chaiml-grpo-nis-12bsftq_94652

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftq_94652_v1
model_name: chaiml-grpo-nis-12bsftq_94652_v1
model_group: ChaiML/grpo_nis_12bsftqw
status: torndown
timestamp: 2025-07-25T13:50:40+00:00
num_battles: 6864
num_wins: 3702
celo_rating: 1312.61
family_friendly_score: 0.5316000000000001
family_friendly_standard_error: 0.007056931911248684
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta45_rmens_stage2_1125_kl09_kl04
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1536
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5817433972364223, 'latency_mean': 1.7188574147224427, 'latency_p50': 1.7026948928833008, 'latency_p90': 1.8772688150405883}, {'batch_size': 3, 'throughput': 0.9165068777500998, 'latency_mean': 3.2682723808288574, 'latency_p50': 3.25517201423645, 'latency_p90': 3.719404673576355}, {'batch_size': 5, 'throughput': 1.044453636801937, 'latency_mean': 4.768580403327942, 'latency_p50': 4.773868799209595, 'latency_p90': 5.2015827894210815}, {'batch_size': 6, 'throughput': 1.0707480863606433, 'latency_mean': 5.5730972528457645, 'latency_p50': 5.556554317474365, 'latency_p90': 6.23475980758667}, {'batch_size': 10, 'throughput': 1.1191673938325997, 'latency_mean': 8.874266287088394, 'latency_p50': 8.897847533226013, 'latency_p90': 9.999199509620667}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftq_94652_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftqwen_v4_cp_beta45_rmens_stage2_1125_kl09_kl04
model_size: 13B
ranking_group: single
throughput_3p7s: 0.97
us_pacific_date: 2025-07-25
win_ratio: 0.5393356643356644
generation_params: {'temperature': 1.0, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1536, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer to finish
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: Downloaded to shared memory in 44.494s
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: Checking if ChaiML/grpo_nis_12bsftqwen_v4_cp_beta45_rmens_stage2_1125_kl09_kl04 already exists in ChaiML
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzcdk92o7, device:0
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: quantized model in 159.749s
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: Processed model ChaiML/grpo_nis_12bsftqwen_v4_cp_beta45_rmens_stage2_1125_kl09_kl04 in 204.244s
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-94652-v1/nvidia
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-94652-v1/nvidia/config.json
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-94652-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-94652-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-94652-v1/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftq-94652-v1/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 3/363 [00:00<01:49,  3.28it/s]
