chaiml-nis-qwen32b-simp_63569

developer_uid: NischayDnk

submission_id: chaiml-nis-qwen32b-simp_63569_v1

model_name: chaiml-nis-qwen32b-simp_63569_v1

model_group: ChaiML/nis-qwen32b-simpo

status: torndown

timestamp: 2025-04-19T16:04:27+00:00

num_battles: 7606

num_wins: 4261

celo_rating: 1330.78

family_friendly_score: 0.48419999999999996

family_friendly_standard_error: 0.007067536487348332

submission_type: basic

model_repo: ChaiML/nis-qwen32b-simpoexp4-s1-pref-1295datav1sft

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.27501236635695975, 'latency_mean': 3.6360992157459258, 'latency_p50': 3.653582453727722, 'latency_p90': 4.003686618804932}, {'batch_size': 2, 'throughput': 0.4471835237506816, 'latency_mean': 4.463879996538163, 'latency_p50': 4.466971516609192, 'latency_p90': 4.917040634155273}, {'batch_size': 3, 'throughput': 0.5960472674937333, 'latency_mean': 5.021403429508209, 'latency_p50': 5.021280884742737, 'latency_p90': 5.547700953483582}, {'batch_size': 5, 'throughput': 0.7939781985565224, 'latency_mean': 6.2577469956874845, 'latency_p50': 6.270395517349243, 'latency_p90': 6.926812314987182}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-qwen32b-simp_63569_v1

