chaiml-nis-qwen32b-dpoe_26799

developer_uid: NischayDnk

submission_id: chaiml-nis-qwen32b-dpoe_26799_v1

model_name: chaiml-nis-qwen32b-dpoe_26799_v1

model_group: ChaiML/nis-qwen32b-dpoex

status: torndown

timestamp: 2025-04-18T12:57:24+00:00

num_battles: 8990

num_wins: 4608

celo_rating: 1296.28

family_friendly_score: 0.5608

family_friendly_standard_error: 0.007018594731140985

submission_type: basic

model_repo: ChaiML/nis-qwen32b-dpoexp1-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': 0.2738823569746352, 'latency_mean': 3.6511250233650205, 'latency_p50': 3.65959894657135, 'latency_p90': 4.067252492904663}, {'batch_size': 2, 'throughput': 0.45013456988350214, 'latency_mean': 4.427384773492813, 'latency_p50': 4.384148955345154, 'latency_p90': 4.946867108345032}, {'batch_size': 3, 'throughput': 0.6022973974232726, 'latency_mean': 4.964817688465119, 'latency_p50': 4.971683740615845, 'latency_p90': 5.475233888626098}, {'batch_size': 4, 'throughput': 0.7042182619390224, 'latency_mean': 5.64593994140625, 'latency_p50': 5.653976798057556, 'latency_p90': 6.202364253997803}, {'batch_size': 5, 'throughput': 0.7945987644278537, 'latency_mean': 6.268118845224381, 'latency_p50': 6.25901997089386, 'latency_p90': 6.98611249923706}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-qwen32b-dpoe_26799_v1

