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8
booth-algo commited on
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1 Parent(s): 58cfaaf

Keep MSE validation tabular in dataset repo (#8)

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- Keep MSE validation tabular in dataset repo (b64565682bc3e8965ccd54b81d4007896b2c03bf)

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  1. README.md +7 -7
  2. mse_validation/README.md +19 -19
  3. mse_validation/main/apc_off/h100_swebench_c5_s40_codechars_apc_off_v2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  4. mse_validation/main/apc_off/h100_swebench_c5_s40_codechars_apc_off_v2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
  5. mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  6. mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json +0 -1040
  7. mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
  8. mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json +0 -1040
  9. mse_validation/main/prefix_aware/h100_swebench_c5_s40_codechars_sharedprefix/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  10. mse_validation/main/prefix_aware/h100_swebench_c5_s40_codechars_sharedprefix/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
  11. mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  12. mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json +0 -1040
  13. mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
  14. mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json +0 -1040
  15. mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20.json +0 -0
  16. mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20_per_turn.json +0 -1038
  17. mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20.json +0 -0
  18. mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20_per_turn.json +0 -1038
  19. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  20. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json +0 -1038
  21. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
  22. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json +0 -1038
  23. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  24. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json +0 -1038
  25. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
  26. mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json +0 -1038
  27. mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5.json +0 -0
  28. mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5_per_turn.json +0 -718
  29. mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5.json +0 -0
  30. mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5_per_turn.json +0 -718
  31. mse_validation/manifest.csv +29 -29
  32. mse_validation/summary.parquet +2 -2
  33. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100.json +0 -0
  34. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100_per_turn.json +0 -1040
  35. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100.json +0 -0
  36. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100_per_turn.json +0 -1040
  37. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100.json +0 -0
  38. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100_per_turn.json +0 -1040
  39. mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100.json +0 -0
  40. mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc100.json +0 -0
  41. mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc100_per_turn.json +0 -720
  42. mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc100.json +0 -0
  43. mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc100_per_turn.json +0 -720
  44. mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20.json +0 -0
  45. mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20_per_turn.json +0 -1040
  46. mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20.json +0 -0
  47. mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20_per_turn.json +0 -1040
  48. mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json +0 -0
  49. mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json +0 -1040
  50. mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json +0 -0
README.md CHANGED
@@ -238,9 +238,9 @@ dataset_info:
238
  dtype: string
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  - name: comparison_group
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  dtype: string
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- - name: raw_json_path
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  dtype: string
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- - name: per_turn_json_path
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  dtype: string
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  - name: replay_kind
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  dtype: string
@@ -418,11 +418,11 @@ dataset_info:
418
 
419
  # AgentPerfBench
420
 
421
- LLM inference benchmark: 3,392 main sweep rows measuring TTFT, TPOT, ITL, and throughput across 9 models, up to 14 GPU configurations, and 2 serving engines (vLLM 0.19.0, SGLang 0.5.9). All models served in BF16 except gpt-oss, which uses mxfp4 for projection weights. The dataset also includes 148,077 per-kernel NCU profiles, 28 curated MSE validation rows for the distributional synthetic replay generator, and 56 layer-roofline validation rows.
422
 
423
  ## Dataset configurations
424
 
425
- The dataset provides five configurations. `trace_replay` replays exact input/output sequences from recorded agent sessions. `synthetic_distributional` samples from statistical distributions fitted to those same workloads, trading fidelity for faster sweeps across the hardware matrix. `kernels_labeled` contains per-kernel Nsight Compute labels. `mse_validation` contains paired synthetic-vs-real validation runs and ablations for the final APC-aware synthetic generator. `layer_roofline` exposes the per-layer roofline validation artifacts as a loadable tabular subset.
426
 
427
  ### trace_replay (3,147 rows)
428
 
@@ -442,7 +442,7 @@ Per-kernel Nsight Compute (ncu) profiles across 4 GPUs (A100, H100, RTX 3090, RT
442
 
443
  ### mse_validation (28 rows)
444
 
445
- Curated H100 / Llama-3.1-8B / vLLM validation artifacts for the distributional synthetic replay generator. The main rows keep paired MSE distributional replay and real trace replay runs with success rate at least 75%; supplementary rows preserve no-replacement and high-concurrency debug runs.
446
 
447
  The headline SWE-bench C=5 source-locked cascade is:
448
 
@@ -453,7 +453,7 @@ The headline SWE-bench C=5 source-locked cascade is:
453
  | APC off, code-morph filler, no shared prefix | +11.7% |
454
  | APC on, code-morph filler, 1024-token shared prefix | -3.2% |
455
 
456
- See `mse_validation/README.md`, `mse_validation/manifest.csv`, and `mse_validation/fidelity_deltas.csv` for the filtering rule and raw JSON pointers.
457
 
458
  ### layer_roofline (56 rows)
459
 
@@ -566,7 +566,7 @@ ds = load_dataset("agent-perf-bench/AgentPerfBench", "trace_replay")
566
 
567
  ## Future releases
568
 
569
- - Full per-request and multi-turn granularity data for the main sweep (pending raw JSON availability from collection infrastructure). Curated raw JSONs are included for `mse_validation`.
570
  - Additional per-kernel roofline profiles beyond the included `kernels_labeled`, `layer_roofline`, and raw `per_layer_oi_cf` artifacts.
571
  - This is version 1.0. Updates will be tagged with semantic versions.
572
 
 
238
  dtype: string
239
  - name: comparison_group
240
  dtype: string
241
+ - name: raw_json_r2_uri
242
  dtype: string
243
+ - name: per_turn_json_r2_uri
244
  dtype: string
245
  - name: replay_kind
246
  dtype: string
 
418
 
419
  # AgentPerfBench
420
 
421
+ LLM inference benchmark: 3,392 main sweep rows measuring TTFT, TPOT, ITL, and throughput across 9 models, up to 14 GPU configurations, and 2 serving engines (vLLM 0.19.0, SGLang 0.5.9). All models served in BF16 except gpt-oss, which uses mxfp4 for projection weights. The dataset also includes 148,077 per-kernel NCU profiles, 28 curated tabular MSE validation rows for the distributional synthetic replay generator, and 56 layer-roofline validation rows.
422
 
