1"
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+  "checkpoint": [
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+    }
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+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_1000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_2000.json"
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_4000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/mid_train/step_5000.json"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/eval/post_train/step_5000.json"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1",
+      "source_revision": "bc733d64e32512a8fc76f9be022eb5b0d7c0e2cb",
+      "target_repo": "latency-sensitive-bench/memory-models",
+      "target_run": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1",
+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1",
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+      "training_data_mix": "demon_attack_train__bridge",
+      "dataset_reference": {
+        "repo": "latency-sensitive-bench/benchmark-datasets",
+        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
+        "source_subdir": null
+      },
+      "original_dataset_config": {
+        "source_hf": "latency-sensitive-bench/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
+        "config_name": null,
+        "source_subdir": null,
+        "converted_name": "demon_attack_train",
+        "single_source_hf": "",
+        "mixed_source_hf": "",
+        "single_converted_name": "demon_attack_train",
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+        "mixed_latency_filter": null,
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+        "skip_verification": false,
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+        "verify_rows": 200,
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+        "episodes_per_latency": 40,
+        "latency_filter": [
+          6
+        ],
+        "debug_subset": {
+          "enabled": false,
+          "max_episodes": 5,
+          "suffix": "debug"
+        }
+      },
+      "weights": [
+        {
+          "path": "openvla_bridge_demon_attack_fixed_latency_6_200ep_7k2steps_ghost15_seed1/checkpoints/steps_5000_model.safetensors",
+          "identity": "2506bd51c7054d65cc980738979dd484de07b4af15da554185cbc28ede512de5",
+          "source_path": "checkpoints/steps_5000_model.safetensors",
+          "size": 9138230516
+        }
+      ],
+      "paper_locations": [
+        "paper/tables/table7_memory_comparison"
+      ],
+      "paper_identity_confirmed": false,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "training_recipe_dataset_reference": {
+        "repo": "latency-sensitive-bench/benchmark-datasets",
+        "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+        "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15",
+        "source_subdir": null
+      }
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps_ghost15"
+    }
+  ]
+}

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/README.md

@@ -0,0 +1,7 @@
+# openvla_demon_attack_fix_latency_2_small
+
+Demon Attack · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/archive/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/artifact.json

@@ -0,0 +1,78 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/latency-transfer-models",
+    "revision": "857ab8492f7514a420397a9644fcc8e0272fe6b2",
+    "path": "historical/openvla_demon_attack_fix_latency_2_small"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/checkpoints/best_model.safetensors"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_demon_attack_fix_latency_2_small/checkpoints/steps_2000_model.safetensors"
+    }
+  ],
+  "evaluation": [],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
+      "source_repo": "latency-sensitive-bench/openvla_demon_attack_fix_latency_2_small",
+      "source_revision": "bb91ae40a1bb9b9f6a93be031193de603da86ecd",
+      "target_repo": "latency-sensitive-bench/latency-transfer-models",
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+      "artifact_state": "complete_checkpoint_bundle",
+      "framework": "QwenOFT",
+      "run_id": "openvla_demon_attack_fix_latency_2_small",
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+      "seed": 42,
+      "training_data_root": "/workspace/starVLA/data/demon_attack_fix_latency_2_small",
+      "training_data_mix": "demon_attack_train__bridge",
+      "dataset_reference": null,
+      "original_dataset_config": {
+        "source_hf": "",
+        "converted_name": "demon_attack_train",
+        "single_source_hf": "",
+        "mixed_source_hf": "",
+        "single_converted_name": "demon_attack_train",
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+          "suffix": "debug"
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+      },
+      "weights": [
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+          "path": "historical/openvla_demon_attack_fix_latency_2_small/checkpoints/best_model.safetensors",
+          "identity": "adb853d16890002501675633ddefc2126fd3f102a63cf6ece7a5e56d0c8c662c",
+          "source_path": "checkpoints/best_state/model.safetensors",
+          "size": 9138230516
+        },
+        {
+          "path": "historical/openvla_demon_attack_fix_latency_2_small/checkpoints/steps_2000_model.safetensors",
+          "identity": "adb853d16890002501675633ddefc2126fd3f102a63cf6ece7a5e56d0c8c662c",
+          "source_path": "checkpoints/steps_2000_state/model.safetensors",
+          "size": 9138230516
+        }
+      ],
+      "paper_locations": [],
+      "paper_identity_confirmed": false,
+      "interpretation": "The paper experiment type is known; an exact plotted checkpoint binding is recorded only when its immutable source manifest establishes it.",
+      "unpublished_training_data": "The recorded local training directory has no recovered exact HF source. No replacement dataset is assumed."
+    }
+  ],
+  "training_data": []
+}

latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/README.md

@@ -0,0 +1,7 @@
+# wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce
+
+Demon Attack · wanoft · H8
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/demon-attack)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/demon-attack/vla/starvla-wanoft-h8/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/artifact.json

