chaiml-nis-qwenrp-32b-s_16659

developer_uid: NischayDnk

submission_id: chaiml-nis-qwenrp-32b-s_16659_v2

model_name: chaiml-nis-qwenrp-32b-s_16659_v2

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

status: torndown

timestamp: 2025-04-18T03:03:02+00:00

num_battles: 8429

num_wins: 4188

celo_rating: 1285.46

family_friendly_score: 0.5536

family_friendly_standard_error: 0.00703032061857779

submission_type: basic

model_repo: ChaiML/nis-qwenrp-32b-sft-exp1-datav1ffsys20k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.278168360326624, 'latency_mean': 3.594858709573746, 'latency_p50': 3.579055428504944, 'latency_p90': 4.023917150497437}, {'batch_size': 2, 'throughput': 0.4439318542719883, 'latency_mean': 4.495473802089691, 'latency_p50': 4.528852343559265, 'latency_p90': 4.9381722688674925}, {'batch_size': 3, 'throughput': 0.5952856594227564, 'latency_mean': 5.022174217700958, 'latency_p50': 5.033352851867676, 'latency_p90': 5.566488289833068}, {'batch_size': 5, 'throughput': 0.8066030431775132, 'latency_mean': 6.150825501680374, 'latency_p50': 6.081634044647217, 'latency_p90': 6.9837792873382565}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-qwenrp-32b-s_16659_v2

