chaiml-gy-exp32-sftlora_54191

developer_uid: bogoconic1

submission_id: chaiml-gy-exp32-sftlora_54191_v1

model_name: chaiml-gy-exp32-sftlora_54191_v1

model_group: ChaiML/gy-exp32-sftlora-

status: torndown

timestamp: 2025-06-27T21:50:29+00:00

num_battles: 6485

num_wins: 3328

celo_rating: 1296.97

family_friendly_score: 0.5258

family_friendly_standard_error: 0.007061647966303617

submission_type: basic

model_repo: ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep2

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.5257880186667493, 'latency_mean': 1.9018019437789917, 'latency_p50': 1.8918577432632446, 'latency_p90': 2.122565174102783}, {'batch_size': 3, 'throughput': 1.0557274768133844, 'latency_mean': 2.8283708548545836, 'latency_p50': 2.84747314453125, 'latency_p90': 3.0773000717163086}, {'batch_size': 5, 'throughput': 1.3422100170391995, 'latency_mean': 3.701275486946106, 'latency_p50': 3.6864500045776367, 'latency_p90': 4.130880761146545}, {'batch_size': 6, 'throughput': 1.437882827731577, 'latency_mean': 4.133837966918946, 'latency_p50': 4.1319204568862915, 'latency_p90': 4.630211663246155}, {'batch_size': 8, 'throughput': 1.5745194664963436, 'latency_mean': 5.041742771863937, 'latency_p50': 5.085463166236877, 'latency_p90': 5.616131687164307}, {'batch_size': 10, 'throughput': 1.6638017091399948, 'latency_mean': 5.947441295385361, 'latency_p50': 5.948232054710388, 'latency_p90': 6.638759732246399}]

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

display_name: chaiml-gy-exp32-sftlora_54191_v1

is_internal_developer: True

language_model: ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep2

model_size: 24B

ranking_group: single

throughput_3p7s: 1.35

us_pacific_date: 2025-06-27

win_ratio: 0.5131842713955281

generation_params: {'temperature': 0.8, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], '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': False}