@@ -0,0 +1,85 @@
+{
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+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce"
+  },
+  "checkpoint": [
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+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
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+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/eval/fixed_6/eval_latency_6/episode_metrics.jsonl"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
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+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/hydra/.hydra/hydra.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/hydra/.hydra/overrides.yaml"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/hydra/train_starvla_hydra.log"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/demon-attack/wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/summary.jsonl"
+    }
+  ],
+  "asset_state": "complete_bundle",
+  "paper_source_confirmed": true,
+  "original_training_bindings": [
+    {
+      "run": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce",
+      "framework": "WanOFT",
+      "weight_path": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/checkpoints/steps_5000_pytorch_model.pt",
+      "config_path": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/config.full.yaml",
+      "normalization_path": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/dataset_statistics.json",
+      "source_repo": "latency-sensitive-bench/memory",
+      "source_revision": "19560a283b9b2f0e94f4ee134e8913c7ac6ec441",
+      "source_weight_path": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce/checkpoints/steps_5000_pytorch_model.pt",
+      "source_weight_sha256": "791c66ee0313063e3eeec01a3eeb788e642f8e22952e232caa6562998d0754dd",
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+        "repo": "latency-sensitive-bench/memory-data",
+        "revision": "49da56bd92b9842fb457418aba760a1b03379258",
+        "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+      },
+      "image_mode": "single",
+      "num_obs_frames": 1,
+      "evaluation_repo": "latency-sensitive-bench/memory-data",
+      "evaluation_revision": "49da56bd92b9842fb457418aba760a1b03379258",
+      "evidence_directory": "wan_oft_demon_attack_fix_latency_6_context5_standard_sft_5000_effbs128_224_currentce"
+    }
+  ],
+  "training_data": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "latency-aware/demon-attack/demon_attack_fixed_latency_6_200ep_7k2steps",
+      "config_name": "demon_attack_fixed_latency_6_200ep_7k2steps"
+    }
+  ]
+}

latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/README.md

@@ -0,0 +1,7 @@
+# memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0
+
+Flappy Bird · sample-factory · rollout teacher
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/visual-history/archive/flappy)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.

latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/artifact.json

@@ -0,0 +1,49 @@
+{
+  "source": {
+    "repo": "latency-sensitive-bench/memory-models",
+    "revision": "289306dcd0bd72502011d98e71b0648d149071bc",
+    "path": "memory/rollout_teachers/flappy"
+  },
+  "checkpoint": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-models",
+      "revision": "a4099f759f71ffa72d967be3695c8e054cfc377c",
+      "path": "latency-aware/flappy/small-policy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/checkpoint_p0/checkpoint_000048840_25034752.pth"
+    }
+  ],
+  "evaluation": [
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/flappy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/episode_metrics.jsonl"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/flappy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/git.diff"
+    },
+    {
+      "repo": "latency-sensitive-bench/benchmark-datasets",
+      "revision": "15d17287246bd19940c837d6c8a5327564f969c5",
+      "path": "evaluations/flappy/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/sf_log.txt"
+    }
+  ],
+  "asset_state": "teacher_bundle",
+  "paper_source_confirmed": false,
+  "original_training_bindings": [
+    {
+      "run": "memory/rollout_teachers/flappy",
+      "framework": "Sample Factory",
+      "weight_path": "memory/rollout_teachers/flappy/train/memory_rollout_teacher:flappy:teacher:fixed_l3:fs4:obs30:stride1:seed0/checkpoint_p0/checkpoint_000048840_25034752.pth",
+      "source_repo": "latency-sensitive-bench/paper-experiment-models",
+      "source_revision": "7a26e7762131275e85f5b2398fd0406affb820b8",
+      "source_weight_sha256": "73335509ad209b093377f3c98b5da814a2ae29f23ba9c5ef2d363cae3766cbd2",
+      "train_step": 48840,
+      "env_steps": 25034752,
+      "selection": "latest in config and final checkpoint in training log",
+      "evidence_repo": "latency-sensitive-bench/memory-data",
+      "evidence_revision": "49da56bd92b9842fb457418aba760a1b03379258"
+    }
+  ],
+  "training_data": []
+}

latency-aware/flappy/vla/starvla-qwenoft-h1/flappy_curriculum_cumulative_40ep_per_latency/README.md

@@ -0,0 +1,7 @@
+# flappy_curriculum_cumulative_40ep_per_latency
+
+Flappy Bird · qwenoft · H1
+
+[Experiment settings and asset manifest](https://huggingface.co/datasets/latency-sensitive-bench/benchmark-datasets/tree/main/experiments/latency-transfer/flappy)
+
+Download this run at the fixed revision in the task manifest. Keep the checkpoint, original configuration and normalization statistics together. Original local paths describe source provenance. `artifact.json` records the current asset references.