423
  ## Dataset configurations
424
 
425
+ The dataset provides five configurations. `trace_replay` replays exact input/output sequences from recorded agent sessions. `synthetic_distributional` samples from statistical distributions fitted to those same workloads, trading fidelity for faster sweeps across the hardware matrix. `kernels_labeled` contains per-kernel Nsight Compute labels. `mse_validation` contains tabular paired synthetic-vs-real validation rows and ablations for the final APC-aware synthetic generator, with raw JSON artifacts referenced in R2 rather than stored in the dataset repo. `layer_roofline` exposes the per-layer roofline validation artifacts as a loadable tabular subset.
426
 
427
  ### trace_replay (3,147 rows)
428
 
 
442
 
443
  ### mse_validation (28 rows)
444
 
445
+ Curated H100 / Llama-3.1-8B / vLLM validation table for the distributional synthetic replay generator. The main rows keep paired MSE distributional replay and real trace replay runs with success rate at least 75%; supplementary rows preserve no-replacement and high-concurrency debug runs. Raw aggregate/per-turn JSON artifacts are referenced through R2 URI columns, not stored as dataset files.
446
 
447
  The headline SWE-bench C=5 source-locked cascade is:
448
 
 
453
  | APC off, code-morph filler, no shared prefix | +11.7% |
454
  | APC on, code-morph filler, 1024-token shared prefix | -3.2% |
455
 
456
+ See `mse_validation/README.md`, `mse_validation/manifest.csv`, and `mse_validation/fidelity_deltas.csv` for the filtering rule and R2 raw-artifact URIs.
457
 
458
  ### layer_roofline (56 rows)
459
 
 
566
 
567
  ## Future releases
568
 
569
+ - Full per-request and multi-turn granularity data for the main sweep (pending raw JSON availability from collection infrastructure). Curated raw JSONs are referenced from R2 for `mse_validation`.
570
  - Additional per-kernel roofline profiles beyond the included `kernels_labeled`, `layer_roofline`, and raw `per_layer_oi_cf` artifacts.
571
  - This is version 1.0. Updates will be tagged with semantic versions.
572
 
mse_validation/README.md CHANGED
@@ -1,35 +1,35 @@
1
  # MSE Validation
2
 
3
- Curated validation artifacts for the distributional synthetic replay generator used in the AgentPerfBench submission.
4
 
5
- The main split keeps only paired H100 / Llama-3.1-8B / vLLM runs where MSE distributional replay and real trace replay were run under comparable conditions with request success rate at least 75%. The supplementary split keeps diagnostic runs that explain the experimental progression but are not the headline fidelity claim.
 
 
6
 
7
  ## Files
8
 
9
- - `summary.parquet`: one row per aggregate JSON run.
10
- - `manifest.csv`: human-readable copy of the summary table with raw JSON pointers.
11
  - `fidelity_deltas.csv`: paired MSE-vs-real median deltas by turn-depth bin and metric.
12
- - `main/`: paper-facing validation and ablation runs.
13
- - `supplementary/`: no-replacement and high-concurrency debug runs.
14
- - `notes/`: session notes documenting the debugging process.
15
 
16
- ## Main Runs
17
 
18
- | Directory | Role |
19
  | --- | --- |
20
- | `main/prefix_aware/` | Final SWE-bench proof: code-morph filler plus APC-aligned 1024-token shared prefix. |
21
- | `main/apc_off/` | Ablation with prefix caching disabled. |
22
- | `main/morphology/` | Code-morph filler without shared prefix. |
23
- | `main/source_locked_baseline/` | Source-locked English-filler baseline. |
24
- | `main/terminalbench/` | Clean TerminalBench validation. |
25
- | `main/swebench_noise_floor/` | Initial SWE-bench paper validation and repeat/noise-floor runs. |
26
 
27
- ## Supplementary Runs
28
 
29
- | Directory | Role |
30
  | --- | --- |
31
- | `supplementary/option2_no_replacement/` | No-replacement sampling progression runs. |
32
- | `supplementary/high_concurrency/` | C=100 saturation/debug runs; not used as the main fidelity claim. |
33
 
34
  ## Headline SWE-Bench Cascade
35
 
 
1
  # MSE Validation
2
 
3
+ Curated tabular validation subset for the distributional synthetic replay generator used in the AgentPerfBench submission.
4
 
5
+ This directory intentionally does **not** store raw runner JSON payloads. The Hugging Face dataset keeps the loadable tables and notes; raw aggregate and per-turn JSON artifacts remain in the R2 archive referenced by `raw_json_r2_uri` and `per_turn_json_r2_uri` in `summary.parquet` / `manifest.csv`.
6
+
7
+ R2 archive root: `s3://agent-bench/bench_mse/`
8
 
9
  ## Files
10
 
11
+ - `summary.parquet`: one row per aggregate validation run, including R2 URIs for raw JSON provenance.
12
+ - `manifest.csv`: human-readable copy of the summary table.
13
  - `fidelity_deltas.csv`: paired MSE-vs-real median deltas by turn-depth bin and metric.
14
+ - `notes/`: session notes documenting the debugging process and morphology/prefix-cache findings.
 
 
15
 
16
+ ## Main Validation Stages
17
 
18
+ | Stage | Role |
19
  | --- | --- |
20
+ | `prefix_aware` | Final SWE-bench proof: code-morph filler plus APC-aligned 1024-token shared prefix. |
21
+ | `apc_off_v2` | Ablation with prefix caching disabled. |
22
+ | `morphology` | Code-morph filler without shared prefix. |
23
+ | `source_locked_baseline` | Source-locked English-filler baseline. |
24
+ | `paper_terminalbench` | Clean TerminalBench validation. |
25
+ | `paper_swe_noise_*` / `paper_swe_c20` | Initial SWE-bench paper validation and repeat/noise-floor runs. |
26
 
27
+ ## Supplementary Stages
28
 
29
+ | Stage | Role |
30
  | --- | --- |
31
+ | `option2_no_replacement` | No-replacement sampling progression runs. |
32
+ | `high_concurrency` | C=100 saturation/debug runs; not used as the main fidelity claim. |
33
 
