developer_uid: bogoconic1
submission_id: chaiml-gy-exp120-dpo-ex_31713_v3
model_name: chaiml-gy-exp120-dpo-ex_31713_v3
model_group: ChaiML/gy-exp120-dpo-exp
status: torndown
timestamp: 2025-07-09T06:23:57+00:00
num_battles: 5878
num_wins: 3064
celo_rating: 1318.52
family_friendly_score: 0.46599999999999997
family_friendly_standard_error: 0.007054700560619139
submission_type: basic
model_repo: ChaiML/gy-exp120-dpo-exp72ep2s3-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.7-diffgt0.01-ep2
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5246619879186595, 'latency_mean': 1.9058903706073762, 'latency_p50': 1.8795591592788696, 'latency_p90': 2.1353795766830443}, {'batch_size': 3, 'throughput': 1.0554060550079536, 'latency_mean': 2.838099561929703, 'latency_p50': 2.838029980659485, 'latency_p90': 3.1029587984085083}, {'batch_size': 5, 'throughput': 1.336194715091959, 'latency_mean': 3.7103374397754667, 'latency_p50': 3.7200180292129517, 'latency_p90': 4.113128399848938}, {'batch_size': 6, 'throughput': 1.4485222940312343, 'latency_mean': 4.120232919454574, 'latency_p50': 4.092980623245239, 'latency_p90': 4.6496939897537235}, {'batch_size': 8, 'throughput': 1.5753436726617225, 'latency_mean': 5.03164755821228, 'latency_p50': 5.032149434089661, 'latency_p90': 5.670248651504517}, {'batch_size': 10, 'throughput': 1.6737022843019584, 'latency_mean': 5.932736476659775, 'latency_p50': 5.9084800481796265, 'latency_p90': 6.6695808410644535}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-gy-exp120-dpo-ex_31713_v3
is_internal_developer: False
language_model: ChaiML/gy-exp120-dpo-exp72ep2s3-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.7-diffgt0.01-ep2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-08
win_ratio: 0.5212657366451174
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 1024, 'best_of': 8, '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': 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-gy-exp120-dpo-ex-31713-v3-mkmlizer
Waiting for job on chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer to finish
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: Downloaded to shared memory in 55.095s
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: Checking if ChaiML/gy-exp120-dpo-exp72ep2s3-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.7-diffgt0.01-ep2 already exists in ChaiML
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdll0pkih, device:0
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: quantized model in 47.736s
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: Processed model ChaiML/gy-exp120-dpo-exp72ep2s3-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.7-diffgt0.01-ep2 in 102.832s
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp120-dpo-ex-31713-v3/nvidia
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp120-dpo-ex-31713-v3/nvidia/config.json
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp120-dpo-ex-31713-v3/nvidia/tokenizer.json
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp120-dpo-ex-31713-v3/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp120-dpo-ex-31713-v3/nvidia/flywheel_model.0.safetensors
chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 38.44it/s]
Loading 0:   2%|▏         | 8/363 [00:00<00:11, 31.13it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:10, 32.89it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:11, 29.04it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:10, 32.30it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 29.06it/s]
Loading 0:   8%|▊         | 30/363 [00:00<00:09, 33.71it/s]
Loading 0:   9%|▉         | 34/363 [00:01<00:14, 22.52it/s]
Loading 0:  10%|█         | 37/363 [00:01<00:15, 21.20it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:14, 22.50it/s]
Loading 0:  12%|█▏        | 43/363 [00:01<00:13, 22.90it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:12, 25.97it/s]
Loading 0:  14%|█▍        | 51/363 [00:01<00:13, 23.44it/s]
Loading 0:  16%|█▌        | 57/363 [00:02<00:10, 28.65it/s]
Loading 0:  17%|█▋        | 60/363 [00:02<00:11, 25.51it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 28.42it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:11, 24.45it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:13, 21.01it/s]
Loading 0:  22%|██▏       | 79/363 [00:03<00:11, 25.78it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 24.28it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 25.66it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 25.40it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:13, 20.45it/s]
Loading 0:  27%|██▋       | 97/363 [00:03<00:10, 26.12it/s]
Loading 0:  28%|██▊       | 100/363 [00:03<00:09, 26.77it/s]
Loading 0:  28%|██▊       | 103/363 [00:03<00:09, 26.38it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:12, 21.05it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:10, 24.47it/s]
Loading 0:  32%|███▏      | 115/363 [00:04<00:10, 24.30it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:09, 26.72it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 24.19it/s]
Loading 0:  36%|███▌      | 129/363 [00:05<00:08, 28.88it/s]
Loading 0:  36%|███▋      | 132/363 [00:05<00:09, 25.66it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 29.59it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 28.27it/s]
