chaiml-1113-quang-ir-cl_28234

developer_uid: chai_backend_admin

submission_id: chaiml-1113-quang-ir-cl_28234_v1

model_name: training123

model_group: ChaiML/1113-quang-ir-cld

status: torndown

timestamp: 2025-11-17T02:26:18+00:00

num_battles: 5793

num_wins: 3061

celo_rating: 1305.6

family_friendly_score: 0.48140000000000005

family_friendly_standard_error: 0.007066173504804422

submission_type: basic

model_repo: ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_8e6cs

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': 0.38143842076485085, 'latency_mean': 2.621525024175644, 'latency_p50': 2.6263843774795532, 'latency_p90': 2.8861475944519044}, {'batch_size': 2, 'throughput': 0.5652086742155482, 'latency_mean': 3.5358106577396393, 'latency_p50': 3.537800669670105, 'latency_p90': 3.858961057662964}, {'batch_size': 3, 'throughput': 0.6974714204901789, 'latency_mean': 4.295951467752457, 'latency_p50': 4.271243929862976, 'latency_p90': 5.01398594379425}, {'batch_size': 4, 'throughput': 0.779506454926354, 'latency_mean': 5.11734456896782, 'latency_p50': 5.147428035736084, 'latency_p90': 5.644701027870178}, {'batch_size': 5, 'throughput': 0.8413370813500882, 'latency_mean': 5.901857995986939, 'latency_p50': 5.935056447982788, 'latency_p90': 6.792511081695556}]

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_8e6cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.6

us_pacific_date: 2025-11-13

win_ratio: 0.5283963404108407

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': ['</s>', '\n', '####', 'You:'], '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-28234-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-cl-28234-v1-mkmlizer to finish
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: Downloaded to shared memory in 76.914s
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_8e6cs already exists in ChaiML
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_tt1el2g, device:0
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: quantized model in 41.617s
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-cld-freev2-rm-fs06-dporm_freev22rm_0164642ep_8e6cs in 118.532s
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia/config.json
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia/tokenizer.json
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-28234-v1/nvidia/flywheel_model.0.safetensors
chaiml-1113-quang-ir-cl-28234-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:15, 22.48it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:09, 38.45it/s]
Loading 0:   5%|▍         | 18/363 [00:00<00:08, 40.74it/s]
Loading 0:   6%|▋         | 23/363 [00:00<00:10, 31.44it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:07, 43.58it/s]
Loading 0:  10%|█         | 37/363 [00:01<00:11, 28.41it/s]
Loading 0:  11%|█▏        | 41/363 [00:01<00:12, 25.98it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:09, 33.16it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:09, 32.19it/s]
Loading 0:  16%|█▌        | 57/363 [00:01<00:09, 33.70it/s]
Loading 0:  17%|█▋        | 61/363 [00:01<00:09, 31.90it/s]
Loading 0:  18%|█▊        | 65/363 [00:01<00:08, 33.13it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:10, 28.73it/s]
Loading 0:  20%|██        | 74/363 [00:02<00:11, 25.82it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:09, 29.85it/s]
Loading 0:  23%|██▎       | 83/363 [00:02<00:09, 31.00it/s]
Loading 0:  24%|██▍       | 87/363 [00:02<00:10, 26.39it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:10, 25.46it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:08, 32.47it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:08, 30.80it/s]
Loading 0:  29%|██▉       | 107/363 [00:03<00:09, 26.74it/s]
Loading 0:  31%|███       | 112/363 [00:03<00:08, 29.43it/s]
Loading 0:  32%|███▏      | 116/363 [00:03<00:08, 29.98it/s]
Loading 0:  33%|███▎      | 120/363 [00:03<00:07, 31.76it/s]
Loading 0:  34%|███▍      | 124/363 [00:04<00:08, 29.62it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:07, 33.12it/s]
Loading 0:  37%|███▋      | 133/363 [00:04<00:07, 31.21it/s]
Loading 0:  38%|███▊      | 138/363 [00:04<00:06, 34.52it/s]
Loading 0:  39%|███▉      | 142/363 [00:04<00:06, 31.86it/s]
Loading 0:  41%|████      | 149/363 [00:04<00:05, 38.31it/s]
Loading 0:  42%|████▏     | 153/363 [00:05<00:08, 24.82it/s]
Loading 0:  44%|████▎     | 158/363 [00:05<00:08, 24.87it/s]
Loading 0:  45%|████▌     | 165/363 [00:05<00:06, 31.88it/s]
Loading 0:  47%|████▋     | 169/363 [00:05<00:06, 30.42it/s]
Loading 0:  48%|████▊     | 174/363 [00:05<00:05, 33.41it/s]
Loading 0:  49%|████▉     | 178/363 [00:05<00:05, 31.37it/s]
Loading 0:  50%|█████     | 182/363 [00:05<00:05, 32.48it/s]
Loading 0:  52%|█████▏    | 187/363 [00:06<00:05, 29.63it/s]
Loading 0:  53%|█████▎    | 191/363 [00:06<00:05, 29.05it/s]
Loading 0:  54%|█████▎    | 195/363 [00:06<00:06, 25.96it/s]
Loading 0:  55%|█████▌    | 201/363 [00:19<02:12,  1.22it/s]
Loading 0:  56%|█████▌    | 203/363 [00:19<01:53,  1.41it/s]
Loading 0:  57%|█████▋    | 208/363 [00:19<01:12,  2.12it/s]
Loading 0:  58%|█████▊    | 211/363 [00:19<00:56,  2.69it/s]
Loading 0:  59%|█████▉    | 214/363 [00:19<00:43,  3.45it/s]
Loading 0:  60%|██████    | 218/363 [00:19<00:29,  4.84it/s]
Loading 0:  61%|██████    | 221/363 [00:20<00:23,  6.11it/s]
Loading 0:  62%|██████▏   | 224/363 [00:20<00:19,  7.25it/s]
Loading 0:  63%|██████▎   | 229/363 [00:20<00:12, 10.58it/s]
Loading 0:  64%|██████▍   | 232/363 [00:20<00:10, 12.41it/s]
Loading 0:  65%|██████▌   | 237/363 [00:20<00:07, 16.92it/s]
Loading 0:  66%|██████▋   | 241/363 [00:20<00:06, 17.53it/s]
Loading 0:  68%|██████▊   | 246/363 [00:20<00:05, 22.18it/s]
Loading 0:  69%|██████▉   | 250/363 [00:21<00:04, 23.96it/s]
Loading 0:  70%|███████   | 255/363 [00:21<00:03, 28.65it/s]
Loading 0:  71%|███████▏  | 259/363 [00:21<00:03, 28.89it/s]
Loading 0:  73%|███████▎  | 266/363 [00:21<00:02, 35.85it/s]
Loading 0:  75%|███████▍  | 271/363 [00:21<00:03, 26.39it/s]
Loading 0:  76%|███████▌  | 275/363 [00:21<00:03, 24.79it/s]
Loading 0:  78%|███████▊  | 282/363 [00:22<00:02, 32.11it/s]
Loading 0:  79%|███████▉  | 286/363 [00:22<00:02, 31.13it/s]
Loading 0:  80%|████████  | 291/363 [00:22<00:02, 34.65it/s]
Loading 0:  81%|████████▏ | 295/363 [00:22<00:02, 33.23it/s]
Loading 0:  82%|████████▏ | 299/363 [00:22<00:01, 34.26it/s]
Loading 0:  84%|████████▎ | 304/363 [00:22<00:01, 31.34it/s]
Loading 0:  85%|████████▍ | 308/363 [00:22<00:01, 30.22it/s]
Loading 0:  86%|████████▌ | 312/363 [00:23<00:01, 26.87it/s]
Loading 0:  88%|████████▊ | 318/363 [00:23<00:01, 32.94it/s]
Loading 0:  89%|████████▊ | 322/363 [00:23<00:01, 32.08it/s]
Loading 0:  90%|█████████ | 327/363 [00:23<00:01, 35.61it/s]
Loading 0:  91%|█████████ | 331/363 [00:23<00:00, 33.36it/s]
Loading 0:  92%|█████████▏| 335/363 [00:23<00:00, 34.47it/s]
Loading 0:  93%|█████████▎| 339/363 [00:23<00:00, 35.22it/s]
Loading 0:  94%|█████████▍| 343/363 [00:24<00:00, 21.36it/s]
Loading 0:  96%|█████████▌| 348/363 [00:24<00:00, 23.00it/s]
Loading 0:  98%|█████████▊| 355/363 [00:24<00:00, 30.41it/s]
Loading 0:  99%|█████████▉| 359/363 [00:24<00:00, 29.76it/s]
                                                            