34
  ## Headline SWE-Bench Cascade
35
 
mse_validation/main/apc_off/h100_swebench_c5_s40_codechars_apc_off_v2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json DELETED
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mse_validation/main/apc_off/h100_swebench_c5_s40_codechars_apc_off_v2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json DELETED
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mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json DELETED
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mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json DELETED
@@ -1,1040 +0,0 @@
1
- {
2
- "config": {
3
- "url": "http://localhost:8092/v1/chat/completions",
4
- "model": "/data/models/Llama-3.1-8B-Instruct",
5
- "backend": "vllm",
6
- "profile": "swebench-multiturn-mse-short",
7
- "concurrency": 5,
8
- "multi_turn_sessions": 40,
9
- "source_session_ids_file": "/tmp/swebench_source_locked_ids.txt",
10
- "num_requests": 20,
11
- "api_key": "test",
12
- "arrival": "steady",
13
- "target_rate": 10.0,
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- "warmup": 2,
15
- "seed": 42,
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- "timeout": 300,
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- "output": "results/mse_validation_morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json",
18
- "max_context_tokens": null,
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- "context_safety_margin_tokens": 256,
20
- "prefix_cache_block_size": 16,
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- "prefix_caching_state": "on",
22
- "chunked_prefill": "on",
23
- "max_model_len": 32768,
24
- "gpu_memory_utilization": 0.75,
25
- "tensor_parallel_size": 1,
26
- "dtype": null,
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- "kv_cache_dtype": null,
28
- "max_num_batched_tokens": null,
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- "max_num_seqs": null,
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- "ignore_eos": false,
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- "mode": "multi-turn",
32
- "scope": "mse",
33
- "min_success_rate": 0.75,
34
- "list_profiles": false,
35
- "include_inactive": false,
36
- "agent_type": null,
37
- "turn_style": null,
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- "serving_style": null,
39
- "data_source": null,
40
- "dashboard_scope": "mse",
41
- "profile_metadata": {
42
- "dataset": "distributional-multi-turn",
43
- "agent_type": "coding",
44
- "turn_style": "multi-turn",
45
- "serving_style": "not-disaggregated",
46
- "data_source": "distributional",
47
- "active": false,
48
- "prefix_caching_required": true,
49
- "isl_tokens": 32768,
50
- "osl_tokens": 2000,
51
- "min_turns": 13,
52
- "max_turns": 30,
53
- "num_sessions": 40,
54
- "profile_num_sessions": 100,
55
- "num_sessions_source": "source_session_ids_file",
56
- "source_session_ids_count": 40
57
- },
58
- "prediction_metadata": {
59
- "prefix_caching_state": "on",
60
- "prefix_caching_state_source": "cli",
61
- "prefix_cache_block_size": 16,
62
- "chunked_prefill": "on",
63
- "chunked_prefill_source": "cli",
64
- "max_context_tokens": null,
65
- "context_safety_margin_tokens": 256,
66
- "max_model_len": 32768,
67
- "gpu_memory_utilization": 0.75,
68
- "tensor_parallel_size": 1,
69
- "dtype": null,
70
- "kv_cache_dtype": null,
71
- "max_num_batched_tokens": null,
72
- "max_num_seqs": null,
73
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- 50649fe34001,main,morphology,"APC on, code-morph filler, no shared prefix",swebench_c5_source_locked_cascade,mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,mse_validation/main/morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,265.08116175900795,1182,18,4.459011693462346,37679.7390418883,136.80338413850973,37816.54242602681,440.4139757036116,193.97269999899436,1196.0008790978484,2227.8210195430443,20.30388848716471,9.21717606408183,51.924864350408725,104.00364550463564,21.004609711790604,8.314020989928395,21.565615301369757,275.3075586500927,1068.9187176255632,550.8867435128195,2704.058721987532,5516.02235999832
6
- cd235400affc,main,paper_swe_c20,SWE-bench C=20 paper validation,swebench_c20_paper_validation,mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20.json,mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,1.0,1167,213.6174652010668,1167,0,5.4630364558514195,45800.056614243265,159.79966791511916,45959.856282158384,1441.9480608076922,826.5257369494066,4065.624362346719,7494.211644302117,72.50649634265989,18.46604641504222,234.33575476698866,275.9283645288252,70.83480695073338,13.22888396680355,256.45875302143395,366.23688822146505,3374.0971662015745,1338.6946399696171,9961.396067216996,15624.062886310272
7
- 64cfe53aaf98,main,paper_swe_c20,SWE-bench C=20 paper validation,swebench_c20_paper_validation,mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20.json,mse_validation/main/swebench_noise_floor/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,195.93608340795618,1182,18,6.032579499606369,50107.3657757994,186.54042361303956,50293.90619941244,1159.4202453844753,716.4855854935013,3047.429695865142,6483.875724109823,65.52830873429383,18.651059497575936,203.26606884069577,265.0398153728843,60.606183862305066,12.288927508052438,253.49600554909557,353.6588239832781,2976.952332351278,1291.2053135223687,8322.338713647343,14760.068320103464
8
- 1a344a385dc2,main,paper_swe_noise_run1,SWE-bench C=5 paper validation run 1,swebench_c5_paper_noise_floor,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,1167,273.2202001910191,1167,0,4.271280085382061,35808.81645339485,122.78008718442727,35931.59654057928,477.69554339559954,216.44572401419282,1372.7299891645093,2274.8622927418905,23.134386274022418,9.595388684829231,57.974244576119105,133.70474508963505,24.112412744754295,8.520238450728357,34.55568939680235,287.80454105581157,1146.803653079058,531.9251549663022,2731.6321233753124,6064.605886558998
9
- 5e65d1c27253,main,paper_swe_noise_run1,SWE-bench C=5 paper validation run 1,swebench_c5_paper_noise_floor,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,264.6599352239864,1182,18,4.466108551714306,37739.70922930522,133.9341369142276,37873.64336621945,428.4265638439792,168.71579206781462,1219.8061751318169,2261.070040980121,21.262437102909956,9.273230979949627,54.031273264531045,118.71422304596659,22.33960039534316,8.479109965264797,21.648543630726614,291.27760160248727,1084.5288763989067,516.8145115021616,2743.679627100938,5761.856896079849