Loading 0:   1%|          | 4/363 [00:01<03:00,  1.99it/s]
Loading 0:   1%|▏         | 5/363 [00:02<03:58,  1.50it/s]
Loading 0:   2%|▏         | 8/363 [00:03<02:03,  2.87it/s]
Loading 0:   2%|▏         | 9/363 [00:03<01:59,  2.96it/s]
Loading 0:   3%|▎         | 10/363 [00:03<01:45,  3.36it/s]
Loading 0:   3%|▎         | 12/363 [00:04<02:06,  2.77it/s]
Loading 0:   4%|▎         | 13/363 [00:05<02:51,  2.04it/s]
Loading 0:   4%|▍         | 14/363 [00:06<03:42,  1.57it/s]
Loading 0:   5%|▍         | 17/363 [00:06<02:08,  2.70it/s]
Loading 0:   5%|▍         | 18/363 [00:07<02:00,  2.86it/s]
Loading 0:   5%|▌         | 19/363 [00:07<01:45,  3.26it/s]
Loading 0:   6%|▌         | 21/363 [00:08<02:03,  2.77it/s]
Loading 0:   6%|▌         | 22/363 [00:09<02:41,  2.11it/s]
Loading 0:   6%|▋         | 23/363 [00:10<03:23,  1.67it/s]
Loading 0:   7%|▋         | 26/363 [00:10<01:58,  2.84it/s]
Loading 0:   7%|▋         | 27/363 [00:10<01:52,  2.98it/s]
Loading 0:   8%|▊         | 28/363 [00:10<01:39,  3.37it/s]
Loading 0:   8%|▊         | 30/363 [00:11<01:59,  2.80it/s]
Loading 0:   9%|▊         | 31/363 [00:12<02:36,  2.12it/s]
Loading 0:   9%|▉         | 32/363 [00:13<03:19,  1.66it/s]
Loading 0:  10%|▉         | 35/363 [00:14<01:56,  2.81it/s]
Loading 0:  10%|▉         | 36/363 [00:14<01:50,  2.95it/s]
Loading 0:  10%|█         | 37/363 [00:14<01:37,  3.35it/s]
Loading 0:  11%|█         | 39/363 [00:15<01:56,  2.79it/s]
Loading 0:  11%|█         | 40/363 [00:16<02:33,  2.10it/s]
Loading 0:  11%|█▏        | 41/363 [00:17<03:13,  1.67it/s]
Loading 0:  12%|█▏        | 44/363 [00:17<01:53,  2.82it/s]
Loading 0:  12%|█▏        | 45/363 [00:17<01:48,  2.94it/s]
Loading 0:  13%|█▎        | 46/363 [00:18<01:35,  3.33it/s]
Loading 0:  13%|█▎        | 48/363 [00:19<01:54,  2.75it/s]
Loading 0:  13%|█▎        | 49/363 [00:19<02:30,  2.09it/s]
Loading 0:  14%|█▍        | 50/363 [00:20<03:08,  1.66it/s]
Loading 0:  15%|█▍        | 53/363 [00:21<01:50,  2.82it/s]
Loading 0:  15%|█▍        | 54/363 [00:21<01:44,  2.96it/s]
Loading 0:  15%|█▌        | 55/363 [00:21<01:32,  3.34it/s]
Loading 0:  15%|█▌        | 56/363 [00:22<02:15,  2.27it/s]
Loading 0:  16%|█▌        | 58/363 [00:22<01:40,  3.05it/s]
Loading 0:  16%|█▋        | 59/363 [00:23<01:35,  3.18it/s]
Loading 0:  17%|█▋        | 60/363 [00:23<01:24,  3.61it/s]
Loading 0:  17%|█▋        | 61/363 [00:23<01:23,  3.61it/s]
Loading 0:  17%|█▋        | 62/363 [00:24<02:17,  2.20it/s]
Loading 0:  17%|█▋        | 63/363 [00:25<02:58,  1.68it/s]
Loading 0:  18%|█▊        | 64/363 [00:26<03:34,  1.40it/s]
Loading 0:  18%|█▊        | 67/363 [00:26<01:53,  2.62it/s]
Loading 0:  19%|█▊        | 68/363 [00:27<01:45,  2.80it/s]
Loading 0:  19%|█▉        | 69/363 [00:27<01:31,  3.21it/s]