is_internal_developer: False

language_model: ChaiML/nis-qwen32b-dpoexp1-s1-pref-1295datav1sft

model_size: 33B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-04-18

win_ratio: 0.5125695216907675

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-dpoe-26799-v1-mkmlizer
Waiting for job on chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer to finish
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: Downloaded to shared memory in 124.112s
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzl7kg4uk, device:0
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: quantized model in 63.723s
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: Processed model ChaiML/nis-qwen32b-dpoexp1-s1-pref-1295datav1sft in 187.835s
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/config.json
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/added_tokens.json
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/tokenizer_config.json
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/special_tokens_map.json
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/merges.txt
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/vocab.json
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/tokenizer.json
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-dpoe-26799-v1/flywheel_model.2.safetensors
chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer: 
Loading 0:   0%|          | 0/771 [00:00<?, ?it/s]
Loading 0:   1%|          | 5/771 [00:00<00:19, 39.14it/s]
Loading 0:   2%|▏         | 16/771 [00:00<00:10, 74.41it/s]
Loading 0:   4%|▎         | 27/771 [00:00<00:08, 88.60it/s]
Loading 0:   5%|▍         | 37/771 [00:00<00:08, 91.21it/s]
Loading 0:   6%|▌         | 47/771 [00:00<00:13, 54.33it/s]
Loading 0:   7%|▋         | 55/771 [00:00<00:13, 52.28it/s]
Loading 0:   8%|▊         | 64/771 [00:01<00:11, 60.03it/s]
Loading 0:  10%|▉         | 75/771 [00:01<00:09, 71.34it/s]
Loading 0:  11%|█         | 84/771 [00:01<00:09, 75.50it/s]
Loading 0:  12%|█▏        | 93/771 [00:01<00:09, 72.68it/s]
Loading 0:  14%|█▎        | 106/771 [00:01<00:10, 62.64it/s]
Loading 0:  15%|█▍        | 114/771 [00:01<00:10, 61.66it/s]
Loading 0:  16%|█▌        | 121/771 [00:01<00:11, 58.84it/s]
Loading 0:  17%|█▋        | 132/771 [00:01<00:09, 69.72it/s]
Loading 0:  18%|█▊        | 142/771 [00:02<00:08, 76.54it/s]
Loading 0:  20%|█▉        | 152/771 [00:02<00:07, 82.21it/s]
Loading 0:  21%|██        | 161/771 [00:02<00:07, 77.39it/s]
Loading 0:  22%|██▏       | 170/771 [00:02<00:10, 55.83it/s]
Loading 0:  23%|██▎       | 177/771 [00:02<00:10, 54.97it/s]
Loading 0:  24%|██▍       | 185/771 [00:02<00:10, 56.59it/s]
Loading 0:  25%|██▌       | 196/771 [00:02<00:08, 67.97it/s]
Loading 0:  27%|██▋       | 207/771 [00:03<00:07, 77.90it/s]
Loading 0:  28%|██▊       | 216/771 [00:03<00:06, 80.53it/s]
Loading 0:  29%|██▉       | 226/771 [00:03<00:08, 61.59it/s]
Loading 0:  30%|███       | 234/771 [00:03<00:10, 53.07it/s]
Loading 0:  32%|███▏      | 245/771 [00:03<00:08, 59.76it/s]
Loading 0:  33%|███▎      | 257/771 [00:03<00:07, 67.12it/s]
Loading 0:  35%|███▍      | 269/771 [00:04<00:06, 72.97it/s]
Loading 0:  37%|███▋      | 286/771 [00:04<00:06, 70.95it/s]
Loading 0:  38%|███▊      | 294/771 [00:04<00:07, 59.72it/s]
Loading 0:  39%|███▉      | 303/771 [00:18<03:16,  2.39it/s]
Loading 0:  41%|████      | 315/771 [00:19<02:10,  3.50it/s]
Loading 0:  42%|████▏     | 327/771 [00:19<01:28,  5.04it/s]
Loading 0:  43%|████▎     | 335/771 [00:19<01:07,  6.44it/s]
Loading 0:  45%|████▍     | 346/771 [00:19<00:48,  8.77it/s]
Loading 0:  46%|████▌     | 353/771 [00:19<00:41, 10.05it/s]
Loading 0:  47%|████▋     | 364/771 [00:19<00:28, 14.37it/s]
Loading 0:  49%|████▊     | 375/771 [00:20<00:19, 19.91it/s]
Loading 0:  50%|████▉     | 385/771 [00:20<00:14, 26.04it/s]
Loading 0:  51%|█████     | 394/771 [00:20<00:12, 31.30it/s]
Loading 0:  53%|█████▎    | 406/771 [00:20<00:10, 35.39it/s]
Loading 0:  54%|█████▎    | 414/771 [00:20<00:09, 35.98it/s]
Loading 0:  55%|█████▌    | 425/771 [00:20<00:07, 44.16it/s]
Loading 0:  57%|█████▋    | 437/771 [00:21<00:06, 53.09it/s]
Loading 0:  58%|█████▊    | 448/771 [00:21<00:05, 62.96it/s]
Loading 0:  59%|█████▉    | 458/771 [00:21<00:04, 70.07it/s]
Loading 0:  61%|██████    | 467/771 [00:21<00:05, 57.99it/s]
Loading 0:  62%|██████▏   | 475/771 [00:21<00:05, 54.81it/s]
Loading 0:  63%|██████▎   | 484/771 [00:21<00:04, 61.81it/s]
Loading 0:  64%|██████▍   | 496/771 [00:21<00:03, 68.82it/s]
Loading 0:  66%|██████▌   | 508/771 [00:22<00:03, 74.63it/s]
Loading 0:  67%|██████▋   | 520/771 [00:22<00:02, 84.99it/s]
Loading 0:  69%|██████▊   | 530/771 [00:22<00:03, 62.59it/s]
Loading 0:  70%|██████▉   | 538/771 [00:22<00:03, 61.77it/s]
Loading 0:  71%|███████   | 546/771 [00:22<00:03, 61.33it/s]
Loading 0:  72%|███████▏  | 556/771 [00:22<00:03, 69.69it/s]
Loading 0:  74%|███████▎  | 567/771 [00:22<00:02, 79.22it/s]
Loading 0:  75%|███████▍  | 576/771 [00:22<00:02, 81.76it/s]
Loading 0:  76%|███████▌  | 586/771 [00:23<00:02, 62.02it/s]
Loading 0:  77%|███████▋  | 594/771 [00:23<00:03, 53.66it/s]
Loading 0:  78%|███████▊  | 604/771 [00:23<00:02, 62.83it/s]
Loading 0:  80%|███████▉  | 615/771 [00:23<00:02, 72.81it/s]
Loading 0:  81%|████████  | 625/771 [00:23<00:01, 79.06it/s]
Loading 0:  82%|████████▏ | 634/771 [00:38<01:04,  2.14it/s]
Loading 0:  84%|████████▍ | 646/771 [00:38<00:39,  3.17it/s]
Loading 0:  85%|████████▍ | 654/771 [00:39<00:28,  4.06it/s]
Loading 0:  86%|████████▌ | 664/771 [00:39<00:18,  5.75it/s]
Loading 0:  88%|████████▊ | 675/771 [00:39<00:11,  8.31it/s]
Loading 0:  89%|████████▊ | 684/771 [00:39<00:07, 11.08it/s]
Loading 0:  90%|████████▉ | 693/771 [00:39<00:05, 14.50it/s]
Loading 0:  92%|█████████▏| 706/771 [00:39<00:03, 19.69it/s]
Loading 0:  93%|█████████▎| 714/771 [00:40<00:02, 22.34it/s]
Loading 0:  94%|█████████▍| 725/771 [00:40<00:01, 29.07it/s]
Loading 0:  95%|█████████▌| 736/771 [00:40<00:00, 37.75it/s]
Loading 0:  97%|█████████▋| 747/771 [00:40<00:00, 46.99it/s]
Loading 0:  98%|█████████▊| 756/771 [00:40<00:00, 53.55it/s]
Loading 0:  99%|█████████▉| 766/771 [00:48<00:01,  4.07it/s]
                                                            