10
- 7f32fd2d2a18,main,paper_swe_noise_run2,SWE-bench C=5 paper validation run 2,swebench_c5_paper_noise_floor,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,1167,274.2377713540336,1167,0,4.255431315088374,35675.946284472666,124.26807522441875,35800.214359697085,483.05582093450397,229.57683994900435,1396.08162723016,2320.061400718986,22.36038076201824,9.268450314578201,56.638354236341044,131.29198377662203,23.36595559897585,8.523122989572585,33.00669009331614,284.52294745948234,1141.4877962487237,552.5386040098965,2665.860987873748,6254.558313298021
11
- a32b5396992d,main,paper_swe_noise_run2,SWE-bench C=5 paper validation run 2,swebench_c5_paper_noise_floor,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,mse_validation/main/swebench_noise_floor/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,261.2554307850078,1182,18,4.524307863949022,38231.50764746964,135.67182084405505,38367.1794683137,420.8939237633953,144.97238997137174,1265.4226936399941,2200.9158446756196,21.18780713049682,9.314619707581155,53.852768905111105,113.9706850619106,22.02102325733304,8.436660980805755,20.962636859621856,292.17563044512644,1068.5367443713646,485.31355697195977,2689.8027500603353,5543.358963629005
12
- 145fcdf03627,main,paper_terminalbench,"TerminalBench short validation, C=5",terminalbench_c5_paper_validation,mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5.json,mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,terminalbench,terminalbench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,785,65.55688552896027,785,0,11.974333339145895,53950.24445506318,385.604041376139,54335.848496439314,115.78323003957581,87.5918340170756,232.64894881285727,376.5304249851025,8.205743330861228,7.905699185688387,9.98507408837143,14.08759514504493,8.501432477829274,7.72429199423641,13.00776400603354,35.722110269125224,382.16055402440276,313.13595501706004,676.3905648142099,1465.1753780152646
13
- 67af26c44711,main,paper_terminalbench,"TerminalBench short validation, C=5",terminalbench_c5_paper_validation,mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5.json,mse_validation/main/terminalbench/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5_per_turn.json,real_trace,terminalbench,terminalbench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.9920424403183024,754,74.78070925793145,748,6,10.002579641495778,43865.871727501435,379.93755718473005,44245.80928468617,93.45884519202117,69.07616497483104,169.31909129489213,316.2354028341358,7.873573555385312,7.582243694333306,9.727427896965915,12.890135603457242,8.206998318604949,7.514781027566642,10.577184078283608,33.929778898600475,401.7709347475158,297.13065701071173,719.0514815622012,2085.492224018089
14
- da6c14fccdad,main,prefix_aware,"APC on, code-morph filler, 1024-token shared prefix",swebench_c5_source_locked_cascade,mse_validation/main/prefix_aware/h100_swebench_c5_s40_codechars_sharedprefix/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,True,on,on,True,1024,True,code,3.8,32768,1.0,1182,267.44291403499665,1182,0,4.419634763048266,38135.461680863176,134.21181910732184,38269.6734999705,440.5048568339815,187.38520349143073,1259.66774430126,2191.075766384893,20.644243336153238,9.616832410260526,52.98161230141598,106.44421170909489,21.53734081701592,8.439388489932753,23.399208203773014,273.9817123109242,1083.8910088738583,530.9660005004844,2718.066831189209,5383.236061407661
15
- b28cf2e7b761,main,prefix_aware,"APC on, code-morph filler, 1024-token shared prefix",swebench_c5_source_locked_cascade,mse_validation/main/prefix_aware/h100_swebench_c5_s40_codechars_sharedprefix/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,261.32979455401073,1182,18,4.5230204310121565,38220.62852437469,136.80032183475853,38357.42884620945,440.0799593616341,199.6352939895587,1251.6848981991645,2136.083907811554,20.06680383620538,9.347490752210549,51.28422863002926,101.8693736190715,21.227410535818755,8.468129992252216,23.3270289900247,275.6782173906686,1066.4331443197743,543.8417029945413,2615.4755924886567,5233.048197368059
16
- 1ff1c84ec7a7,main,source_locked_baseline,"APC on, English filler, source-locked sessions",swebench_c5_source_locked_baseline,mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,True,on,on,False,0,False,,0.0,32768,1.0,1182,303.09246197901666,1182,0,3.899800055343609,33649.992261127525,107.54473993568553,33757.53700106321,545.144275779475,255.72426203871146,1473.0773834744473,2511.190965942808,25.509458753960796,10.033672037913444,63.094883788695775,138.82050008273933,25.99107455830206,8.48372298059985,36.262310517486185,293.6455623130314,1246.1343801224032,654.3504134751856,3067.4562554573645,5991.87605479034
17
- 71ef83d74a1a,main,source_locked_baseline,"APC on, English filler, source-locked sessions",swebench_c5_source_locked_baseline,mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,mse_validation/main/source_locked_baseline/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,266.6778779369779,1182,18,4.43231365550064,37454.13409341902,131.5482194150744,37585.6823128341,427.4843268903278,174.20451156795025,1252.5133631541423,2256.3041104923473,21.51550543821909,9.217819608687485,57.20000213735286,107.17033508932232,22.552164610132955,8.397150493692607,26.661662128754042,292.6283724175297,1085.0875141201918,515.2249140082859,2782.4373233830565,5496.498800832786
18
- 83f936fab1bd,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100.json,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,code,3.8,32768,0.9989785495403473,2937,714.330002578994,2934,3,4.1073453297596085,33613.70642883604,133.07574882309078,33746.78217765914,11404.747852115674,8348.759102489566,27329.253287613396,38507.42821694294,157.8825956209498,203.56613982737173,241.24405435524284,259.52938376812784,146.99625523387778,211.64316349313594,264.8233374027768,344.7092446524766,16141.778827778937,14514.878660993418,33367.171439001686,42541.77804588253
19
- 6c2ef7cd7d13,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100.json,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,english,3.8,32768,0.9989785495403473,2937,701.806291365996,2934,3,4.180640778083168,34242.266414034566,121.09894289288762,34363.365356927454,11272.793347542842,7590.517514006933,27482.63831800141,38306.06869112933,159.74485912021612,205.53766898692862,241.7328083039882,254.1435518790629,153.62695194183524,210.750766491401,269.4278090057196,348.5675821197219,15686.697672434564,13596.890275992337,33122.40975711611,42198.422623880615