Loading 0:  20%|█▉        | 71/363 [00:28<01:46,  2.73it/s]
Loading 0:  20%|█▉        | 72/363 [00:29<02:20,  2.07it/s]
Loading 0:  20%|██        | 73/363 [00:30<02:56,  1.64it/s]
Loading 0:  21%|██        | 76/363 [00:30<01:41,  2.82it/s]
Loading 0:  21%|██        | 77/363 [00:30<01:36,  2.97it/s]
Loading 0:  21%|██▏       | 78/363 [00:30<01:25,  3.34it/s]
Loading 0:  22%|██▏       | 80/363 [00:31<01:41,  2.78it/s]
Loading 0:  22%|██▏       | 81/363 [00:32<02:14,  2.10it/s]
Loading 0:  23%|██▎       | 82/363 [00:33<02:48,  1.67it/s]
Loading 0:  23%|██▎       | 85/363 [00:33<01:37,  2.84it/s]
Loading 0:  24%|██▎       | 86/363 [00:34<01:32,  2.99it/s]
Loading 0:  24%|██▍       | 87/363 [00:34<01:21,  3.38it/s]
Loading 0:  25%|██▍       | 89/363 [00:35<01:37,  2.82it/s]
Loading 0:  25%|██▍       | 90/363 [00:36<02:08,  2.12it/s]
Loading 0:  25%|██▌       | 91/363 [00:37<02:42,  1.67it/s]
Loading 0:  26%|██▌       | 94/363 [00:37<01:34,  2.83it/s]
Loading 0:  26%|██▌       | 95/363 [00:37<01:29,  2.98it/s]
Loading 0:  26%|██▋       | 96/363 [00:37<01:19,  3.35it/s]
Loading 0:  27%|██▋       | 98/363 [00:38<01:34,  2.80it/s]
Loading 0:  27%|██▋       | 99/363 [00:39<02:04,  2.11it/s]
Loading 0:  28%|██▊       | 100/363 [00:40<02:37,  1.67it/s]
Loading 0:  28%|██▊       | 103/363 [00:41<01:31,  2.83it/s]
Loading 0:  29%|██▊       | 104/363 [00:41<01:27,  2.98it/s]
Loading 0:  29%|██▉       | 105/363 [00:41<01:17,  3.35it/s]
Loading 0:  29%|██▉       | 106/363 [00:42<01:53,  2.26it/s]
Loading 0:  30%|██▉       | 108/363 [00:42<01:24,  3.03it/s]
Loading 0:  30%|███       | 109/363 [00:42<01:19,  3.19it/s]
Loading 0:  30%|███       | 110/363 [00:43<01:10,  3.60it/s]
Loading 0:  31%|███       | 112/363 [00:44<01:27,  2.86it/s]
Loading 0:  31%|███       | 113/363 [00:45<02:04,  2.01it/s]
Loading 0:  32%|███▏      | 116/363 [00:45<01:39,  2.49it/s]
Loading 0:  32%|███▏      | 117/363 [00:46<02:02,  2.01it/s]
Loading 0:  33%|███▎      | 118/363 [00:47<02:28,  1.65it/s]
Loading 0:  33%|███▎      | 121/363 [00:48<01:28,  2.72it/s]
Loading 0:  34%|███▎      | 122/363 [00:48<01:23,  2.88it/s]
Loading 0:  34%|███▍      | 123/363 [00:48<01:14,  3.24it/s]
Loading 0:  34%|███▍      | 125/363 [00:49<01:25,  2.77it/s]
Loading 0:  35%|███▍      | 126/363 [00:50<01:51,  2.12it/s]
Loading 0:  35%|███▍      | 127/363 [00:51<02:19,  1.69it/s]
Loading 0:  36%|███▌      | 130/363 [00:51<01:21,  2.85it/s]
Loading 0:  36%|███▌      | 131/363 [00:51<01:17,  2.99it/s]
Loading 0:  36%|███▋      | 132/363 [00:52<01:09,  3.34it/s]
Loading 0:  37%|███▋      | 134/363 [00:53<01:21,  2.80it/s]
Loading 0:  37%|███▋      | 135/363 [00:53<01:47,  2.12it/s]
Loading 0:  37%|███▋      | 136/363 [00:54<02:15,  1.68it/s]
Loading 0:  38%|███▊      | 139/363 [00:55<01:19,  2.83it/s]
