chaiml-1114-quang-ir-cl_66341

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_66341_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-18T01:56:17+00:00

num_battles: 6170

num_wins: 3326

celo_rating: 1306.64

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs065-b002-stack-dporm_mult25k_0164641ep_3e5cs

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': 0.374528694510933, 'latency_mean': 2.669899674654007, 'latency_p50': 2.6818811893463135, 'latency_p90': 2.932637357711792}, {'batch_size': 2, 'throughput': 0.5557854784560886, 'latency_mean': 3.590071048736572, 'latency_p50': 3.586341381072998, 'latency_p90': 3.8997172832489015}, {'batch_size': 3, 'throughput': 0.6851269252283254, 'latency_mean': 4.367721629142761, 'latency_p50': 4.345300555229187, 'latency_p90': 4.967322921752929}, {'batch_size': 4, 'throughput': 0.7733250742645709, 'latency_mean': 5.142705179452896, 'latency_p50': 5.12881600856781, 'latency_p90': 5.8757339954376215}, {'batch_size': 5, 'throughput': 0.8307860283675871, 'latency_mean': 5.994954293966293, 'latency_p50': 6.0158878564834595, 'latency_p90': 6.807967162132263}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs065-b002-stack-dporm_mult25k_0164641ep_3e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.58

us_pacific_date: 2025-11-14

win_ratio: 0.5390599675850891

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-66341-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-66341-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: Downloaded to shared memory in 87.577s
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs065-b002-stack-dporm_mult25k_0164641ep_3e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvfyugxp3, device:0
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: quantized model in 41.154s
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs065-b002-stack-dporm_mult25k_0164641ep_3e5cs in 128.731s
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-66341-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-66341-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:15, 23.39it/s]
Loading 0:   4%|▎         | 13/363 [00:00<00:08, 40.02it/s]
Loading 0:   5%|▌         | 19/363 [00:00<00:08, 40.96it/s]
Loading 0:   7%|▋         | 24/363 [00:00<00:09, 35.37it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:07, 44.92it/s]
Loading 0:  10%|█         | 37/363 [00:01<00:11, 29.08it/s]
Loading 0:  11%|█▏        | 41/363 [00:01<00:11, 26.91it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:09, 34.35it/s]
Loading 0:  15%|█▍        | 53/363 [00:01<00:09, 33.85it/s]
Loading 0:  16%|█▌        | 58/363 [00:01<00:08, 34.71it/s]
Loading 0:  17%|█▋        | 62/363 [00:01<00:08, 35.78it/s]
Loading 0:  19%|█▊        | 68/363 [00:01<00:07, 41.10it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:10, 26.42it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:08, 31.83it/s]
Loading 0:  23%|██▎       | 84/363 [00:02<00:08, 32.19it/s]
Loading 0:  24%|██▍       | 88/363 [00:02<00:08, 31.46it/s]
Loading 0:  25%|██▌       | 92/363 [00:02<00:09, 28.33it/s]
Loading 0:  27%|██▋       | 99/363 [00:02<00:07, 35.72it/s]
Loading 0:  29%|██▊       | 104/363 [00:03<00:07, 34.73it/s]
Loading 0:  30%|██▉       | 108/363 [00:03<00:08, 28.72it/s]
Loading 0:  31%|███       | 113/363 [00:03<00:08, 27.85it/s]
Loading 0:  33%|███▎      | 120/363 [00:03<00:06, 35.02it/s]
Loading 0:  34%|███▍      | 124/363 [00:03<00:07, 33.53it/s]
Loading 0:  36%|███▌      | 129/363 [00:03<00:06, 36.55it/s]
Loading 0:  37%|███▋      | 133/363 [00:04<00:06, 33.77it/s]
Loading 0:  38%|███▊      | 138/363 [00:04<00:06, 36.86it/s]
Loading 0:  39%|███▉      | 142/363 [00:04<00:06, 33.99it/s]
Loading 0:  41%|████      | 149/363 [00:04<00:05, 40.48it/s]
Loading 0:  42%|████▏     | 154/363 [00:04<00:07, 28.13it/s]
Loading 0:  44%|████▎     | 158/363 [00:04<00:07, 25.94it/s]
Loading 0:  45%|████▌     | 165/363 [00:05<00:05, 33.08it/s]
Loading 0:  47%|████▋     | 169/363 [00:05<00:06, 32.13it/s]
Loading 0:  48%|████▊     | 174/363 [00:05<00:05, 35.43it/s]
Loading 0:  49%|████▉     | 178/363 [00:05<00:05, 33.34it/s]
Loading 0:  50%|█████     | 182/363 [00:05<00:05, 34.37it/s]
Loading 0:  52%|█████▏    | 187/363 [00:05<00:05, 31.80it/s]
Loading 0:  53%|█████▎    | 191/363 [00:05<00:05, 30.66it/s]
Loading 0:  54%|█████▎    | 195/363 [00:06<00:06, 27.40it/s]
Loading 0:  55%|█████▌    | 201/363 [00:18<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,  2.13it/s]
Loading 0:  58%|█████▊    | 212/363 [00:19<00:53,  2.85it/s]
Loading 0:  60%|██████    | 218/363 [00:19<00:32,  4.45it/s]
Loading 0:  61%|██████    | 222/363 [00:19<00:24,  5.81it/s]
Loading 0:  62%|██████▏   | 226/363 [00:19<00:19,  7.19it/s]
Loading 0:  63%|██████▎   | 230/363 [00:19<00:15,  8.85it/s]
Loading 0:  65%|██████▌   | 237/363 [00:20<00:09, 13.67it/s]
Loading 0:  66%|██████▋   | 241/363 [00:20<00:07, 15.71it/s]
Loading 0:  68%|██████▊   | 246/363 [00:20<00:05, 19.80it/s]
Loading 0:  69%|██████▉   | 250/363 [00:20<00:05, 21.65it/s]
Loading 0:  70%|███████   | 255/363 [00:20<00:04, 26.09it/s]
Loading 0:  71%|███████▏  | 259/363 [00:20<00:03, 27.09it/s]
Loading 0:  73%|███████▎  | 266/363 [00:20<00:02, 34.38it/s]
Loading 0:  75%|███████▍  | 271/363 [00:21<00:03, 26.20it/s]
Loading 0:  76%|███████▌  | 275/363 [00:21<00:03, 24.79it/s]
Loading 0:  78%|███████▊  | 282/363 [00:21<00:02, 32.00it/s]
Loading 0:  79%|███████▉  | 286/363 [00:21<00:02, 30.96it/s]
Loading 0:  80%|████████  | 291/363 [00:21<00:02, 34.30it/s]
Loading 0:  81%|████████▏ | 295/363 [00:21<00:02, 32.00it/s]
Loading 0:  82%|████████▏ | 299/363 [00:21<00:01, 33.34it/s]
Loading 0:  84%|████████▎ | 304/363 [00:22<00:01, 31.42it/s]
Loading 0:  85%|████████▍ | 308/363 [00:22<00:01, 30.55it/s]
Loading 0:  86%|████████▌ | 312/363 [00:22<00:01, 27.36it/s]
Loading 0:  88%|████████▊ | 318/363 [00:22<00:01, 33.14it/s]
Loading 0:  89%|████████▊ | 322/363 [00:22<00:01, 31.90it/s]
Loading 0:  90%|█████████ | 327/363 [00:22<00:01, 35.51it/s]
Loading 0:  91%|█████████ | 331/363 [00:22<00:00, 34.04it/s]
Loading 0:  92%|█████████▏| 335/363 [00:23<00:00, 34.68it/s]
Loading 0:  93%|█████████▎| 339/363 [00:23<00:00, 35.45it/s]
Loading 0:  94%|█████████▍| 343/363 [00:23<00:00, 21.25it/s]
Loading 0:  96%|█████████▌| 348/363 [00:23<00:00, 22.80it/s]
Loading 0:  98%|█████████▊| 355/363 [00:23<00:00, 30.59it/s]
Loading 0:  99%|█████████▉| 359/363 [00:23<00:00, 30.38it/s]
                                                            