20
- 894c0ddc1178,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100.json,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,,0.0,32768,0.9915569064505235,2961,625.1484209310147,2936,25,4.696484709387098,37532.064729615886,156.4828394740439,37688.547569089926,9768.041514624538,6139.623801005655,24705.205047503114,35258.735801647716,144.12944650038273,180.7166006656078,243.9813939965456,263.94521597816885,132.5779142124671,186.91001198021695,268.5250240028836,344.75404180120677,14156.884824741632,12248.457257504924,30879.872642995906,39475.86246880528
21
- 7b7b71da2c4a,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,mse_validation/supplementary/high_concurrency/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100.json,,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,,0.0,32768,0.9935832489023978,2961,628.3699941059749,2942,19,4.6819549430997025,37446.95676227908,154.09870125604598,37601.05546353512,10037.837794683874,6276.1433474952355,25792.996192892322,36303.799112804154,144.17367940289694,177.00233212640458,245.66821320389096,268.0397658547154,133.2892694008636,197.88971050002147,269.13339931925293,343.02239260199724,14368.333283578562,12346.767228998942,31578.96604950365,39961.134907815744
22
- 772f4fadda88,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc100.json,mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc100_per_turn.json,mse_distributional,terminalbench,terminalbench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,english,3.8,32768,0.9989218328840971,1855,259.32427515499876,1853,2,7.145493798806369,36913.30090204044,223.61963593782045,37136.920537978265,5256.451737690035,2965.5242470034864,13854.730185802327,21011.38604423497,129.10503194742498,135.8683509476434,229.995145885235,244.86747657586164,116.74320197369205,20.814563002204522,260.86967738810927,343.1673013011459,8813.835951986348,7950.964566000039,19307.93946678168,22653.439529840834
23
- 71521b7d7804,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc100.json,mse_validation/supplementary/high_concurrency/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc100_per_turn.json,real_trace,terminalbench,terminalbench-multiturn-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,,0.0,32768,0.9882037533512065,1865,226.481441780983,1843,22,8.137532088753911,41086.27147030701,319.92908306398857,41406.200553370996,3593.1302679169235,1824.7027299948968,10366.954008588793,16603.965035030265,95.11000004257771,60.1831708336249,227.45029556598246,246.63300522896395,73.14741028915844,13.862965992302634,245.14617489476223,326.0388038388919,6424.810709332628,3963.7394250021316,15413.368429394905,18617.556975486805
24
- da3e3247d062,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20.json,mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,1.0,1174,250.66736541094724,1174,0,4.68349758284382,40815.133566458215,133.73101019769211,40948.864576655906,1759.34129824564,909.801886533387,4716.449376556557,8357.727044817293,83.66023886492046,24.492333008575404,245.6422307156922,265.4057967181836,79.43622379276847,13.038350967690349,262.19613403081894,356.77331815939397,3893.0201055830084,1647.0019975095056,10726.696165790781,17371.707495892184
25
- 695b6aa388e4,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,1174,305.78445083799306,1174,0,3.8393057488132194,33458.280733249165,109.3842407890158,33567.66497403818,567.5779736728338,269.21927445800975,1476.2106750044045,2630.038802834459,24.49926584328444,10.156882409643297,58.00979951336805,145.43950025259977,24.37453199788869,8.447915024589747,34.6702313865535,290.0749044935219,1242.2816943693779,670.7462139893323,2797.655322146602,5184.884047282391
26
- 0aeaf6338158,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20.json,mse_validation/supplementary/option2_no_replacement/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,202.55866853299085,1182,18,5.835346413760056,48469.122902044364,179.71583375643596,48648.838735800804,1217.3757246107866,721.0793279809877,3053.024161874783,6206.742987947075,65.15260359175859,18.874431830356897,199.34450702540377,265.5678216825306,60.664326628816546,11.74948550760746,255.73581382632256,353.9247915858869,3010.270195106157,1274.9536985065788,7918.101687612945,14534.94788430632
27
- b6f05b6669d5,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,271.1913410599809,1182,18,4.358546240377824,36830.781399435815,136.99921190250194,36967.78061133832,437.79882750640957,167.64886397868395,1284.5554248429842,2300.2103392651798,20.33047842519616,9.210135301495335,51.45043810475275,117.5328588598664,21.336200177781276,8.434997056610882,18.680925969965855,290.18082597758615,1096.1668828368154,517.0708865043707,2828.275060176384,5812.065208019939
28
- b9ef72d5afe4,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,mse_validation/supplementary/option2_no_replacement/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5.json,mse_validation/supplementary/option2_no_replacement/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,terminalbench,terminalbench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,727,56.97078460501507,727,0,12.760926587905955,61247.094000752826,373.6827594634523,61620.77676021628,110.96517240886091,72.55035301204771,247.5001882063225,505.50697762286296,8.474933954372457,7.950044618072834,10.665478783471153,21.030878087502977,8.845452803623878,7.7661629766225815,13.104909507092088,37.587740638991825,362.3534544640729,301.7230900004506,682.753461226821,1119.32544804411
29
- ca7b6aa83ff5,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,mse_validation/supplementary/option2_no_replacement/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5.json,mse_validation/supplementary/option2_no_replacement/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5_per_turn.json,real_trace,terminalbench,terminalbench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.9920424403183024,754,81.77906228089705,748,6,9.146595462671709,40084.72228185155,370.40043203180306,40455.12271388336,74.78172745213864,56.85236904537305,146.2475663400256,259.73347220686264,8.106482972393287,7.722627843793903,9.998400006482642,14.996897045966588,8.315332204178516,7.514592492952943,10.817926831077784,34.27996345679278,407.9823252128034,287.46115701505914,679.3918443145244,2520.321396642829
 
