chaiml-1113-quang-ir-cl_82386

developer_uid: chai_backend_admin

submission_id: chaiml-1113-quang-ir-cl_82386_v1

model_name: training123

model_group: ChaiML/1113-quang-ir-cld

status: torndown

timestamp: 2025-11-17T03:41:16+00:00

num_battles: 5763

num_wins: 3082

celo_rating: 1310.26

family_friendly_score: 0.49019999999999997

family_friendly_standard_error: 0.007069709470692555

submission_type: basic

model_repo: ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_1e5ct

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': 0.37859265297812017, 'latency_mean': 2.6412398731708526, 'latency_p50': 2.6381324529647827, 'latency_p90': 2.9086931228637694}, {'batch_size': 2, 'throughput': 0.5550451391719508, 'latency_mean': 3.589737538099289, 'latency_p50': 3.6228266954421997, 'latency_p90': 3.9233954906463624}, {'batch_size': 3, 'throughput': 0.6903571463982645, 'latency_mean': 4.33861542224884, 'latency_p50': 4.279547214508057, 'latency_p90': 5.086300635337829}, {'batch_size': 4, 'throughput': 0.7770843820309553, 'latency_mean': 5.130453459024429, 'latency_p50': 5.100536823272705, 'latency_p90': 5.892275786399841}, {'batch_size': 5, 'throughput': 0.8406819280673579, 'latency_mean': 5.923190503120423, 'latency_p50': 5.870347619056702, 'latency_p90': 6.657666468620301}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_1e5ct

