chaiml-nis-cogito-32b-s_85913

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito-32b-s_85913_v1

model_name: chaiml-nis-cogito-32b-s_85913_v1

model_group: ChaiML/nis-cogito-32b-sf

status: torndown

timestamp: 2025-04-16T06:09:13+00:00

num_battles: 7231

num_wins: 3345

celo_rating: 1260.35

family_friendly_score: 0.603

family_friendly_standard_error: 0.006919407489084596

submission_type: basic

model_repo: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys4k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 1

max_input_tokens: 512

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.30115499461108053, 'latency_mean': 3.320487749576569, 'latency_p50': 3.3318030834198, 'latency_p90': 3.754028344154358}, {'batch_size': 3, 'throughput': 0.7071276513574732, 'latency_mean': 4.21815903544426, 'latency_p50': 4.22885274887085, 'latency_p90': 4.655879735946655}, {'batch_size': 5, 'throughput': 1.044626615411263, 'latency_mean': 4.757889561653137, 'latency_p50': 4.762873888015747, 'latency_p90': 5.304270792007446}, {'batch_size': 6, 'throughput': 1.1807781637387569, 'latency_mean': 5.0514206171035765, 'latency_p50': 5.056513786315918, 'latency_p90': 5.669792437553405}, {'batch_size': 10, 'throughput': 1.5829573127679184, 'latency_mean': 6.21610659956932, 'latency_p50': 6.222358584403992, 'latency_p90': 7.06257472038269}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-cogito-32b-s_85913_v1

is_internal_developer: False

language_model: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys4k

model_size: 33B

ranking_group: single

throughput_3p7s: 0.5

us_pacific_date: 2025-04-15

win_ratio: 0.4625916194164016

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 512, 'best_of': 1, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{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': False}