1
+ validation_id,tier,stage,stage_label,comparison_group,raw_json_r2_uri,per_turn_json_r2_uri,replay_kind,workload,profile,model,hardware,engine,tensor_parallelism,concurrency,sessions,source_locked,prefix_caching_state,chunked_prefill,prefix_aware_synthetic,shared_prefix_tokens,shared_prefix_block_aligned,synthetic_filler_style,synthetic_target_chars_per_token,max_model_len,success_rate,num_requests,duration_s,successful_requests,failed_requests,request_throughput,input_token_throughput,output_token_throughput,total_token_throughput,mean_ttft_ms,median_ttft_ms,p90_ttft_ms,p99_ttft_ms,mean_tpot_ms,median_tpot_ms,p90_tpot_ms,p99_tpot_ms,mean_itl_ms,median_itl_ms,p90_itl_ms,p99_itl_ms,mean_e2el_ms,median_e2el_ms,p90_e2el_ms,p99_e2el_ms
2
+ 052ed72b1217,main,apc_off_v2,"APC off, code-morph filler, no shared prefix",swebench_c5_source_locked_cascade,s3://agent-bench/bench_mse/h100-2/results/mse_validation_apc_off/h100_swebench_c5_s40_codechars_apc_off_v2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,off,on,False,0,False,code,3.8,32768,1.0,1174,368.2692344500101,1174,0,3.187885085631181,27781.364944262776,101.34433319073845,27882.709277453512,608.2994271514453,443.91504699888173,1349.1174726106694,2234.095771287101,29.08734310148356,23.43473922296556,55.44103630222919,121.87604546029985,28.596229172456667,8.635855992906727,78.20602688007067,272.06580173195107,1513.7349148899189,1234.353869498591,2947.4622712965365,5467.906014900072
3
+ 6babfb0f87e1,main,apc_off_v2,"APC off, code-morph filler, no shared prefix",swebench_c5_source_locked_cascade,s3://agent-bench/bench_mse/h100-2/results/mse_validation_apc_off/h100_swebench_c5_s40_codechars_apc_off_v2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,off,on,False,0,False,,0.0,32768,0.9858333333333333,1200,362.2306795089971,1183,17,3.2658746675007038,27585.959901421895,100.89979139685818,27686.85969281875,596.5886995133018,425.8225469966419,1378.5282577970065,2268.1153856171295,28.23718691735858,21.191109000129572,58.116543474612875,116.1214534101311,29.099423017482017,8.760152995819226,77.16634780517782,275.67852199194033,1489.3282643937669,1129.155761009315,2902.4319333955646,6040.833288535944
4
+ 858a40d2571f,main,morphology,"APC on, code-morph filler, no shared prefix",swebench_c5_source_locked_cascade,s3://agent-bench/bench_mse/h100-2/results/mse_validation_morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,True,on,on,False,0,False,code,3.8,32768,1.0,1182,300.95961642899783,1182,0,3.927437222391784,33888.46357865476,119.48446913469421,34007.948047789454,494.0696421666634,240.1829829905182,1271.514971714351,2283.7656793204956,23.83228626541251,10.57030768408202,58.11581862437641,125.07169320020698,24.339009172052197,8.539521499187686,34.45484230760485,272.96207648381824,1224.7175871287072,669.7692070156336,2952.4429079931006,5782.697663714363
5
+ 50649fe34001,main,morphology,"APC on, code-morph filler, no shared prefix",swebench_c5_source_locked_cascade,s3://agent-bench/bench_mse/h100-2/results/mse_validation_morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_morphology/h100_swebench_c5_s40_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,265.08116175900795,1182,18,4.459011693462346,37679.7390418883,136.80338413850973,37816.54242602681,440.4139757036116,193.97269999899436,1196.0008790978484,2227.8210195430443,20.30388848716471,9.21717606408183,51.924864350408725,104.00364550463564,21.004609711790604,8.314020989928395,21.565615301369757,275.3075586500927,1068.9187176255632,550.8867435128195,2704.058721987532,5516.02235999832
6
+ cd235400affc,main,paper_swe_c20,SWE-bench C=20 paper validation,swebench_c20_paper_validation,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,1.0,1167,213.6174652010668,1167,0,5.4630364558514195,45800.056614243265,159.79966791511916,45959.856282158384,1441.9480608076922,826.5257369494066,4065.624362346719,7494.211644302117,72.50649634265989,18.46604641504222,234.33575476698866,275.9283645288252,70.83480695073338,13.22888396680355,256.45875302143395,366.23688822146505,3374.0971662015745,1338.6946399696171,9961.396067216996,15624.062886310272
7
+ 64cfe53aaf98,main,paper_swe_c20,SWE-bench C=20 paper validation,swebench_c20_paper_validation,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c20_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,195.93608340795618,1182,18,6.032579499606369,50107.3657757994,186.54042361303956,50293.90619941244,1159.4202453844753,716.4855854935013,3047.429695865142,6483.875724109823,65.52830873429383,18.651059497575936,203.26606884069577,265.0398153728843,60.606183862305066,12.288927508052438,253.49600554909557,353.6588239832781,2976.952332351278,1291.2053135223687,8322.338713647343,14760.068320103464
8
+ 1a344a385dc2,main,paper_swe_noise_run1,SWE-bench C=5 paper validation run 1,swebench_c5_paper_noise_floor,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,1167,273.2202001910191,1167,0,4.271280085382061,35808.81645339485,122.78008718442727,35931.59654057928,477.69554339559954,216.44572401419282,1372.7299891645093,2274.8622927418905,23.134386274022418,9.595388684829231,57.974244576119105,133.70474508963505,24.112412744754295,8.520238450728357,34.55568939680235,287.80454105581157,1146.803653079058,531.9251549663022,2731.6321233753124,6064.605886558998
9
+ 5e65d1c27253,main,paper_swe_noise_run1,SWE-bench C=5 paper validation run 1,swebench_c5_paper_noise_floor,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,264.6599352239864,1182,18,4.466108551714306,37739.70922930522,133.9341369142276,37873.64336621945,428.4265638439792,168.71579206781462,1219.8061751318169,2261.070040980121,21.262437102909956,9.273230979949627,54.031273264531045,118.71422304596659,22.33960039534316,8.479109965264797,21.648543630726614,291.27760160248727,1084.5288763989067,516.8145115021616,2743.679627100938,5761.856896079849
10
+ 7f32fd2d2a18,main,paper_swe_noise_run2,SWE-bench C=5 paper validation run 2,swebench_c5_paper_noise_floor,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,1167,274.2377713540336,1167,0,4.255431315088374,35675.946284472666,124.26807522441875,35800.214359697085,483.05582093450397,229.57683994900435,1396.08162723016,2320.061400718986,22.36038076201824,9.268450314578201,56.638354236341044,131.29198377662203,23.36595559897585,8.523122989572585,33.00669009331614,284.52294745948234,1141.4877962487237,552.5386040098965,2665.860987873748,6254.558313298021
11