is_internal_developer: False

language_model: ChaiML/nis-qwenrp-32b-sft-exp1-datav1ffsys20k

model_size: 33B

ranking_group: single

throughput_3p7s: 0.3

us_pacific_date: 2025-04-17

win_ratio: 0.49685609206311543

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_start|>', '\n', '<|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-qwenrp-32b-s-16659-v2-mkmlizer
Waiting for job on chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer to finish
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ║                                                                     ║
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: Downloaded to shared memory in 97.603s
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpie96iv3s, device:0
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: quantized model in 64.602s
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: Processed model ChaiML/nis-qwenrp-32b-sft-exp1-datav1ffsys20k in 162.206s
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/config.json
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/added_tokens.json
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/tokenizer_config.json
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/special_tokens_map.json
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/merges.txt
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/vocab.json
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/tokenizer.json
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/flywheel_model.2.safetensors
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/flywheel_model.1.safetensors
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwenrp-32b-s-16659-v2/flywheel_model.0.safetensors
chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer: 
Loading 0:   0%|          | 0/771 [00:00<?, ?it/s]
Loading 0:   1%|          | 5/771 [00:00<00:18, 40.63it/s]
Loading 0:   2%|▏         | 17/771 [00:00<00:11, 68.45it/s]
Loading 0:   4%|▎         | 28/771 [00:00<00:08, 84.09it/s]
Loading 0:   5%|▍         | 38/771 [00:00<00:08, 89.36it/s]
Loading 0:   6%|▌         | 48/771 [00:00<00:13, 55.25it/s]
Loading 0:   7%|▋         | 56/771 [00:00<00:12, 57.48it/s]
Loading 0:   8%|▊         | 65/771 [00:01<00:11, 59.75it/s]
Loading 0:  10%|▉         | 76/771 [00:01<00:09, 71.41it/s]
Loading 0:  11%|█▏        | 87/771 [00:01<00:08, 80.76it/s]
Loading 0:  12%|█▏        | 96/771 [00:01<00:08, 82.93it/s]
Loading 0:  14%|█▎        | 106/771 [00:01<00:10, 63.13it/s]
Loading 0:  15%|█▍        | 114/771 [00:01<00:10, 62.06it/s]
Loading 0:  16%|█▌        | 121/771 [00:01<00:10, 59.89it/s]
Loading 0:  17%|█▋        | 132/771 [00:01<00:09, 70.88it/s]
Loading 0:  18%|█▊        | 142/771 [00:02<00:08, 77.80it/s]
Loading 0:  20%|█▉        | 153/771 [00:02<00:07, 85.91it/s]
Loading 0:  21%|██        | 163/771 [00:02<00:07, 80.97it/s]
Loading 0:  22%|██▏       | 172/771 [00:02<00:11, 50.56it/s]
Loading 0:  24%|██▎       | 183/771 [00:02<00:09, 61.02it/s]
Loading 0:  25%|██▍       | 191/771 [00:02<00:08, 64.58it/s]
Loading 0:  26%|██▌       | 199/771 [00:02<00:08, 64.47it/s]
Loading 0:  27%|██▋       | 209/771 [00:03<00:08, 66.48it/s]
Loading 0:  29%|██▉       | 226/771 [00:03<00:08, 65.07it/s]
Loading 0:  30%|███       | 234/771 [00:03<00:09, 56.08it/s]
Loading 0:  32%|███▏      | 245/771 [00:03<00:08, 61.45it/s]
Loading 0:  33%|███▎      | 256/771 [00:03<00:07, 70.60it/s]
Loading 0:  35%|███▍      | 267/771 [00:03<00:06, 78.89it/s]
Loading 0:  36%|███▌      | 276/771 [00:04<00:06, 81.50it/s]
Loading 0:  37%|███▋      | 286/771 [00:04<00:07, 63.12it/s]
Loading 0:  38%|███▊      | 294/771 [00:04<00:08, 54.64it/s]
Loading 0:  39%|███▉      | 303/771 [00:19<03:44,  2.08it/s]
Loading 0:  41%|████      | 313/771 [00:19<02:32,  3.01it/s]
Loading 0:  42%|████▏     | 321/771 [00:19<01:52,  4.01it/s]
Loading 0:  43%|████▎     | 329/771 [00:19<01:21,  5.39it/s]
Loading 0:  45%|████▍     | 346/771 [00:19<00:46,  9.17it/s]
Loading 0:  46%|████▌     | 353/771 [00:20<00:40, 10.43it/s]
Loading 0:  47%|████▋     | 364/771 [00:20<00:27, 14.69it/s]
Loading 0:  49%|████▉     | 376/771 [00:20<00:19, 20.28it/s]
Loading 0:  50%|█████     | 387/771 [00:20<00:14, 26.95it/s]
Loading 0:  51%|█████▏    | 396/771 [00:20<00:11, 32.99it/s]
Loading 0:  53%|█████▎    | 406/771 [00:20<00:10, 34.74it/s]
Loading 0:  54%|█████▎    | 414/771 [00:20<00:10, 35.68it/s]
Loading 0:  55%|█████▌    | 425/771 [00:21<00:07, 43.74it/s]
Loading 0:  57%|█████▋    | 436/771 [00:21<00:06, 54.06it/s]
Loading 0:  58%|█████▊    | 448/771 [00:21<00:05, 61.75it/s]
Loading 0:  59%|█████▉    | 458/771 [00:21<00:04, 69.16it/s]
Loading 0:  61%|██████    | 467/771 [00:21<00:05, 56.13it/s]
Loading 0:  62%|██████▏   | 475/771 [00:21<00:05, 54.07it/s]
Loading 0:  63%|██████▎   | 485/771 [00:21<00:04, 58.89it/s]
Loading 0:  64%|██████▍   | 496/771 [00:22<00:03, 69.21it/s]
Loading 0:  66%|██████▌   | 507/771 [00:22<00:03, 78.37it/s]
Loading 0:  67%|██████▋   | 516/771 [00:22<00:03, 81.12it/s]
Loading 0:  68%|██████▊   | 526/771 [00:22<00:03, 62.96it/s]
Loading 0:  69%|██████▉   | 534/771 [00:22<00:04, 54.07it/s]
Loading 0:  71%|███████   | 545/771 [00:22<00:03, 60.73it/s]
Loading 0:  72%|███████▏  | 557/771 [00:23<00:03, 67.55it/s]
Loading 0:  74%|███████▎  | 568/771 [00:23<00:02, 76.53it/s]
Loading 0:  75%|███████▍  | 578/771 [00:23<00:02, 82.05it/s]
Loading 0:  76%|███████▌  | 587/771 [00:23<00:02, 61.72it/s]
Loading 0:  77%|███████▋  | 595/771 [00:23<00:03, 56.86it/s]
Loading 0:  78%|███████▊  | 605/771 [00:23<00:02, 60.74it/s]
Loading 0:  80%|███████▉  | 616/771 [00:23<00:02, 71.07it/s]
Loading 0:  81%|████████▏ | 627/771 [00:39<01:05,  2.19it/s]
Loading 0:  82%|████████▏ | 635/771 [00:39<00:47,  2.89it/s]
Loading 0:  84%|████████▍ | 646/771 [00:39<00:29,  4.17it/s]
Loading 0:  85%|████████▍ | 653/771 [00:39<00:23,  5.12it/s]
Loading 0:  86%|████████▋ | 665/771 [00:40<00:13,  7.74it/s]
Loading 0:  88%|████████▊ | 676/771 [00:40<00:08, 11.02it/s]
Loading 0:  89%|████████▉ | 688/771 [00:40<00:05, 15.52it/s]
Loading 0:  91%|█████████ | 698/771 [00:40<00:03, 20.39it/s]
Loading 0:  92%|█████████▏| 707/771 [00:40<00:02, 22.83it/s]
Loading 0:  93%|█████████▎| 714/771 [00:40<00:02, 25.60it/s]
Loading 0:  94%|█████████▍| 725/771 [00:40<00:01, 33.18it/s]
Loading 0:  95%|█████████▌| 736/771 [00:41<00:00, 42.89it/s]
Loading 0:  97%|█████████▋| 748/771 [00:41<00:00, 51.76it/s]
Loading 0:  98%|█████████▊| 759/771 [00:41<00:00, 61.60it/s]
Loading 0: 100%|█████████▉| 768/771 [00:49<00:00,  4.04it/s]
                                                            
Job chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer completed after 196.54s with status: succeeded
Stopping job with name chaiml-nis-qwenrp-32b-s-16659-v2-mkmlizer
Pipeline stage MKMLizer completed in 196.99s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-qwenrp-32b-s-16659-v2
Waiting for inference service chaiml-nis-qwenrp-32b-s-16659-v2 to be ready
Inference service chaiml-nis-qwenrp-32b-s-16659-v2 ready after 130.46732687950134s
Pipeline stage MKMLDeployer completed in 130.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.9292349815368652s
Received healthy response to inference request in 3.3040289878845215s
Received healthy response to inference request in 3.3689675331115723s
Received healthy response to inference request in 3.4765632152557373s
Received healthy response to inference request in 3.311561107635498s
5 requests
0 failed requests
5th percentile: 3.305535411834717
10th percentile: 3.3070418357849123
20th percentile: 3.3100546836853026
30th percentile: 3.323042392730713
40th percentile: 3.3460049629211426
50th percentile: 3.3689675331115723
60th percentile: 3.412005805969238
70th percentile: 3.455044078826904
80th percentile: 3.567097568511963
90th percentile: 3.7481662750244142
95th percentile: 3.8387006282806397
99th percentile: 3.91112811088562
mean time: 3.478071165084839
Pipeline stage StressChecker completed in 18.48s
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 0.62s
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 0.60s
Shutdown handler de-registered
chaiml-nis-qwenrp-32b-s_16659_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5494.83s
Shutdown handler de-registered
chaiml-nis-qwenrp-32b-s_16659_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwenrp-32b-s_16659_v2 status is now torndown due to DeploymentManager action