chaiml-gy-exp32-sftlora_95624

developer_uid: bogoconic1

submission_id: chaiml-gy-exp32-sftlora_95624_v3

model_name: chaiml-gy-exp32-sftlora_95624_v3

model_group: ChaiML/gy-exp32-sftlora-

status: torndown

timestamp: 2025-07-01T17:46:52+00:00

num_battles: 6569

num_wins: 3469

celo_rating: 1313.77

family_friendly_score: 0.5146

family_friendly_standard_error: 0.007068052631382989

submission_type: basic

model_repo: ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep8

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.5232428985074784, 'latency_mean': 1.911044636964798, 'latency_p50': 1.8974227905273438, 'latency_p90': 2.1228761196136476}, {'batch_size': 3, 'throughput': 1.0372295245234273, 'latency_mean': 2.8727750408649446, 'latency_p50': 2.8875478506088257, 'latency_p90': 3.1838085412979127}, {'batch_size': 5, 'throughput': 1.334833328166825, 'latency_mean': 3.7346148824691774, 'latency_p50': 3.748603343963623, 'latency_p90': 4.209196472167969}, {'batch_size': 6, 'throughput': 1.4344973130912457, 'latency_mean': 4.159669390916824, 'latency_p50': 4.192611575126648, 'latency_p90': 4.594910478591919}, {'batch_size': 8, 'throughput': 1.567974047536488, 'latency_mean': 5.064234642982483, 'latency_p50': 5.094898700714111, 'latency_p90': 5.720364928245544}, {'batch_size': 10, 'throughput': 1.6566321885037483, 'latency_mean': 5.98000325679779, 'latency_p50': 5.962320685386658, 'latency_p90': 6.641348552703857}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-gy-exp32-sftlora_95624_v3

