chaiml-1114-quang-ir-cl_55822

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_55822_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-17T21:31:27+00:00

num_battles: 5614

num_wins: 2977

celo_rating: 1307.13

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b8-dporm_mult25k_0164642ep_1e5cs

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.38000671988735596, 'latency_mean': 2.6314095532894135, 'latency_p50': 2.6330372095108032, 'latency_p90': 2.890473651885986}, {'batch_size': 2, 'throughput': 0.5635624736555487, 'latency_mean': 3.545169471502304, 'latency_p50': 3.5308072566986084, 'latency_p90': 3.8981831073760986}, {'batch_size': 3, 'throughput': 0.6904525309197532, 'latency_mean': 4.33484426856041, 'latency_p50': 4.346272587776184, 'latency_p90': 4.692221164703369}, {'batch_size': 4, 'throughput': 0.7764470711884605, 'latency_mean': 5.138369233608246, 'latency_p50': 5.141741752624512, 'latency_p90': 5.726147079467774}, {'batch_size': 5, 'throughput': 0.8351522912181047, 'latency_mean': 5.959158449172974, 'latency_p50': 5.959700584411621, 'latency_p90': 6.898054313659668}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b8-dporm_mult25k_0164642ep_1e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.59

us_pacific_date: 2025-11-14

win_ratio: 0.5302814392589954

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '####', '</s>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', '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-1114-quang-ir-cl-55822-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-55822-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: quantized model in 41.614s
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b8-dporm_mult25k_0164642ep_1e5cs in 131.976s
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-55822-v1/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-55822-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:13, 25.90it/s]
Loading 0:   2%|▏         | 7/363 [00:00<00:20, 17.20it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:14, 24.09it/s]
Loading 0:   4%|▍         | 15/363 [00:00<00:18, 18.60it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:15, 22.18it/s]
Loading 0:   6%|▋         | 23/363 [00:01<00:16, 20.59it/s]
Loading 0:   8%|▊         | 28/363 [00:01<00:12, 26.61it/s]
Loading 0:   9%|▉         | 32/363 [00:01<00:11, 28.37it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:17, 19.20it/s]
Loading 0:  11%|█▏        | 41/363 [00:01<00:15, 20.99it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:10, 28.96it/s]
Loading 0:  14%|█▍        | 52/363 [00:02<00:10, 28.94it/s]
Loading 0:  16%|█▌        | 57/363 [00:02<00:09, 33.07it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:09, 31.49it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:09, 32.84it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:09, 29.44it/s]
Loading 0:  20%|██        | 74/363 [00:02<00:10, 26.82it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:09, 30.66it/s]
Loading 0:  23%|██▎       | 83/363 [00:03<00:08, 32.03it/s]
Loading 0:  24%|██▍       | 87/363 [00:03<00:09, 28.58it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:09, 28.06it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:07, 35.86it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:07, 34.20it/s]
Loading 0:  29%|██▉       | 107/363 [00:03<00:08, 29.65it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:07, 31.90it/s]
Loading 0:  32%|███▏      | 116/363 [00:04<00:07, 32.32it/s]
Loading 0:  33%|███▎      | 121/363 [00:04<00:07, 33.54it/s]
Loading 0:  34%|███▍      | 125/363 [00:04<00:06, 34.85it/s]
Loading 0:  36%|███▌      | 130/363 [00:04<00:06, 35.39it/s]
Loading 0:  37%|███▋      | 134/363 [00:04<00:06, 35.94it/s]
Loading 0:  38%|███▊      | 139/363 [00:04<00:06, 35.74it/s]
Loading 0:  39%|███▉      | 143/363 [00:04<00:06, 36.24it/s]
Loading 0:  41%|████      | 149/363 [00:05<00:05, 40.81it/s]
Loading 0:  42%|████▏     | 154/363 [00:05<00:07, 27.65it/s]
Loading 0:  44%|████▎     | 158/363 [00:05<00:08, 25.62it/s]
Loading 0:  45%|████▌     | 165/363 [00:05<00:06, 32.89it/s]
Loading 0:  47%|████▋     | 169/363 [00:05<00:06, 31.77it/s]
Loading 0:  48%|████▊     | 174/363 [00:05<00:05, 34.53it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:05, 32.35it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:05, 33.44it/s]
Loading 0:  52%|█████▏    | 187/363 [00:06<00:05, 30.94it/s]
Loading 0:  53%|█████▎    | 191/363 [00:06<00:05, 30.15it/s]
Loading 0:  54%|█████▎    | 195/363 [00:06<00:06, 27.14it/s]
Loading 0:  55%|█████▌    | 201/363 [00:19<02:11,  1.23it/s]
Loading 0:  56%|█████▌    | 203/363 [00:19<01:52,  1.42it/s]
Loading 0:  57%|█████▋    | 208/363 [00:19<01:11,  2.15it/s]
Loading 0:  58%|█████▊    | 212/363 [00:19<00:52,  2.87it/s]
Loading 0:  60%|██████    | 218/363 [00:19<00:32,  4.48it/s]
Loading 0:  61%|██████    | 222/363 [00:20<00:24,  5.85it/s]
Loading 0:  62%|██████▏   | 226/363 [00:20<00:18,  7.24it/s]
Loading 0:  63%|██████▎   | 230/363 [00:20<00:14,  8.91it/s]
Loading 0:  65%|██████▌   | 237/363 [00:20<00:09, 13.76it/s]
Loading 0:  66%|██████▋   | 241/363 [00:20<00:07, 15.79it/s]
Loading 0:  68%|██████▊   | 246/363 [00:20<00:05, 19.84it/s]
Loading 0:  69%|██████▉   | 250/363 [00:20<00:05, 21.46it/s]
Loading 0:  70%|███████   | 255/363 [00:21<00:04, 25.95it/s]
Loading 0:  71%|███████▏  | 259/363 [00:21<00:03, 27.04it/s]
Loading 0:  73%|███████▎  | 266/363 [00:21<00:02, 34.31it/s]
Loading 0:  75%|███████▍  | 271/363 [00:21<00:03, 25.97it/s]
Loading 0:  76%|███████▌  | 275/363 [00:21<00:03, 24.81it/s]
Loading 0:  78%|███████▊  | 282/363 [00:21<00:02, 31.83it/s]
Loading 0:  79%|███████▉  | 286/363 [00:22<00:02, 30.05it/s]
Loading 0:  80%|████████  | 291/363 [00:22<00:02, 33.64it/s]
Loading 0:  81%|████████▏ | 295/363 [00:22<00:02, 31.97it/s]
Loading 0:  82%|████████▏ | 299/363 [00:22<00:01, 32.98it/s]
Loading 0:  84%|████████▎ | 304/363 [00:22<00:01, 30.64it/s]
Loading 0:  85%|████████▍ | 308/363 [00:22<00:01, 30.00it/s]
Loading 0:  86%|████████▌ | 312/363 [00:22<00:01, 26.66it/s]
Loading 0:  88%|████████▊ | 318/363 [00:23<00:01, 32.71it/s]
Loading 0:  89%|████████▊ | 322/363 [00:23<00:01, 31.51it/s]
Loading 0:  90%|█████████ | 327/363 [00:23<00:01, 35.22it/s]
Loading 0:  91%|█████████ | 331/363 [00:23<00:00, 33.03it/s]
Loading 0:  92%|█████████▏| 335/363 [00:23<00:00, 33.70it/s]
Loading 0:  93%|█████████▎| 339/363 [00:23<00:00, 34.49it/s]
Loading 0:  94%|█████████▍| 343/363 [00:24<00:00, 20.86it/s]
Loading 0:  96%|█████████▌| 348/363 [00:24<00:00, 22.68it/s]
Loading 0:  98%|█████████▊| 355/363 [00:24<00:00, 30.54it/s]
Loading 0:  99%|█████████▉| 359/363 [00:24<00:00, 30.15it/s]
                                                            