Loading 0:  39%|███▊      | 140/363 [00:55<01:15,  2.97it/s]
Loading 0:  39%|███▉      | 141/363 [00:55<01:06,  3.34it/s]
Loading 0:  39%|███▉      | 142/363 [00:55<01:03,  3.46it/s]
Loading 0:  39%|███▉      | 143/363 [00:56<01:37,  2.26it/s]
Loading 0:  40%|███▉      | 144/363 [00:57<02:09,  1.69it/s]
Loading 0:  40%|████      | 147/363 [00:58<01:34,  2.29it/s]
Loading 0:  41%|████      | 148/363 [00:59<01:54,  1.87it/s]
Loading 0:  41%|████      | 149/363 [01:00<02:17,  1.56it/s]
Loading 0:  42%|████▏     | 152/363 [01:01<01:20,  2.63it/s]
Loading 0:  42%|████▏     | 153/363 [01:01<01:15,  2.79it/s]
Loading 0:  42%|████▏     | 154/363 [01:01<01:06,  3.16it/s]
Loading 0:  43%|████▎     | 156/363 [01:02<01:16,  2.69it/s]
Loading 0:  43%|████▎     | 157/363 [01:03<01:39,  2.07it/s]
Loading 0:  44%|████▎     | 158/363 [01:04<02:05,  1.64it/s]
Loading 0:  44%|████▍     | 161/363 [01:04<01:12,  2.78it/s]
Loading 0:  45%|████▍     | 162/363 [01:04<01:08,  2.92it/s]
Loading 0:  45%|████▍     | 163/363 [01:05<01:01,  3.28it/s]
Loading 0:  45%|████▌     | 165/363 [01:05<01:12,  2.74it/s]
Loading 0:  46%|████▌     | 166/363 [01:06<01:34,  2.08it/s]
Loading 0:  46%|████▌     | 167/363 [01:07<01:58,  1.66it/s]
Loading 0:  47%|████▋     | 170/363 [01:08<01:08,  2.80it/s]
Loading 0:  47%|████▋     | 171/363 [01:08<01:05,  2.95it/s]
Loading 0:  47%|████▋     | 172/363 [01:08<00:57,  3.30it/s]
Loading 0:  48%|████▊     | 174/363 [01:09<01:07,  2.79it/s]
Loading 0:  48%|████▊     | 175/363 [01:10<01:29,  2.11it/s]
Loading 0:  48%|████▊     | 176/363 [01:11<01:51,  1.68it/s]
Loading 0:  49%|████▉     | 179/363 [01:11<01:05,  2.83it/s]
Loading 0:  50%|████▉     | 180/363 [01:12<01:01,  2.97it/s]
Loading 0:  50%|████▉     | 181/363 [01:12<00:54,  3.36it/s]
Loading 0:  50%|█████     | 183/363 [01:13<01:03,  2.81it/s]
Loading 0:  51%|█████     | 184/363 [01:14<01:24,  2.11it/s]
Loading 0:  51%|█████     | 185/363 [01:15<01:46,  1.68it/s]
Loading 0:  52%|█████▏    | 188/363 [01:15<01:01,  2.84it/s]
Loading 0:  52%|█████▏    | 189/363 [01:15<00:58,  2.98it/s]
Loading 0:  52%|█████▏    | 190/363 [01:15<00:51,  3.36it/s]
Loading 0:  53%|█████▎    | 192/363 [01:16<01:01,  2.77it/s]
Loading 0:  53%|█████▎    | 193/363 [01:17<01:21,  2.08it/s]
Loading 0:  53%|█████▎    | 194/363 [01:18<01:42,  1.65it/s]
Loading 0:  54%|█████▍    | 197/363 [01:18<00:59,  2.80it/s]
Loading 0:  55%|█████▍    | 198/363 [01:19<00:56,  2.95it/s]
Loading 0:  55%|█████▍    | 199/363 [01:19<00:49,  3.33it/s]
Loading 0:  55%|█████▌    | 201/363 [01:20<00:57,  2.80it/s]
Loading 0:  56%|█████▌    | 202/363 [01:21<01:15,  2.12it/s]
Loading 0:  56%|█████▌    | 203/363 [01:22<01:35,  1.68it/s]
Loading 0:  57%|█████▋    | 206/363 [01:22<00:55,  2.84it/s]
Loading 0:  57%|█████▋    | 207/363 [01:22<00:52,  2.99it/s]