Job chaiml-1113-quang-ir-cl-28234-v1-mkmlizer completed after 195.64s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-cl-28234-v1-mkmlizer
Pipeline stage MKMLizer completed in 196.41s
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-1113-quang-ir-cl-28234-v1
Waiting for inference service chaiml-1113-quang-ir-cl-28234-v1 to be ready
Inference service chaiml-1113-quang-ir-cl-28234-v1 ready after 151.4520537853241s
Pipeline stage MKMLDeployer completed in 152.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4001970291137695s
Received healthy response to inference request in 2.1224284172058105s
Received healthy response to inference request in 2.1317238807678223s
Received healthy response to inference request in 2.518463611602783s
Received healthy response to inference request in 2.3333752155303955s
5 requests
0 failed requests
5th percentile: 2.124287509918213
10th percentile: 2.126146602630615
20th percentile: 2.12986478805542
30th percentile: 2.172054147720337
40th percentile: 2.252714681625366
50th percentile: 2.3333752155303955
60th percentile: 2.360103940963745
70th percentile: 2.386832666397095
80th percentile: 2.423850345611572
90th percentile: 2.4711569786071776
95th percentile: 2.4948102951049806
99th percentile: 2.5137329483032227
mean time: 2.301237630844116
Pipeline stage StressChecker completed in 13.42s
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 0.63s
Shutdown handler de-registered
chaiml-1113-quang-ir-cl_28234_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 2972.61s
Shutdown handler de-registered
chaiml-1113-quang-ir-cl_28234_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1113-quang-ir-cl_28234_v1 status is now torndown due to DeploymentManager action