Job chaiml-1114-quang-ir-cl-66341-v1-mkmlizer completed after 175.31s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-66341-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.88s
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-1114-quang-ir-cl-66341-v1
Waiting for inference service chaiml-1114-quang-ir-cl-66341-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-66341-v1 ready after 151.1430766582489s
Pipeline stage MKMLDeployer completed in 151.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.706493377685547s
Received healthy response to inference request in 2.324232339859009s
Received healthy response to inference request in 2.1907713413238525s
Received healthy response to inference request in 2.7847988605499268s
Received healthy response to inference request in 2.236640214920044s
5 requests
0 failed requests
5th percentile: 2.1999451160430907
10th percentile: 2.209118890762329
20th percentile: 2.2274664402008058
30th percentile: 2.254158639907837
40th percentile: 2.289195489883423
50th percentile: 2.324232339859009
60th percentile: 2.477136754989624
70th percentile: 2.630041170120239
80th percentile: 2.722154474258423
90th percentile: 2.7534766674041746
95th percentile: 2.7691377639770507
99th percentile: 2.7816666412353515
mean time: 2.4485872268676756
Pipeline stage StressChecker completed in 13.56s
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 1.00s
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 0.73s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_66341_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
Pipeline stage OfflineFamilyFriendlyScorer completed in 5666.06s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_66341_v1 status is now torndown due to DeploymentManager action