+ a32b5396992d,main,paper_swe_noise_run2,SWE-bench C=5 paper validation run 2,swebench_c5_paper_noise_floor,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_swebench_c5_s40_run2/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,261.2554307850078,1182,18,4.524307863949022,38231.50764746964,135.67182084405505,38367.1794683137,420.8939237633953,144.97238997137174,1265.4226936399941,2200.9158446756196,21.18780713049682,9.314619707581155,53.852768905111105,113.9706850619106,22.02102325733304,8.436660980805755,20.962636859621856,292.17563044512644,1068.5367443713646,485.31355697195977,2689.8027500603353,5543.358963629005
12
+ 145fcdf03627,main,paper_terminalbench,"TerminalBench short validation, C=5",terminalbench_c5_paper_validation,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,terminalbench,terminalbench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,785,65.55688552896027,785,0,11.974333339145895,53950.24445506318,385.604041376139,54335.848496439314,115.78323003957581,87.5918340170756,232.64894881285727,376.5304249851025,8.205743330861228,7.905699185688387,9.98507408837143,14.08759514504493,8.501432477829274,7.72429199423641,13.00776400603354,35.722110269125224,382.16055402440276,313.13595501706004,676.3905648142099,1465.1753780152646
13
+ 67af26c44711,main,paper_terminalbench,"TerminalBench short validation, C=5",terminalbench_c5_paper_validation,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5.json,s3://agent-bench/bench_mse/h100/results/mse_validation_paper/h100_terminalbench_c5_s40_run1/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5_per_turn.json,real_trace,terminalbench,terminalbench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.9920424403183024,754,74.78070925793145,748,6,10.002579641495778,43865.871727501435,379.93755718473005,44245.80928468617,93.45884519202117,69.07616497483104,169.31909129489213,316.2354028341358,7.873573555385312,7.582243694333306,9.727427896965915,12.890135603457242,8.206998318604949,7.514781027566642,10.577184078283608,33.929778898600475,401.7709347475158,297.13065701071173,719.0514815622012,2085.492224018089
14
+ da6c14fccdad,main,prefix_aware,"APC on, code-morph filler, 1024-token shared prefix",swebench_c5_source_locked_cascade,s3://agent-bench/bench_mse/h100-2/results/mse_validation_prefix_aware/h100_swebench_c5_s40_codechars_sharedprefix/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,True,on,on,True,1024,True,code,3.8,32768,1.0,1182,267.44291403499665,1182,0,4.419634763048266,38135.461680863176,134.21181910732184,38269.6734999705,440.5048568339815,187.38520349143073,1259.66774430126,2191.075766384893,20.644243336153238,9.616832410260526,52.98161230141598,106.44421170909489,21.53734081701592,8.439388489932753,23.399208203773014,273.9817123109242,1083.8910088738583,530.9660005004844,2718.066831189209,5383.236061407661
15
+ b28cf2e7b761,main,prefix_aware,"APC on, code-morph filler, 1024-token shared prefix",swebench_c5_source_locked_cascade,s3://agent-bench/bench_mse/h100-2/results/mse_validation_prefix_aware/h100_swebench_c5_s40_codechars_sharedprefix/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,261.32979455401073,1182,18,4.5230204310121565,38220.62852437469,136.80032183475853,38357.42884620945,440.0799593616341,199.6352939895587,1251.6848981991645,2136.083907811554,20.06680383620538,9.347490752210549,51.28422863002926,101.8693736190715,21.227410535818755,8.468129992252216,23.3270289900247,275.6782173906686,1066.4331443197743,543.8417029945413,2615.4755924886567,5233.048197368059
16
+ 1ff1c84ec7a7,main,source_locked_baseline,"APC on, English filler, source-locked sessions",swebench_c5_source_locked_baseline,s3://agent-bench/bench_mse/h100-2/results/mse_validation_source_locked_pair/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_source_locked_pair/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,True,on,on,False,0,False,,0.0,32768,1.0,1182,303.09246197901666,1182,0,3.899800055343609,33649.992261127525,107.54473993568553,33757.53700106321,545.144275779475,255.72426203871146,1473.0773834744473,2511.190965942808,25.509458753960796,10.033672037913444,63.094883788695775,138.82050008273933,25.99107455830206,8.48372298059985,36.262310517486185,293.6455623130314,1246.1343801224032,654.3504134751856,3067.4562554573645,5991.87605479034
17
+ 71ef83d74a1a,main,source_locked_baseline,"APC on, English filler, source-locked sessions",swebench_c5_source_locked_baseline,s3://agent-bench/bench_mse/h100-2/results/mse_validation_source_locked_pair/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_source_locked_pair/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,266.6778779369779,1182,18,4.43231365550064,37454.13409341902,131.5482194150744,37585.6823128341,427.4843268903278,174.20451156795025,1252.5133631541423,2256.3041104923473,21.51550543821909,9.217819608687485,57.20000213735286,107.17033508932232,22.552164610132955,8.397150493692607,26.661662128754042,292.6283724175297,1085.0875141201918,515.2249140082859,2782.4373233830565,5496.498800832786
18
+ 83f936fab1bd,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,code,3.8,32768,0.9989785495403473,2937,714.330002578994,2934,3,4.1073453297596085,33613.70642883604,133.07574882309078,33746.78217765914,11404.747852115674,8348.759102489566,27329.253287613396,38507.42821694294,157.8825956209498,203.56613982737173,241.24405435524284,259.52938376812784,146.99625523387778,211.64316349313594,264.8233374027768,344.7092446524766,16141.778827778937,14514.878660993418,33367.171439001686,42541.77804588253
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+ 6c2ef7cd7d13,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc100_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,english,3.8,32768,0.9989785495403473,2937,701.806291365996,2934,3,4.180640778083168,34242.266414034566,121.09894289288762,34363.365356927454,11272.793347542842,7590.517514006933,27482.63831800141,38306.06869112933,159.74485912021612,205.53766898692862,241.7328083039882,254.1435518790629,153.62695194183524,210.750766491401,269.4278090057196,348.5675821197219,15686.697672434564,13596.890275992337,33122.40975711611,42198.422623880615