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-54191-v1-mkmlizer
Waiting for job on chaiml-gy-exp32-sftlora-54191-v1-mkmlizer to finish
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: Downloaded to shared memory in 86.173s
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: Checking if ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep2 already exists in ChaiML
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp41r6erbd, device:0
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-20250611-retune-u_1558_v3: ('http://chaiml-20250611-retune-u-1558-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:59082->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: quantized model in 48.057s
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: Processed model ChaiML/gy-exp32-sftlora-gy-datamix-v1-msglevel-trunc-ep2 in 134.230s
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1/config.json
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1/special_tokens_map.json
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1/tokenizer_config.json
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1/tokenizer.json
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1/flywheel_model.1.safetensors
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp32-sftlora-54191-v1/flywheel_model.0.safetensors
chaiml-gy-exp32-sftlora-54191-v1-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 39.32it/s]
Loading 0:   2%|▏         | 8/363 [00:00<00:11, 30.35it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:11, 31.88it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:12, 28.37it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:10, 32.22it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 28.61it/s]
Loading 0:   9%|▉         | 32/363 [00:01<00:09, 33.41it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:15, 20.53it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:13, 23.18it/s]
Loading 0:  12%|█▏        | 43/363 [00:01<00:13, 23.47it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:11, 26.71it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:12, 25.70it/s]
Loading 0:  16%|█▌        | 57/363 [00:02<00:10, 28.58it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:11, 26.45it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:11, 26.98it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:12, 23.72it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:14, 20.31it/s]
Loading 0:  22%|██▏       | 79/363 [00:03<00:11, 25.07it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 24.22it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 25.74it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 26.03it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:13, 20.84it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:09, 27.58it/s]
Loading 0:  28%|██▊       | 102/363 [00:03<00:10, 23.97it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:11, 21.35it/s]
Loading 0:  31%|███       | 111/363 [00:04<00:10, 24.44it/s]
Loading 0:  31%|███▏      | 114/363 [00:04<00:11, 22.52it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 27.36it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 24.82it/s]
Loading 0:  36%|███▌      | 129/363 [00:05<00:08, 29.00it/s]
Loading 0:  37%|███▋      | 133/363 [00:05<00:08, 27.59it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 29.50it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 27.66it/s]
Loading 0:  40%|████      | 147/363 [00:05<00:06, 32.00it/s]
Loading 0:  42%|████▏     | 151/363 [00:05<00:08, 23.94it/s]
Loading 0:  42%|████▏     | 154/363 [00:06<00:09, 22.16it/s]
Loading 0:  43%|████▎     | 157/363 [00:06<00:08, 23.12it/s]
Loading 0:  44%|████▍     | 160/363 [00:06<00:08, 22.78it/s]
Loading 0:  45%|████▍     | 163/363 [00:06<00:08, 24.26it/s]
Loading 0:  46%|████▌     | 166/363 [00:06<00:07, 24.97it/s]
Loading 0:  47%|████▋     | 169/363 [00:06<00:07, 24.60it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 27.53it/s]
Loading 0:  49%|████▉     | 177/363 [00:06<00:07, 23.94it/s]
Loading 0:  50%|█████     | 182/363 [00:07<00:06, 26.42it/s]
Loading 0:  52%|█████▏    | 187/363 [00:07<00:07, 23.52it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 21.74it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:07, 22.87it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:07, 23.33it/s]
Loading 0:  55%|█████▌    | 200/363 [00:22<00:06, 23.33it/s]
Loading 0:  55%|█████▌    | 201/363 [00:22<03:03,  1.13s/it]
Loading 0:  56%|█████▌    | 203/363 [00:22<02:31,  1.06it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:30,  1.71it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:09,  2.18it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.87it/s]
Loading 0:  60%|██████    | 218/363 [00:22<00:35,  4.10it/s]
Loading 0:  61%|██████    | 221/363 [00:23<00:27,  5.22it/s]
Loading 0:  62%|██████▏   | 224/363 [00:23<00:22,  6.21it/s]
Loading 0:  63%|██████▎   | 229/363 [00:23<00:14,  9.17it/s]
Loading 0:  64%|██████▍   | 232/363 [00:23<00:12, 10.80it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 14.33it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:08, 15.14it/s]
Loading 0:  68%|██████▊   | 246/363 [00:24<00:05, 20.13it/s]
Loading 0:  69%|██████▊   | 249/363 [00:24<00:05, 19.81it/s]
Loading 0:  70%|███████   | 255/363 [00:24<00:04, 24.77it/s]
Loading 0:  71%|███████   | 258/363 [00:24<00:04, 22.81it/s]
Loading 0:  72%|███████▏  | 263/363 [00:24<00:03, 27.86it/s]
Loading 0:  74%|███████▎  | 267/363 [00:24<00:04, 23.01it/s]
Loading 0:  74%|███████▍  | 270/363 [00:25<00:04, 20.02it/s]
Loading 0:  75%|███████▌  | 274/363 [00:25<00:03, 23.25it/s]
Loading 0:  76%|███████▋  | 277/363 [00:25<00:03, 23.36it/s]
Loading 0:  78%|███████▊  | 282/363 [00:25<00:03, 25.94it/s]
Loading 0:  79%|███████▊  | 285/363 [00:25<00:03, 23.89it/s]
Loading 0:  80%|████████  | 291/363 [00:25<00:02, 28.62it/s]
Loading 0:  81%|████████  | 294/363 [00:26<00:02, 25.74it/s]
Loading 0:  82%|████████▏ | 299/363 [00:26<00:02, 28.04it/s]
Loading 0:  84%|████████▎ | 304/363 [00:26<00:02, 25.29it/s]
Loading 0:  85%|████████▍ | 307/363 [00:26<00:02, 23.27it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 24.24it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 24.42it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 27.23it/s]
Loading 0:  88%|████████▊ | 321/363 [00:27<00:01, 24.42it/s]
Loading 0:  90%|█████████ | 327/363 [00:27<00:01, 28.83it/s]
Loading 0:  91%|█████████ | 330/363 [00:27<00:01, 25.68it/s]
Loading 0:  92%|█████████▏| 335/363 [00:27<00:01, 27.68it/s]
Loading 0:  93%|█████████▎| 338/363 [00:27<00:00, 26.09it/s]
Loading 0:  94%|█████████▍| 341/363 [00:28<00:01, 15.65it/s]
Loading 0:  96%|█████████▌| 347/363 [00:28<00:00, 21.14it/s]
Loading 0:  96%|█████████▋| 350/363 [00:28<00:00, 21.74it/s]
Loading 0:  97%|█████████▋| 353/363 [00:28<00:00, 23.18it/s]
Loading 0:  98%|█████████▊| 357/363 [00:28<00:00, 21.66it/s]
                                                            
Job chaiml-gy-exp32-sftlora-54191-v1-mkmlizer completed after 166.63s with status: succeeded
Stopping job with name chaiml-gy-exp32-sftlora-54191-v1-mkmlizer
Pipeline stage MKMLizer completed in 167.28s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp32-sftlora-54191-v1
Waiting for inference service chaiml-gy-exp32-sftlora-54191-v1 to be ready
Inference service chaiml-gy-exp32-sftlora-54191-v1 ready after 150.78427839279175s
Pipeline stage MKMLDeployer completed in 151.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.9589669704437256s
Received healthy response to inference request in 2.002058506011963s
Received healthy response to inference request in 2.393657684326172s
Received healthy response to inference request in 2.1411502361297607s
Received healthy response to inference request in 2.097585678100586s
5 requests
0 failed requests
5th percentile: 2.0211639404296875
10th percentile: 2.040269374847412
20th percentile: 2.0784802436828613
30th percentile: 2.106298589706421
40th percentile: 2.123724412918091
50th percentile: 2.1411502361297607
60th percentile: 2.242153215408325
70th percentile: 2.3431561946868897
80th percentile: 2.506719541549683
90th percentile: 2.732843255996704
95th percentile: 2.8459051132202147
99th percentile: 2.9363545989990234
mean time: 2.3186838150024416
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 0.79s
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 0.79s
Shutdown handler de-registered
chaiml-gy-exp32-sftlora_54191_v1 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 0.13s
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-exp32-sftlora-54191-v1-profiler
Waiting for inference service chaiml-gy-exp32-sftlora-54191-v1-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 3109.14s
Shutdown handler de-registered
chaiml-gy-exp32-sftlora_54191_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp32-sftlora_54191_v1 status is now torndown due to DeploymentManager action