Loading 0:  57%|█████▋    | 208/363 [01:22<00:45,  3.37it/s]
Loading 0:  58%|█████▊    | 210/363 [01:23<00:54,  2.82it/s]
Loading 0:  58%|█████▊    | 211/363 [01:24<01:11,  2.13it/s]
Loading 0:  58%|█████▊    | 212/363 [01:25<01:29,  1.69it/s]
Loading 0:  59%|█████▉    | 215/363 [01:26<00:51,  2.85it/s]
Loading 0:  60%|█████▉    | 216/363 [01:26<00:49,  2.98it/s]
Loading 0:  60%|█████▉    | 217/363 [01:26<00:43,  3.34it/s]
Loading 0:  60%|██████    | 218/363 [01:27<01:04,  2.25it/s]
Loading 0:  61%|██████    | 220/363 [01:27<00:47,  3.02it/s]
Loading 0:  61%|██████    | 221/363 [01:27<00:44,  3.17it/s]
Loading 0:  61%|██████    | 222/363 [01:28<00:39,  3.59it/s]
Loading 0:  61%|██████▏   | 223/363 [01:28<00:38,  3.68it/s]
Loading 0:  62%|██████▏   | 224/363 [01:29<01:01,  2.26it/s]
Loading 0:  62%|██████▏   | 225/363 [01:30<01:22,  1.68it/s]
Loading 0:  63%|██████▎   | 228/363 [01:31<00:58,  2.29it/s]
Loading 0:  63%|██████▎   | 229/363 [01:32<01:11,  1.88it/s]
Loading 0:  63%|██████▎   | 230/363 [01:33<01:25,  1.56it/s]
Loading 0:  64%|██████▍   | 233/363 [01:33<00:49,  2.65it/s]
Loading 0:  64%|██████▍   | 234/363 [01:33<00:45,  2.81it/s]
Loading 0:  65%|██████▍   | 235/363 [01:33<00:40,  3.17it/s]
Loading 0:  65%|██████▌   | 237/363 [01:34<00:45,  2.74it/s]
Loading 0:  66%|██████▌   | 238/363 [01:35<00:59,  2.08it/s]
Loading 0:  66%|██████▌   | 239/363 [01:36<01:15,  1.65it/s]
Loading 0:  67%|██████▋   | 242/363 [01:37<00:43,  2.80it/s]
Loading 0:  67%|██████▋   | 243/363 [01:37<00:40,  2.95it/s]
Loading 0:  67%|██████▋   | 244/363 [01:37<00:35,  3.32it/s]
Loading 0:  68%|██████▊   | 246/363 [01:38<00:42,  2.77it/s]
Loading 0:  68%|██████▊   | 247/363 [01:39<00:55,  2.10it/s]
Loading 0:  68%|██████▊   | 248/363 [01:40<01:08,  1.67it/s]
Loading 0:  69%|██████▉   | 251/363 [01:40<00:39,  2.85it/s]
Loading 0:  69%|██████▉   | 252/363 [01:40<00:37,  2.99it/s]
Loading 0:  70%|██████▉   | 253/363 [01:40<00:32,  3.37it/s]
Loading 0:  70%|███████   | 255/363 [01:41<00:38,  2.81it/s]
Loading 0:  71%|███████   | 256/363 [01:42<00:50,  2.12it/s]
Loading 0:  71%|███████   | 257/363 [01:43<01:03,  1.67it/s]
Loading 0:  72%|███████▏  | 260/363 [01:44<00:36,  2.84it/s]
Loading 0:  72%|███████▏  | 261/363 [01:44<00:34,  2.99it/s]
Loading 0:  72%|███████▏  | 262/363 [01:44<00:29,  3.37it/s]
Loading 0:  73%|███████▎  | 264/363 [01:45<00:34,  2.83it/s]
Loading 0:  73%|███████▎  | 265/363 [01:46<00:45,  2.13it/s]
Loading 0:  73%|███████▎  | 266/363 [01:47<00:57,  1.68it/s]
Loading 0:  74%|███████▍  | 269/363 [01:47<00:33,  2.84it/s]
Loading 0:  74%|███████▍  | 270/363 [01:47<00:31,  2.99it/s]
Loading 0:  75%|███████▍  | 271/363 [01:48<00:27,  3.36it/s]
Loading 0:  75%|███████▌  | 273/363 [01:48<00:31,  2.82it/s]
Loading 0:  75%|███████▌  | 274/363 [01:49<00:41,  2.12it/s]