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+ 894c0ddc1178,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_codechars/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,,0.0,32768,0.9915569064505235,2961,625.1484209310147,2936,25,4.696484709387098,37532.064729615886,156.4828394740439,37688.547569089926,9768.041514624538,6139.623801005655,24705.205047503114,35258.735801647716,144.12944650038273,180.7166006656078,243.9813939965456,263.94521597816885,132.5779142124671,186.91001198021695,268.5250240028836,344.75404180120677,14156.884824741632,12248.457257504924,30879.872642995906,39475.86246880528
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+ 7b7b71da2c4a,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_swebench_c100_s100_token/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc100.json,,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,,0.0,32768,0.9935832489023978,2961,628.3699941059749,2942,19,4.6819549430997025,37446.95676227908,154.09870125604598,37601.05546353512,10037.837794683874,6276.1433474952355,25792.996192892322,36303.799112804154,144.17367940289694,177.00233212640458,245.66821320389096,268.0397658547154,133.2892694008636,197.88971050002147,269.13339931925293,343.02239260199724,14368.333283578562,12346.767228998942,31578.96604950365,39961.134907815744
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+ 772f4fadda88,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc100.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc100_per_turn.json,mse_distributional,terminalbench,terminalbench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,english,3.8,32768,0.9989218328840971,1855,259.32427515499876,1853,2,7.145493798806369,36913.30090204044,223.61963593782045,37136.920537978265,5256.451737690035,2965.5242470034864,13854.730185802327,21011.38604423497,129.10503194742498,135.8683509476434,229.995145885235,244.86747657586164,116.74320197369205,20.814563002204522,260.86967738810927,343.1673013011459,8813.835951986348,7950.964566000039,19307.93946678168,22653.439529840834
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+ 71521b7d7804,supplementary,high_concurrency,C=100 saturation/debug runs,high_concurrency_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc100.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_highc/h100_terminalbench_c100_s100/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc100_per_turn.json,real_trace,terminalbench,terminalbench-multiturn-short,Llama-3.1-8B,H100,vllm,1,100,100,False,on,on,False,0,False,,0.0,32768,0.9882037533512065,1865,226.481441780983,1843,22,8.137532088753911,41086.27147030701,319.92908306398857,41406.200553370996,3593.1302679169235,1824.7027299948968,10366.954008588793,16603.965035030265,95.11000004257771,60.1831708336249,227.45029556598246,246.63300522896395,73.14741028915844,13.862965992302634,245.14617489476223,326.0388038388919,6424.810709332628,3963.7394250021316,15413.368429394905,18617.556975486805
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+ da3e3247d062,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc20_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,1.0,1174,250.66736541094724,1174,0,4.68349758284382,40815.133566458215,133.73101019769211,40948.864576655906,1759.34129824564,909.801886533387,4716.449376556557,8357.727044817293,83.66023886492046,24.492333008575404,245.6422307156922,265.4057967181836,79.43622379276847,13.038350967690349,262.19613403081894,356.77331815939397,3893.0201055830084,1647.0019975095056,10726.696165790781,17371.707495892184
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+ 695b6aa388e4,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,swebench,swebench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,1174,305.78445083799306,1174,0,3.8393057488132194,33458.280733249165,109.3842407890158,33567.66497403818,567.5779736728338,269.21927445800975,1476.2106750044045,2630.038802834459,24.49926584328444,10.156882409643297,58.00979951336805,145.43950025259977,24.37453199788869,8.447915024589747,34.6702313865535,290.0749044935219,1242.2816943693779,670.7462139893323,2797.655322146602,5184.884047282391
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+ 0aeaf6338158,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_swebench_c20_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc20_per_turn.json,real_trace,swebench,swebench-multiturn-short,Llama-3.1-8B,H100,vllm,1,20,40,False,on,on,False,0,False,,0.0,32768,0.985,1200,202.55866853299085,1182,18,5.835346413760056,48469.122902044364,179.71583375643596,48648.838735800804,1217.3757246107866,721.0793279809877,3053.024161874783,6206.742987947075,65.15260359175859,18.874431830356897,199.34450702540377,265.5678216825306,60.664326628816546,11.74948550760746,255.73581382632256,353.9247915858869,3010.270195106157,1274.9536985065788,7918.101687612945,14534.94788430632
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+ b9ef72d5afe4,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-mse-short_conc5_per_turn.json,mse_distributional,terminalbench,terminalbench-multiturn-mse-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,1.0,727,56.97078460501507,727,0,12.760926587905955,61247.094000752826,373.6827594634523,61620.77676021628,110.96517240886091,72.55035301204771,247.5001882063225,505.50697762286296,8.474933954372457,7.950044618072834,10.665478783471153,21.030878087502977,8.845452803623878,7.7661629766225815,13.104909507092088,37.587740638991825,362.3534544640729,301.7230900004506,682.753461226821,1119.32544804411
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+ ca7b6aa83ff5,supplementary,option2_no_replacement,No-replacement sampling progression runs,option2_debug,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5.json,s3://agent-bench/bench_mse/h100-2/results/mse_validation_option2/h100_terminalbench_c5_s40/Llama-3.1-8B_tp1_vllm/terminalbench-multiturn-short_conc5_per_turn.json,real_trace,terminalbench,terminalbench-multiturn-short,Llama-3.1-8B,H100,vllm,1,5,40,False,on,on,False,0,False,,0.0,32768,0.9920424403183024,754,81.77906228089705,748,6,9.146595462671709,40084.72228185155,370.40043203180306,40455.12271388336,74.78172745213864,56.85236904537305,146.2475663400256,259.73347220686264,8.106482972393287,7.722627843793903,9.998400006482642,14.996897045966588,8.315332204178516,7.514592492952943,10.817926831077784,34.27996345679278,407.9823252128034,287.46115701505914,679.3918443145244,2520.321396642829
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mse_validation/supplementary/option2_no_replacement/h100_swebench_c5_s40/Llama-3.1-8B_tp1_vllm/swebench-multiturn-short_conc5.json DELETED
The diff for this file is too large to render. See raw diff