Loading 0:  41%|████      | 148/363 [00:05<00:06, 34.64it/s]
Loading 0:  42%|████▏     | 152/363 [00:05<00:09, 23.04it/s]
Loading 0:  43%|████▎     | 155/363 [00:06<00:08, 23.80it/s]
Loading 0:  44%|████▎     | 158/363 [00:06<00:10, 20.26it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 26.85it/s]
Loading 0:  47%|████▋     | 169/363 [00:06<00:07, 25.95it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 28.45it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 26.97it/s]
Loading 0:  50%|█████     | 182/363 [00:07<00:07, 25.77it/s]
Loading 0:  52%|█████▏    | 187/363 [00:07<00:07, 22.98it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 21.83it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:07, 22.82it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:07, 23.17it/s]
Loading 0:  55%|█████▌    | 200/363 [00:22<00:07, 23.17it/s]
Loading 0:  55%|█████▌    | 201/363 [00:22<02:59,  1.11s/it]
Loading 0:  56%|█████▌    | 203/363 [00:22<02:29,  1.07it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:29,  1.72it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:08,  2.21it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.91it/s]
Loading 0:  60%|██████    | 218/363 [00:22<00:34,  4.16it/s]
Loading 0:  61%|██████    | 221/363 [00:22<00:26,  5.27it/s]
Loading 0:  62%|██████▏   | 224/363 [00:23<00:22,  6.27it/s]
Loading 0:  63%|██████▎   | 228/363 [00:23<00:15,  8.79it/s]
Loading 0:  64%|██████▎   | 231/363 [00:23<00:12, 10.24it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 15.24it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:07, 15.72it/s]
Loading 0:  68%|██████▊   | 246/363 [00:23<00:05, 20.66it/s]
Loading 0:  69%|██████▊   | 249/363 [00:24<00:05, 20.31it/s]
Loading 0:  70%|███████   | 255/363 [00:24<00:04, 25.16it/s]
Loading 0:  71%|███████▏  | 259/363 [00:24<00:04, 25.19it/s]
Loading 0:  73%|███████▎  | 265/363 [00:24<00:03, 31.65it/s]
Loading 0:  74%|███████▍  | 269/363 [00:24<00:04, 22.14it/s]
Loading 0:  75%|███████▍  | 272/363 [00:24<00:03, 23.12it/s]
Loading 0:  76%|███████▌  | 275/363 [00:25<00:04, 20.14it/s]
Loading 0:  78%|███████▊  | 282/363 [00:25<00:03, 26.56it/s]
Loading 0:  79%|███████▉  | 286/363 [00:25<00:02, 26.11it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 28.67it/s]
Loading 0:  81%|████████▏ | 295/363 [00:25<00:02, 27.02it/s]
Loading 0:  82%|████████▏ | 299/363 [00:25<00:02, 27.47it/s]
Loading 0:  84%|████████▎ | 304/363 [00:26<00:02, 24.60it/s]
Loading 0:  85%|████████▍ | 307/363 [00:26<00:02, 23.01it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 23.84it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 24.49it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 27.63it/s]
Loading 0:  88%|████████▊ | 321/363 [00:26<00:01, 24.94it/s]
Loading 0:  90%|█████████ | 327/363 [00:27<00:01, 29.93it/s]
Loading 0:  91%|█████████ | 331/363 [00:27<00:01, 28.49it/s]
Loading 0:  92%|█████████▏| 335/363 [00:27<00:00, 28.29it/s]
Loading 0:  93%|█████████▎| 338/363 [00:27<00:00, 26.92it/s]
Loading 0:  94%|█████████▍| 341/363 [00:27<00:01, 15.69it/s]
Loading 0:  96%|█████████▌| 347/363 [00:28<00:00, 21.27it/s]
Loading 0:  96%|█████████▋| 350/363 [00:28<00:00, 22.11it/s]
Loading 0:  98%|█████████▊| 355/363 [00:28<00:00, 25.49it/s]
Loading 0:  99%|█████████▊| 358/363 [00:28<00:00, 23.51it/s]
                                                            

Job chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer completed after 137.54s with status: succeeded
Stopping job with name chaiml-gy-exp120-dpo-ex-31713-v3-mkmlizer
Pipeline stage MKMLizer completed in 139.94s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp120-dpo-ex-31713-v3
Waiting for inference service chaiml-gy-exp120-dpo-ex-31713-v3 to be ready
Inference service chaiml-gy-exp120-dpo-ex-31713-v3 ready after 200.95394682884216s
Pipeline stage MKMLDeployer completed in 201.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4218406677246094s
Received healthy response to inference request in 2.132390022277832s
Received healthy response to inference request in 1.8972270488739014s
Received healthy response to inference request in 2.025883674621582s
Received healthy response to inference request in 2.2552268505096436s
5 requests
0 failed requests
5th percentile: 1.9229583740234375
10th percentile: 1.9486896991729736
20th percentile: 2.000152349472046
30th percentile: 2.047184944152832
40th percentile: 2.089787483215332
50th percentile: 2.132390022277832
60th percentile: 2.1815247535705566
70th percentile: 2.2306594848632812
80th percentile: 2.288549613952637
90th percentile: 2.355195140838623
95th percentile: 2.388517904281616
99th percentile: 2.4151761150360107
mean time: 2.146513652801514
Pipeline stage StressChecker completed in 12.54s
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 0.75s
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 0.75s
Shutdown handler de-registered
chaiml-gy-exp120-dpo-ex_31713_v3 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-gy-exp120-dpo-ex-31713-v3-profiler
Waiting for inference service chaiml-gy-exp120-dpo-ex-31713-v3-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 3629.12s
Shutdown handler de-registered
chaiml-gy-exp120-dpo-ex_31713_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp120-dpo-ex_31713_v3 status is now torndown due to DeploymentManager action