is_internal_developer: False

language_model: ChaiML/nis-qwen32b-simpoexp4-s1-pref-1295datav1sft

model_size: 33B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-04-19

win_ratio: 0.5602156192479621

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': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 5, '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-qwen32b-simp-63569-v1-mkmlizer
Waiting for job on chaiml-nis-qwen32b-simp-63569-v1-mkmlizer to finish
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: Downloaded to shared memory in 111.534s
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcvyacbol, device:0
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/config.json
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/added_tokens.json
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/tokenizer_config.json
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/special_tokens_map.json
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/merges.txt
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/vocab.json
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/tokenizer.json
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/flywheel_model.2.safetensors
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/flywheel_model.0.safetensors
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-simp-63569-v1/flywheel_model.1.safetensors
chaiml-nis-qwen32b-simp-63569-v1-mkmlizer: 
Loading 0:   0%|          | 0/771 [00:00<?, ?it/s]
Loading 0:   1%|          | 5/771 [00:00<00:20, 37.58it/s]
Loading 0:   2%|▏         | 16/771 [00:00<00:10, 72.57it/s]
Loading 0:   4%|▎         | 27/771 [00:00<00:08, 85.78it/s]
Loading 0:   5%|▍         | 36/771 [00:00<00:08, 85.57it/s]
Loading 0:   6%|▌         | 46/771 [00:00<00:12, 56.29it/s]
Loading 0:   7%|▋         | 53/771 [00:00<00:15, 47.17it/s]
Loading 0:   8%|▊         | 64/771 [00:01<00:12, 58.83it/s]
Loading 0:  10%|▉         | 75/771 [00:01<00:10, 68.50it/s]
Loading 0:  11%|█         | 83/771 [00:01<00:09, 69.78it/s]
Loading 0:  12%|█▏        | 91/771 [00:01<00:10, 66.98it/s]
Loading 0:  14%|█▎        | 106/771 [00:01<00:10, 60.91it/s]
Loading 0:  15%|█▍        | 113/771 [00:01<00:11, 57.20it/s]
Loading 0:  16%|█▌        | 121/771 [00:01<00:11, 56.67it/s]
Loading 0:  17%|█▋        | 132/771 [00:02<00:09, 66.31it/s]
Loading 0:  18%|█▊        | 142/771 [00:02<00:08, 72.83it/s]
Loading 0:  20%|█▉        | 152/771 [00:02<00:07, 78.11it/s]
Loading 0:  21%|██        | 161/771 [00:02<00:08, 73.69it/s]
Loading 0:  22%|██▏       | 169/771 [00:02<00:11, 50.47it/s]
Loading 0:  23%|██▎       | 176/771 [00:02<00:11, 50.83it/s]
Loading 0:  24%|██▍       | 184/771 [00:02<00:10, 55.95it/s]
Loading 0:  25%|██▌       | 195/771 [00:03<00:08, 65.94it/s]
Loading 0:  26%|██▋       | 203/771 [00:03<00:08, 67.28it/s]
Loading 0:  27%|██▋       | 211/771 [00:03<00:08, 64.54it/s]
Loading 0:  29%|██▉       | 226/771 [00:03<00:09, 58.01it/s]
Loading 0:  30%|███       | 233/771 [00:03<00:10, 48.98it/s]
Loading 0:  32%|███▏      | 244/771 [00:03<00:08, 59.13it/s]
Loading 0:  33%|███▎      | 255/771 [00:04<00:07, 68.45it/s]
Loading 0:  34%|███▍      | 263/771 [00:04<00:07, 70.43it/s]
Loading 0:  35%|███▌      | 271/771 [00:04<00:07, 68.52it/s]
Loading 0:  37%|███▋      | 286/771 [00:04<00:07, 64.18it/s]
Loading 0:  38%|███▊      | 293/771 [00:04<00:08, 53.31it/s]
Loading 0:  39%|███▉      | 303/771 [00:19<03:42,  2.11it/s]
Loading 0:  41%|████      | 313/771 [00:19<02:32,  3.00it/s]
Loading 0:  42%|████▏     | 321/771 [00:20<01:53,  3.98it/s]
Loading 0:  43%|████▎     | 329/771 [00:20<01:23,  5.31it/s]
Loading 0:  45%|████▍     | 346/771 [00:20<00:47,  8.88it/s]
Loading 0:  46%|████▌     | 353/771 [00:20<00:40, 10.22it/s]
Loading 0:  47%|████▋     | 365/771 [00:20<00:27, 14.58it/s]
Loading 0:  49%|████▉     | 376/771 [00:21<00:20, 19.72it/s]
Loading 0:  50%|█████     | 387/771 [00:21<00:14, 26.21it/s]
Loading 0:  51%|█████▏    | 396/771 [00:21<00:11, 32.19it/s]
Loading 0:  53%|█████▎    | 406/771 [00:21<00:10, 34.04it/s]
Loading 0:  54%|█████▎    | 414/771 [00:21<00:10, 34.71it/s]
Loading 0:  55%|█████▌    | 425/771 [00:21<00:08, 42.54it/s]
Loading 0:  57%|█████▋    | 436/771 [00:22<00:06, 52.63it/s]
Loading 0:  58%|█████▊    | 447/771 [00:22<00:05, 62.17it/s]
Loading 0:  59%|█████▉    | 456/771 [00:22<00:04, 67.08it/s]
Loading 0:  60%|██████    | 466/771 [00:22<00:05, 57.34it/s]
Loading 0:  61%|██████▏   | 474/771 [00:22<00:05, 49.74it/s]
Loading 0:  63%|██████▎   | 485/771 [00:22<00:05, 56.60it/s]
Loading 0:  64%|██████▍   | 496/771 [00:22<00:04, 66.35it/s]
Loading 0:  66%|██████▌   | 507/771 [00:23<00:03, 75.09it/s]
Loading 0:  67%|██████▋   | 516/771 [00:23<00:03, 77.65it/s]
Loading 0:  68%|██████▊   | 526/771 [00:23<00:04, 60.52it/s]
Loading 0:  69%|██████▉   | 534/771 [00:23<00:04, 52.47it/s]
Loading 0:  71%|███████   | 545/771 [00:23<00:03, 58.92it/s]
Loading 0:  72%|███████▏  | 556/771 [00:23<00:03, 67.69it/s]
Loading 0:  74%|███████▎  | 567/771 [00:23<00:02, 72.28it/s]
Loading 0:  75%|███████▍  | 575/771 [00:24<00:02, 71.33it/s]
Loading 0:  76%|███████▌  | 586/771 [00:24<00:03, 59.18it/s]
Loading 0:  77%|███████▋  | 593/771 [00:24<00:03, 50.03it/s]
Loading 0:  78%|███████▊  | 604/771 [00:24<00:02, 60.11it/s]
Loading 0:  80%|███████▉  | 615/771 [00:24<00:02, 69.56it/s]
Loading 0:  81%|████████  | 623/771 [00:24<00:02, 70.48it/s]
Loading 0:  82%|████████▏ | 631/771 [00:39<01:10,  1.97it/s]
Loading 0:  84%|████████▍ | 646/771 [00:40<00:37,  3.30it/s]
Loading 0:  85%|████████▍ | 654/771 [00:40<00:28,  4.15it/s]
Loading 0:  86%|████████▌ | 664/771 [00:40<00:18,  5.83it/s]
Loading 0:  88%|████████▊ | 675/771 [00:40<00:11,  8.36it/s]
Loading 0:  89%|████████▊ | 683/771 [00:40<00:08, 10.74it/s]
Loading 0:  90%|████████▉ | 691/771 [00:40<00:05, 13.71it/s]
Loading 0:  92%|█████████▏| 706/771 [00:41<00:03, 20.06it/s]
Loading 0:  92%|█████████▏| 713/771 [00:41<00:02, 21.77it/s]
Loading 0:  94%|█████████▍| 724/771 [00:41<00:01, 29.34it/s]
Loading 0:  95%|█████████▌| 735/771 [00:41<00:00, 38.09it/s]
Loading 0:  96%|█████████▋| 744/771 [00:41<00:00, 44.75it/s]
Loading 0:  98%|█████████▊| 753/771 [00:41<00:00, 49.14it/s]
Loading 0:  99%|█████████▉| 766/771 [00:49<00:01,  4.28it/s]
                                                            
Job chaiml-nis-qwen32b-simp-63569-v1-mkmlizer completed after 209.34s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-simp-63569-v1-mkmlizer
Pipeline stage MKMLizer completed in 209.80s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-qwen32b-simp-63569-v1
Waiting for inference service chaiml-nis-qwen32b-simp-63569-v1 to be ready
Inference service chaiml-nis-qwen32b-simp-63569-v1 ready after 130.50892114639282s
Pipeline stage MKMLDeployer completed in 131.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.011175632476807s
Received healthy response to inference request in 3.3447582721710205s
Received healthy response to inference request in 3.3592336177825928s
Received healthy response to inference request in 3.700925350189209s
Received healthy response to inference request in 3.5470402240753174s
5 requests
0 failed requests
5th percentile: 3.347653341293335
10th percentile: 3.3505484104156493
20th percentile: 3.356338548660278
30th percentile: 3.3967949390411376
40th percentile: 3.4719175815582277
50th percentile: 3.5470402240753174
60th percentile: 3.608594274520874
70th percentile: 3.670148324966431
80th percentile: 3.7629754066467287
90th percentile: 3.8870755195617677
95th percentile: 3.949125576019287
99th percentile: 3.998765621185303
mean time: 3.592626619338989
Pipeline stage StressChecker completed in 19.20s
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 0.68s
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 0.66s
Shutdown handler de-registered
chaiml-nis-qwen32b-simp_63569_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 3483.97s
Shutdown handler de-registered
chaiml-nis-qwen32b-simp_63569_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwen32b-simp_63569_v1 status is now torndown due to DeploymentManager action