model_size: 24B

ranking_group: single

throughput_3p7s: 0.58

us_pacific_date: 2025-11-13

win_ratio: 0.5347909075134478

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-1113-quang-ir-cl-82386-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-cl-82386-v1-mkmlizer to finish
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: Downloaded to shared memory in 62.947s
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_1e5ct already exists in ChaiML
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp93tvpsvo, device:0
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: quantized model in 41.010s
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_1e5ct in 103.957s
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia/config.json
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia/tokenizer.json
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia/flywheel_model.0.safetensors
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-82386-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-cl-82386-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:15, 22.95it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:08, 39.10it/s]
Loading 0:   5%|▍         | 18/363 [00:00<00:08, 42.33it/s]
Loading 0:   6%|▋         | 23/363 [00:00<00:10, 32.90it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:07, 45.53it/s]
Loading 0:  10%|█         | 38/363 [00:01<00:10, 31.10it/s]
Loading 0:  12%|█▏        | 43/363 [00:01<00:10, 29.73it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:09, 33.30it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:09, 32.15it/s]
Loading 0:  16%|█▌        | 57/363 [00:01<00:08, 35.81it/s]
Loading 0:  17%|█▋        | 62/363 [00:01<00:08, 35.31it/s]
Loading 0:  18%|█▊        | 67/363 [00:01<00:07, 38.58it/s]
Loading 0:  20%|█▉        | 72/363 [00:02<00:09, 29.38it/s]
Loading 0:  21%|██        | 76/363 [00:02<00:09, 29.82it/s]
Loading 0:  22%|██▏       | 80/363 [00:02<00:10, 27.28it/s]
Loading 0:  24%|██▎       | 86/363 [00:02<00:08, 32.99it/s]
Loading 0:  25%|██▍       | 90/363 [00:02<00:08, 31.84it/s]
Loading 0:  26%|██▌       | 94/363 [00:02<00:08, 30.86it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:07, 34.35it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:07, 32.55it/s]
Loading 0:  29%|██▉       | 107/363 [00:03<00:09, 28.33it/s]
Loading 0:  31%|███       | 112/363 [00:03<00:08, 31.28it/s]
Loading 0:  32%|███▏      | 116/363 [00:03<00:09, 26.59it/s]
Loading 0:  33%|███▎      | 121/363 [00:03<00:08, 28.95it/s]
Loading 0:  34%|███▍      | 125/363 [00:03<00:07, 30.88it/s]
Loading 0:  36%|███▌      | 130/363 [00:04<00:07, 32.28it/s]
Loading 0:  37%|███▋      | 134/363 [00:04<00:06, 33.82it/s]
Loading 0:  38%|███▊      | 139/363 [00:04<00:06, 34.46it/s]
Loading 0:  39%|███▉      | 143/363 [00:04<00:06, 35.69it/s]
Loading 0:  41%|████      | 149/363 [00:04<00:05, 40.62it/s]
Loading 0:  42%|████▏     | 154/363 [00:04<00:07, 28.20it/s]
Loading 0:  44%|████▎     | 158/363 [00:04<00:07, 26.45it/s]
Loading 0:  45%|████▌     | 165/363 [00:05<00:05, 33.95it/s]
Loading 0:  47%|████▋     | 169/363 [00:05<00:05, 32.50it/s]
Loading 0:  48%|████▊     | 174/363 [00:05<00:05, 35.78it/s]
Loading 0:  49%|████▉     | 178/363 [00:05<00:05, 34.09it/s]
Loading 0:  50%|█████     | 182/363 [00:05<00:05, 34.79it/s]
Loading 0:  52%|█████▏    | 187/363 [00:05<00:05, 32.80it/s]
Loading 0:  53%|█████▎    | 191/363 [00:05<00:05, 31.35it/s]
Loading 0:  54%|█████▎    | 195/363 [00:06<00:06, 27.98it/s]
Loading 0:  55%|█████▌    | 201/363 [00:18<02:11,  1.23it/s]
Loading 0:  56%|█████▌    | 203/363 [00:18<01:53,  1.42it/s]
Loading 0:  57%|█████▋    | 208/363 [00:19<01:12,  2.15it/s]
Loading 0:  58%|█████▊    | 212/363 [00:19<00:52,  2.86it/s]
Loading 0:  60%|██████    | 218/363 [00:19<00:32,  4.47it/s]
Loading 0:  61%|██████    | 222/363 [00:19<00:24,  5.83it/s]
Loading 0:  62%|██████▏   | 226/363 [00:19<00:18,  7.23it/s]
Loading 0:  63%|██████▎   | 230/363 [00:19<00:14,  8.92it/s]
Loading 0:  65%|██████▌   | 237/363 [00:20<00:09, 13.78it/s]
Loading 0:  66%|██████▋   | 241/363 [00:20<00:07, 15.90it/s]
Loading 0:  68%|██████▊   | 246/363 [00:20<00:05, 19.90it/s]
Loading 0:  69%|██████▉   | 250/363 [00:20<00:05, 21.59it/s]
Loading 0:  70%|███████   | 255/363 [00:20<00:04, 25.81it/s]
Loading 0:  71%|███████▏  | 259/363 [00:20<00:03, 26.18it/s]
Loading 0:  73%|███████▎  | 266/363 [00:20<00:02, 33.39it/s]
Loading 0:  75%|███████▍  | 271/363 [00:21<00:03, 25.31it/s]
Loading 0:  76%|███████▌  | 275/363 [00:21<00:03, 24.35it/s]
Loading 0:  78%|███████▊  | 282/363 [00:21<00:02, 31.67it/s]
Loading 0:  79%|███████▉  | 286/363 [00:21<00:02, 31.02it/s]
Loading 0:  80%|████████  | 291/363 [00:21<00:02, 34.39it/s]
Loading 0:  81%|████████▏ | 295/363 [00:21<00:02, 32.82it/s]
Loading 0:  82%|████████▏ | 299/363 [00:21<00:01, 33.73it/s]
Loading 0:  84%|████████▎ | 304/363 [00:22<00:01, 30.92it/s]
Loading 0:  85%|████████▍ | 308/363 [00:22<00:01, 30.31it/s]
Loading 0:  86%|████████▌ | 312/363 [00:22<00:01, 27.47it/s]
Loading 0:  88%|████████▊ | 318/363 [00:22<00:01, 33.22it/s]
Loading 0:  89%|████████▊ | 322/363 [00:22<00:01, 31.96it/s]
Loading 0:  90%|█████████ | 327/363 [00:22<00:01, 35.44it/s]
Loading 0:  91%|█████████ | 331/363 [00:22<00:00, 32.87it/s]
Loading 0:  92%|█████████▏| 335/363 [00:23<00:00, 33.76it/s]
Loading 0:  93%|█████████▎| 339/363 [00:23<00:00, 34.44it/s]
Loading 0:  94%|█████████▍| 343/363 [00:23<00:00, 20.82it/s]
Loading 0:  96%|█████████▌| 348/363 [00:23<00:00, 22.54it/s]
Loading 0:  98%|█████████▊| 355/363 [00:23<00:00, 30.16it/s]
Loading 0:  99%|█████████▉| 359/363 [00:23<00:00, 29.83it/s]
                                                            
Job chaiml-1113-quang-ir-cl-82386-v1-mkmlizer completed after 156.05s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-cl-82386-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.69s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1113-quang-ir-cl-82386-v1
Waiting for inference service chaiml-1113-quang-ir-cl-82386-v1 to be ready
Inference service chaiml-1113-quang-ir-cl-82386-v1 ready after 150.92512440681458s
Pipeline stage MKMLDeployer completed in 152.30s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4301347732543945s
Received healthy response to inference request in 2.3709590435028076s
Received healthy response to inference request in 2.3246147632598877s
Received healthy response to inference request in 2.151634693145752s
Received healthy response to inference request in 2.0936238765716553s
5 requests
0 failed requests
5th percentile: 2.1052260398864746
10th percentile: 2.116828203201294
20th percentile: 2.1400325298309326
30th percentile: 2.186230707168579
40th percentile: 2.2554227352142333
50th percentile: 2.3246147632598877
60th percentile: 2.343152475357056
70th percentile: 2.3616901874542235
80th percentile: 2.382794189453125
90th percentile: 2.4064644813537597
95th percentile: 2.4182996273040773
99th percentile: 2.4277677440643313
mean time: 2.2741934299468993
Pipeline stage StressChecker completed in 12.71s
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 0.95s
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 1.15s
Shutdown handler de-registered
chaiml-1113-quang-ir-cl_82386_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 2909.17s
Shutdown handler de-registered
chaiml-1113-quang-ir-cl_82386_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1113-quang-ir-cl_82386_v1 status is now torndown due to DeploymentManager action