is_internal_developer: True

language_model: ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep8

model_size: 24B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-07-01

win_ratio: 0.5280864667377074

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': ['<|im_end|>', '\n', '<|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-exp32-sftlora-95624-v3-mkmlizer
Waiting for job on chaiml-gy-exp32-sftlora-95624-v3-mkmlizer to finish
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: Downloaded to shared memory in 59.691s
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: Checking if ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep8 already exists in ChaiML
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3k25ethz, device:0
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-exp-grpo-cp312-9_36146_v9: ('http://guanaco-model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-9_36146_v9/predict', '')
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: quantized model in 47.771s
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: Processed model ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep8 in 107.464s
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-95624-v3
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-95624-v3/special_tokens_map.json
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-95624-v3/config.json
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-95624-v3/tokenizer_config.json
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-95624-v3/tokenizer.json
Failed to get response for submission chaiml-exp-grpo-cp312-9_36146_v9: ('http://guanaco-model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-9_36146_v9/predict', '')
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-95624-v3/flywheel_model.0.safetensors
chaiml-gy-exp32-sftlora-95624-v3-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|▏         | 5/363 [00:00<00:16, 21.08it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:09, 36.25it/s]
Loading 0:   5%|▍         | 17/363 [00:00<00:10, 33.34it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:10, 34.06it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 30.47it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:09, 34.48it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:15, 21.43it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:13, 24.20it/s]
Loading 0:  12%|█▏        | 44/363 [00:01<00:12, 24.91it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:12, 26.12it/s]
Loading 0:  14%|█▍        | 51/363 [00:01<00:14, 21.32it/s]
Loading 0:  15%|█▌        | 55/363 [00:02<00:12, 24.86it/s]
Loading 0:  16%|█▋        | 59/363 [00:02<00:13, 22.56it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 27.33it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:12, 23.94it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:13, 20.93it/s]
Loading 0:  22%|██▏       | 79/363 [00:03<00:10, 25.87it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 24.99it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 26.28it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 26.00it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:12, 21.33it/s]
Loading 0:  27%|██▋       | 97/363 [00:03<00:09, 26.95it/s]
Loading 0:  28%|██▊       | 101/363 [00:03<00:11, 23.53it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:11, 23.23it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:09, 26.06it/s]
Loading 0:  32%|███▏      | 115/363 [00:04<00:09, 25.04it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 27.89it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 25.15it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:08, 29.16it/s]
Loading 0:  36%|███▋      | 132/363 [00:05<00:08, 26.09it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 30.44it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 28.61it/s]
Loading 0:  40%|████      | 147/363 [00:05<00:06, 32.78it/s]
Loading 0:  42%|████▏     | 151/363 [00:05<00:08, 24.28it/s]
Loading 0:  42%|████▏     | 154/363 [00:05<00:09, 22.86it/s]
Loading 0:  43%|████▎     | 157/363 [00:06<00:08, 23.97it/s]
Loading 0:  44%|████▍     | 160/363 [00:06<00:08, 24.45it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 27.49it/s]
Loading 0:  46%|████▋     | 168/363 [00:06<00:07, 24.80it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.19it/s]
Loading 0:  49%|████▉     | 177/363 [00:06<00:07, 25.97it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:06, 28.04it/s]
Loading 0:  52%|█████▏    | 187/363 [00:07<00:07, 24.70it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 22.62it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:07, 23.75it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 24.30it/s]
Loading 0:  55%|█████▌    | 200/363 [00:21<00:06, 24.30it/s]
Loading 0:  55%|█████▌    | 201/363 [00:21<02:59,  1.11s/it]
Loading 0:  56%|█████▌    | 203/363 [00:22<02:28,  1.08it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:29,  1.74it/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<00:35,  4.14it/s]
Loading 0:  61%|██████    | 221/363 [00:22<00:27,  5.26it/s]
Loading 0:  62%|██████▏   | 224/363 [00:23<00:22,  6.17it/s]
Loading 0:  63%|██████▎   | 229/363 [00:23<00:14,  9.15it/s]
Loading 0:  64%|██████▍   | 232/363 [00:23<00:12, 10.90it/s]
Loading 0:  65%|██████▍   | 235/363 [00:23<00:09, 13.09it/s]
Loading 0:  66%|██████▌   | 238/363 [00:23<00:08, 15.37it/s]
Loading 0:  66%|██████▋   | 241/363 [00:23<00:07, 17.34it/s]
Loading 0:  68%|██████▊   | 246/363 [00:23<00:05, 21.65it/s]
Loading 0:  69%|██████▊   | 249/363 [00:24<00:05, 20.83it/s]
Loading 0:  70%|███████   | 255/363 [00:24<00:04, 26.14it/s]
Loading 0:  71%|███████▏  | 259/363 [00:24<00:04, 25.22it/s]
Loading 0:  73%|███████▎  | 264/363 [00:24<00:03, 29.73it/s]
Loading 0:  74%|███████▍  | 268/363 [00:24<00:04, 22.12it/s]
Loading 0:  75%|███████▍  | 271/363 [00:24<00:04, 21.19it/s]
Loading 0:  75%|███████▌  | 274/363 [00:25<00:03, 22.61it/s]
Loading 0:  76%|███████▋  | 277/363 [00:25<00:03, 22.79it/s]
Loading 0:  78%|███████▊  | 282/363 [00:25<00:03, 25.90it/s]
Loading 0:  79%|███████▊  | 285/363 [00:25<00:03, 23.85it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 28.92it/s]
Loading 0:  81%|████████  | 294/363 [00:25<00:02, 25.99it/s]
Loading 0:  82%|████████▏ | 298/363 [00:25<00:02, 28.94it/s]
Loading 0:  83%|████████▎ | 303/363 [00:25<00:01, 31.15it/s]
Loading 0:  85%|████████▍ | 307/363 [00:26<00:02, 22.02it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 23.36it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 23.92it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 26.79it/s]
Loading 0:  88%|████████▊ | 321/363 [00:26<00:01, 23.88it/s]
Loading 0:  90%|█████████ | 327/363 [00:26<00:01, 28.83it/s]
Loading 0:  91%|█████████ | 331/363 [00:27<00:01, 27.83it/s]
Loading 0:  92%|█████████▏| 335/363 [00:27<00:01, 27.86it/s]
Loading 0:  93%|█████████▎| 338/363 [00:27<00:00, 26.39it/s]
Loading 0:  94%|█████████▍| 341/363 [00:27<00:01, 16.02it/s]
Loading 0:  96%|█████████▌| 347/363 [00:27<00:00, 21.91it/s]
Loading 0:  96%|█████████▋| 350/363 [00:28<00:00, 22.78it/s]
Loading 0:  98%|█████████▊| 355/363 [00:28<00:00, 26.32it/s]
Loading 0:  99%|█████████▉| 359/363 [00:28<00:00, 25.71it/s]
                                                            
Job chaiml-gy-exp32-sftlora-95624-v3-mkmlizer completed after 136.52s with status: succeeded
Stopping job with name chaiml-gy-exp32-sftlora-95624-v3-mkmlizer
Pipeline stage MKMLizer completed in 137.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp32-sftlora-95624-v3
Waiting for inference service chaiml-gy-exp32-sftlora-95624-v3 to be ready
Inference service chaiml-gy-exp32-sftlora-95624-v3 ready after 212.3364064693451s
Pipeline stage MKMLDeployer completed in 213.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5743823051452637s
Received healthy response to inference request in 2.303670883178711s
Received healthy response to inference request in 2.103510618209839s
Received healthy response to inference request in 1.9698214530944824s
Received healthy response to inference request in 1.8867218494415283s
5 requests
0 failed requests
5th percentile: 1.9033417701721191
10th percentile: 1.91996169090271
20th percentile: 1.9532015323638916
30th percentile: 1.9965592861175536
40th percentile: 2.0500349521636965
50th percentile: 2.103510618209839
60th percentile: 2.1835747241973875
70th percentile: 2.2636388301849366
80th percentile: 2.3578131675720218
90th percentile: 2.4660977363586425
95th percentile: 2.520240020751953
99th percentile: 2.5635538482666016
mean time: 2.1676214218139647
Pipeline stage StressChecker completed in 12.07s
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 0.74s
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-gy-exp32-sftlora_95624_v3 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 5450.03s
Shutdown handler de-registered
chaiml-gy-exp32-sftlora_95624_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp32-sftlora_95624_v3 status is now torndown due to DeploymentManager action