Loading 0:  76%|███████▌  | 275/363 [01:50<00:51,  1.69it/s]
Loading 0:  77%|███████▋  | 278/363 [01:51<00:29,  2.87it/s]
Loading 0:  77%|███████▋  | 279/363 [01:51<00:27,  3.02it/s]
Loading 0:  77%|███████▋  | 280/363 [01:51<00:24,  3.39it/s]
Loading 0:  78%|███████▊  | 282/363 [01:52<00:28,  2.84it/s]
Loading 0:  78%|███████▊  | 283/363 [01:53<00:37,  2.14it/s]
Loading 0:  78%|███████▊  | 284/363 [01:54<00:46,  1.70it/s]
Loading 0:  79%|███████▉  | 287/363 [01:54<00:26,  2.88it/s]
Loading 0:  79%|███████▉  | 288/363 [01:54<00:24,  3.03it/s]
Loading 0:  80%|███████▉  | 289/363 [01:55<00:21,  3.40it/s]
Loading 0:  80%|████████  | 291/363 [01:56<00:25,  2.83it/s]
Loading 0:  80%|████████  | 292/363 [01:56<00:33,  2.11it/s]
Loading 0:  81%|████████  | 293/363 [01:57<00:42,  1.66it/s]
Loading 0:  82%|████████▏ | 296/363 [01:58<00:23,  2.82it/s]
Loading 0:  82%|████████▏ | 297/363 [01:58<00:22,  2.96it/s]
Loading 0:  82%|████████▏ | 298/363 [01:58<00:19,  3.35it/s]
Loading 0:  82%|████████▏ | 299/363 [01:59<00:28,  2.27it/s]
Loading 0:  83%|████████▎ | 301/363 [01:59<00:20,  3.04it/s]
Loading 0:  83%|████████▎ | 302/363 [02:00<00:19,  3.18it/s]
Loading 0:  83%|████████▎ | 303/363 [02:00<00:16,  3.60it/s]
Loading 0:  84%|████████▎ | 304/363 [02:00<00:18,  3.15it/s]
Loading 0:  84%|████████▍ | 306/363 [02:01<00:21,  2.67it/s]
Loading 0:  85%|████████▍ | 307/363 [02:02<00:28,  1.94it/s]
Loading 0:  85%|████████▌ | 310/363 [02:03<00:21,  2.44it/s]
Loading 0:  86%|████████▌ | 311/363 [02:04<00:26,  1.98it/s]
Loading 0:  86%|████████▌ | 312/363 [02:05<00:31,  1.64it/s]
Loading 0:  87%|████████▋ | 315/363 [02:05<00:17,  2.72it/s]
Loading 0:  87%|████████▋ | 316/363 [02:06<00:16,  2.88it/s]
Loading 0:  87%|████████▋ | 317/363 [02:06<00:14,  3.25it/s]
Loading 0:  88%|████████▊ | 319/363 [02:07<00:15,  2.78it/s]
Loading 0:  88%|████████▊ | 320/363 [02:08<00:20,  2.11it/s]
Loading 0:  88%|████████▊ | 321/363 [02:08<00:24,  1.68it/s]
Loading 0:  89%|████████▉ | 324/363 [02:09<00:13,  2.84it/s]
Loading 0:  90%|████████▉ | 325/363 [02:09<00:12,  2.99it/s]
Loading 0:  90%|████████▉ | 326/363 [02:09<00:10,  3.37it/s]
Loading 0:  90%|█████████ | 328/363 [02:10<00:12,  2.83it/s]
Loading 0:  91%|█████████ | 329/363 [02:11<00:15,  2.14it/s]
Loading 0:  91%|█████████ | 330/363 [02:12<00:19,  1.70it/s]
Loading 0:  92%|█████████▏| 333/363 [02:12<00:10,  2.87it/s]
Loading 0:  92%|█████████▏| 334/363 [02:13<00:09,  3.02it/s]
Loading 0:  92%|█████████▏| 335/363 [02:13<00:08,  3.40it/s]
Loading 0:  93%|█████████▎| 337/363 [02:14<00:09,  2.83it/s]
Loading 0:  93%|█████████▎| 338/363 [02:15<00:11,  2.14it/s]
Loading 0:  93%|█████████▎| 339/363 [02:16<00:14,  1.69it/s]
Loading 0:  94%|█████████▍| 342/363 [02:16<00:07,  2.86it/s]
Loading 0:  94%|█████████▍| 343/363 [02:16<00:06,  3.01it/s]