Job chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer completed after 227.82s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-dpoe-26799-v1-mkmlizer
Pipeline stage MKMLizer completed in 228.31s
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-dpoe-26799-v1
Waiting for inference service chaiml-nis-qwen32b-dpoe-26799-v1 to be ready
Inference service chaiml-nis-qwen32b-dpoe-26799-v1 ready after 130.44957637786865s
Pipeline stage MKMLDeployer completed in 130.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.8334922790527344s
Received healthy response to inference request in 8.507797956466675s
Received healthy response to inference request in 3.3569817543029785s
Received healthy response to inference request in 3.6897411346435547s
Received healthy response to inference request in 3.5251083374023438s
5 requests
0 failed requests
5th percentile: 3.3906070709228517
10th percentile: 3.4242323875427245
20th percentile: 3.4914830207824705
30th percentile: 3.558034896850586
40th percentile: 3.6238880157470703
50th percentile: 3.6897411346435547
60th percentile: 3.7472415924072267
70th percentile: 3.8047420501708986
80th percentile: 4.7683534145355235
90th percentile: 6.638075685501099
95th percentile: 7.572936820983886
99th percentile: 8.320825729370117
mean time: 4.582624292373657
%s, retrying in %s seconds...
Received healthy response to inference request in 8.496031761169434s
Received healthy response to inference request in 3.423168420791626s
Received healthy response to inference request in 3.5658090114593506s
Received healthy response to inference request in 3.459036111831665s
Received healthy response to inference request in 3.4584789276123047s
5 requests
0 failed requests
5th percentile: 3.4302305221557616
10th percentile: 3.4372926235198973
20th percentile: 3.451416826248169
30th percentile: 3.458590364456177
40th percentile: 3.4588132381439207
50th percentile: 3.459036111831665
60th percentile: 3.501745271682739
70th percentile: 3.5444544315338136
80th percentile: 4.551853561401368
90th percentile: 6.523942661285401
95th percentile: 7.509987211227416
99th percentile: 8.298822851181031
mean time: 4.480504846572876
Pipeline stage StressChecker completed in 47.90s
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 0.73s
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 0.68s
Shutdown handler de-registered
chaiml-nis-qwen32b-dpoe_26799_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
%s, retrying in %s seconds...
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 5876.90s
Shutdown handler de-registered
chaiml-nis-qwen32b-dpoe_26799_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-qwen32b-dpoe_26799_v1 status is now torndown due to DeploymentManager action