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-nis-cogito-32b-s-85913-v1-mkmlizer
Waiting for job on chaiml-nis-cogito-32b-s-85913-v1-mkmlizer to finish
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Retrying (%r) after connection broken by '%r': %s
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: Downloaded to shared memory in 108.739s
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyrh6tzos, device:0
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: quantized model in 64.461s
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: Processed model ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys4k in 173.201s
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/config.json
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/added_tokens.json
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/tokenizer_config.json
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/special_tokens_map.json
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/merges.txt
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/vocab.json
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/tokenizer.json
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/flywheel_model.2.safetensors
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/flywheel_model.1.safetensors
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-85913-v1/flywheel_model.0.safetensors
chaiml-nis-cogito-32b-s-85913-v1-mkmlizer: 
Loading 0:   0%|          | 0/771 [00:00<?, ?it/s]
Loading 0:   1%|          | 5/771 [00:00<00:20, 37.12it/s]
Loading 0:   2%|▏         | 16/771 [00:00<00:10, 71.29it/s]
Loading 0:   4%|▎         | 27/771 [00:00<00:08, 83.83it/s]
Loading 0:   5%|▍         | 36/771 [00:00<00:08, 83.00it/s]
Loading 0:   6%|▌         | 46/771 [00:00<00:14, 51.75it/s]
Loading 0:   7%|▋         | 53/771 [00:00<00:16, 44.48it/s]
Loading 0:   8%|▊         | 64/771 [00:01<00:12, 56.78it/s]
Loading 0:  10%|▉         | 75/771 [00:01<00:10, 67.63it/s]
Loading 0:  11%|█         | 84/771 [00:01<00:09, 72.16it/s]
Loading 0:  12%|█▏        | 93/771 [00:01<00:09, 70.00it/s]
Loading 0:  14%|█▎        | 106/771 [00:01<00:11, 59.65it/s]
Loading 0:  15%|█▍        | 113/771 [00:01<00:11, 57.28it/s]
Loading 0:  16%|█▌        | 121/771 [00:01<00:11, 57.61it/s]
Loading 0:  17%|█▋        | 132/771 [00:02<00:09, 67.86it/s]
Loading 0:  18%|█▊        | 142/771 [00:02<00:08, 74.66it/s]
Loading 0:  20%|█▉        | 152/771 [00:02<00:07, 80.58it/s]
Loading 0:  21%|██        | 161/771 [00:02<00:08, 75.57it/s]
Loading 0:  22%|██▏       | 169/771 [00:02<00:11, 50.26it/s]
Loading 0:  23%|██▎       | 176/771 [00:02<00:11, 51.18it/s]
Loading 0:  24%|██▍       | 184/771 [00:02<00:10, 57.00it/s]
Loading 0:  25%|██▌       | 195/771 [00:03<00:08, 68.34it/s]
Loading 0:  26%|██▋       | 203/771 [00:03<00:08, 70.50it/s]
Loading 0:  27%|██▋       | 211/771 [00:03<00:08, 67.59it/s]
Loading 0:  29%|██▉       | 226/771 [00:03<00:08, 61.33it/s]
Loading 0:  30%|███       | 233/771 [00:03<00:10, 51.40it/s]
Loading 0:  32%|███▏      | 244/771 [00:03<00:08, 62.02it/s]
Loading 0:  33%|███▎      | 255/771 [00:04<00:07, 71.29it/s]
Loading 0:  34%|███▍      | 264/771 [00:04<00:06, 74.85it/s]
Loading 0:  35%|███▌      | 273/771 [00:04<00:06, 71.89it/s]
Loading 0:  37%|███▋      | 286/771 [00:04<00:07, 61.88it/s]
Loading 0:  38%|███▊      | 293/771 [00:04<00:09, 50.67it/s]
Loading 0:  39%|███▉      | 303/771 [00:19<03:40,  2.13it/s]
Loading 0:  40%|████      | 311/771 [00:19<02:41,  2.85it/s]
Loading 0:  41%|████      | 318/771 [00:19<02:01,  3.72it/s]
Loading 0:  43%|████▎     | 328/771 [00:19<01:20,  5.49it/s]
Loading 0:  44%|████▍     | 338/771 [00:19<00:54,  7.90it/s]
Loading 0:  45%|████▍     | 346/771 [00:20<00:42,  9.96it/s]
Loading 0:  46%|████▌     | 353/771 [00:20<00:36, 11.50it/s]
Loading 0:  47%|████▋     | 364/771 [00:20<00:23, 16.97it/s]
Loading 0:  49%|████▊     | 375/771 [00:20<00:16, 23.77it/s]
Loading 0:  50%|████▉     | 384/771 [00:20<00:12, 29.95it/s]
Loading 0:  51%|█████     | 393/771 [00:20<00:10, 35.57it/s]
Loading 0:  53%|█████▎    | 406/771 [00:21<00:09, 40.09it/s]
Loading 0:  54%|█████▎    | 413/771 [00:21<00:09, 38.12it/s]
Loading 0:  55%|█████▍    | 424/771 [00:21<00:07, 48.63it/s]
Loading 0:  56%|█████▋    | 435/771 [00:21<00:05, 59.29it/s]
Loading 0:  58%|█████▊    | 444/771 [00:21<00:05, 64.98it/s]
Loading 0:  59%|█████▉    | 453/771 [00:21<00:04, 64.82it/s]
Loading 0:  60%|██████    | 466/771 [00:22<00:05, 56.64it/s]
Loading 0:  61%|██████▏   | 473/771 [00:22<00:06, 48.87it/s]
Loading 0:  63%|██████▎   | 484/771 [00:22<00:04, 59.83it/s]
Loading 0:  64%|██████▍   | 495/771 [00:22<00:03, 69.86it/s]
Loading 0:  65%|██████▌   | 504/771 [00:22<00:03, 74.08it/s]
Loading 0:  67%|██████▋   | 513/771 [00:22<00:03, 71.84it/s]
Loading 0:  68%|██████▊   | 526/771 [00:23<00:03, 62.53it/s]
Loading 0:  69%|██████▉   | 534/771 [00:23<00:04, 54.07it/s]
Loading 0:  71%|███████   | 544/771 [00:23<00:03, 62.81it/s]
Loading 0:  72%|███████▏  | 555/771 [00:23<00:02, 72.24it/s]
Loading 0:  73%|███████▎  | 564/771 [00:23<00:02, 76.06it/s]
Loading 0:  74%|███████▍  | 573/771 [00:23<00:02, 73.15it/s]
Loading 0:  76%|███████▌  | 586/771 [00:23<00:02, 62.07it/s]
Loading 0:  77%|███████▋  | 594/771 [00:24<00:03, 53.80it/s]
Loading 0:  78%|███████▊  | 604/771 [00:24<00:02, 62.48it/s]
Loading 0:  80%|███████▉  | 615/771 [00:24<00:02, 72.00it/s]
Loading 0:  81%|████████  | 624/771 [00:24<00:01, 75.77it/s]
Loading 0:  82%|████████▏ | 633/771 [00:39<01:04,  2.13it/s]
Loading 0:  84%|████████▍ | 646/771 [00:39<00:38,  3.28it/s]
Loading 0:  85%|████████▍ | 654/771 [00:39<00:28,  4.15it/s]
Loading 0:  86%|████████▋ | 665/771 [00:39<00:17,  5.99it/s]
Loading 0:  88%|████████▊ | 676/771 [00:40<00:11,  8.53it/s]
Loading 0:  89%|████████▉ | 687/771 [00:40<00:07, 11.97it/s]
Loading 0:  90%|█████████ | 696/771 [00:40<00:04, 15.57it/s]
Loading 0:  92%|█████████▏| 706/771 [00:40<00:03, 19.10it/s]
Loading 0:  93%|█████████▎| 714/771 [00:40<00:02, 21.83it/s]
Loading 0:  94%|█████████▍| 725/771 [00:40<00:01, 28.73it/s]
Loading 0:  95%|█████████▌| 736/771 [00:40<00:00, 37.54it/s]
Loading 0:  97%|█████████▋| 747/771 [00:41<00:00, 47.27it/s]
Loading 0:  98%|█████████▊| 756/771 [00:41<00:00, 54.09it/s]
Loading 0:  99%|█████████▉| 766/771 [00:48<00:01,  4.06it/s]
                                                            