Loading 0:  95%|█████████▍| 344/363 [02:16<00:05,  3.38it/s]
Loading 0:  95%|█████████▌| 346/363 [02:17<00:06,  2.82it/s]
Loading 0:  96%|█████████▌| 347/363 [02:18<00:07,  2.12it/s]
Loading 0:  96%|█████████▌| 348/363 [02:19<00:08,  1.68it/s]
Loading 0:  97%|█████████▋| 351/363 [02:19<00:04,  2.85it/s]
Loading 0:  97%|█████████▋| 352/363 [02:20<00:03,  3.00it/s]
Loading 0:  97%|█████████▋| 353/363 [02:20<00:02,  3.37it/s]
Loading 0:  98%|█████████▊| 355/363 [02:21<00:02,  2.79it/s]
Loading 0:  98%|█████████▊| 356/363 [02:22<00:03,  2.12it/s]
Loading 0:  98%|█████████▊| 357/363 [02:23<00:03,  1.69it/s]
Loading 0:  99%|█████████▉| 360/363 [02:23<00:01,  2.86it/s]
Loading 0:  99%|█████████▉| 361/363 [02:23<00:00,  3.01it/s]
Loading 0: 100%|█████████▉| 362/363 [02:23<00:00,  3.37it/s]
                                                            
Job chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer completed after 232.48s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftq-94652-v1-mkmlizer
Pipeline stage MKMLizer completed in 232.97s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsftq-94652-v1
Waiting for inference service chaiml-grpo-nis-12bsftq-94652-v1 to be ready
Inference service chaiml-grpo-nis-12bsftq-94652-v1 ready after 190.6251721382141s
Pipeline stage MKMLDeployer completed in 191.10s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.244042158126831s
Received healthy response to inference request in 2.7599687576293945s
Received healthy response to inference request in 1.5292415618896484s
Received healthy response to inference request in 1.5976548194885254s
Received healthy response to inference request in 2.5902154445648193s
5 requests
0 failed requests
5th percentile: 1.5429242134094239
10th percentile: 1.5566068649291993
20th percentile: 1.58397216796875
30th percentile: 1.7269322872161865
40th percentile: 1.9854872226715088
50th percentile: 2.244042158126831
60th percentile: 2.3825114727020265
70th percentile: 2.5209807872772214
80th percentile: 2.6241661071777345
90th percentile: 2.6920674324035643
95th percentile: 2.7260180950164794
99th percentile: 2.7531786251068113
mean time: 2.1442245483398437
Pipeline stage StressChecker completed in 12.88s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 6.73s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.85s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_94652_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-12bsftq-94652-v1-profiler
Waiting for inference service chaiml-grpo-nis-12bsftq-94652-v1-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5329.81s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftq_94652_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftq_94652_v1 status is now torndown due to DeploymentManager action