Job chaiml-1114-quang-ir-cl-55822-v1-mkmlizer completed after 206.32s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-55822-v1-mkmlizer
Pipeline stage MKMLizer completed in 206.86s
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-1114-quang-ir-cl-55822-v1
Waiting for inference service chaiml-1114-quang-ir-cl-55822-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-55822-v1 ready after 160.94969415664673s
Pipeline stage MKMLDeployer completed in 161.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.569167137145996s
Received healthy response to inference request in 2.365556001663208s
Received healthy response to inference request in 2.6585984230041504s
Received healthy response to inference request in 2.2004711627960205s
Received healthy response to inference request in 2.253157377243042s
5 requests
0 failed requests
5th percentile: 2.211008405685425
10th percentile: 2.2215456485748293
20th percentile: 2.2426201343536376
30th percentile: 2.2756371021270754
40th percentile: 2.3205965518951417
50th percentile: 2.365556001663208
60th percentile: 2.4470004558563234
70th percentile: 2.5284449100494384
80th percentile: 2.587053394317627
90th percentile: 2.6228259086608885
95th percentile: 2.6407121658325194
99th percentile: 2.655021171569824
mean time: 2.409390020370483
Pipeline stage StressChecker completed in 13.18s
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 0.76s
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 0.64s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_55822_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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1114-quang-ir-cl-55822-v1-profiler
Waiting for inference service chaiml-1114-quang-ir-cl-55822-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 4983.72s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_55822_v1 status is now torndown due to DeploymentManager action