Job chaiml-nis-cogito-32b-s-85913-v1-mkmlizer completed after 209.76s with status: succeeded
Stopping job with name chaiml-nis-cogito-32b-s-85913-v1-mkmlizer
Pipeline stage MKMLizer completed in 210.29s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito-32b-s-85913-v1
Waiting for inference service chaiml-nis-cogito-32b-s-85913-v1 to be ready
Inference service chaiml-nis-cogito-32b-s-85913-v1 ready after 130.44809246063232s
Pipeline stage MKMLDeployer completed in 131.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.6517295837402344s
Received healthy response to inference request in 3.1048476696014404s
Received healthy response to inference request in 3.0932133197784424s
Received healthy response to inference request in 3.0887181758880615s
Received healthy response to inference request in 3.146486520767212s
5 requests
0 failed requests
5th percentile: 3.089617204666138
10th percentile: 3.090516233444214
20th percentile: 3.092314291000366
30th percentile: 3.095540189743042
40th percentile: 3.1001939296722414
50th percentile: 3.1048476696014404
60th percentile: 3.121503210067749
70th percentile: 3.138158750534058
80th percentile: 3.2475351333618163
90th percentile: 3.4496323585510256
95th percentile: 3.55068097114563
99th percentile: 3.6315198612213133
mean time: 3.216999053955078
Pipeline stage StressChecker completed in 18.20s
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 0.81s
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 0.86s
Shutdown handler de-registered
chaiml-nis-cogito-32b-s_85913_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3107.87s
Shutdown handler de-registered
chaiml-nis-cogito-32b-s_85913_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito-32b-s_85913_v1 status is now torndown due to DeploymentManager action