developer_uid: rirv938
submission_id: chaiml-mistral31-24b-sf_19349_v4
model_name: chaiml-mistral31-24b-sf_19349_v4
model_group: ChaiML/mistral31-24b-sft
status: torndown
timestamp: 2025-07-08T03:12:46+00:00
num_battles: 6336
num_wins: 3175
celo_rating: 1290.29
family_friendly_score: 0.5696
family_friendly_standard_error: 0.007002225931801972
submission_type: basic
model_repo: ChaiML/mistral31-24b-sftmorelora-retryv2-top20k
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': 0.5199494246868241, 'latency_mean': 1.9231575238704681, 'latency_p50': 1.9275884628295898, 'latency_p90': 2.121756172180176}, {'batch_size': 3, 'throughput': 1.0586457497096566, 'latency_mean': 2.827186906337738, 'latency_p50': 2.8264178037643433, 'latency_p90': 3.112843370437622}, {'batch_size': 5, 'throughput': 1.3432669704047997, 'latency_mean': 3.7132574880123137, 'latency_p50': 3.709735155105591, 'latency_p90': 4.134329414367675}, {'batch_size': 6, 'throughput': 1.4456582566957337, 'latency_mean': 4.128460975885392, 'latency_p50': 4.144525051116943, 'latency_p90': 4.572958707809448}, {'batch_size': 8, 'throughput': 1.568340528533769, 'latency_mean': 5.06593966960907, 'latency_p50': 5.092112421989441, 'latency_p90': 5.664171814918518}, {'batch_size': 10, 'throughput': 1.6738667685254243, 'latency_mean': 5.915303692817688, 'latency_p50': 5.92492151260376, 'latency_p90': 6.622593975067138}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-mistral31-24b-sf_19349_v4
is_internal_developer: True
language_model: ChaiML/mistral31-24b-sftmorelora-retryv2-top20k
model_size: 24B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-07
win_ratio: 0.501104797979798
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['</s>', 'You:', '\n', '###'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', '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-mistral31-24b-sf-19349-v4-mkmlizer
Waiting for job on chaiml-mistral31-24b-sf-19349-v4-mkmlizer to finish
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: Downloaded to shared memory in 53.262s
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: Checking if ChaiML/mistral31-24b-sftmorelora-retryv2-top20k already exists in ChaiML
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzzj6cr3i, device:0
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: quantized model in 47.814s
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: Processed model ChaiML/mistral31-24b-sftmorelora-retryv2-top20k in 101.076s
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia/config.json
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia/special_tokens_map.json
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia/tokenizer_config.json
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia/tokenizer.json
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia/flywheel_model.1.safetensors
chaiml-mistral31-24b-sf-19349-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-24b-sf-19349-v4/nvidia/flywheel_model.0.safetensors
chaiml-mistral31-24b-sf-19349-v4-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, 30.80it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:10, 32.50it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:12, 28.59it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:10, 32.81it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:11, 29.77it/s]
Loading 0:   9%|▉         | 32/363 [00:00<00:09, 35.13it/s]
Loading 0:  10%|▉         | 36/363 [00:01<00:15, 20.83it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:13, 23.60it/s]
Loading 0:  12%|█▏        | 44/363 [00:01<00:12, 24.97it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:11, 26.72it/s]
Loading 0:  14%|█▍        | 52/363 [00:01<00:11, 25.92it/s]
Loading 0:  16%|█▌        | 57/363 [00:02<00:10, 28.73it/s]
Loading 0:  17%|█▋        | 61/363 [00:02<00:11, 27.07it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 27.69it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:12, 23.77it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:14, 20.57it/s]
Loading 0:  22%|██▏       | 79/363 [00:02<00:11, 25.78it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 24.82it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 26.38it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 26.47it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:12, 21.04it/s]
Loading 0:  27%|██▋       | 99/363 [00:03<00:09, 27.75it/s]
Loading 0:  28%|██▊       | 102/363 [00:03<00:10, 24.36it/s]
Loading 0:  29%|██▉       | 106/363 [00:04<00:09, 27.12it/s]
Loading 0:  30%|███       | 109/363 [00:04<00:11, 21.36it/s]
Loading 0:  31%|███       | 113/363 [00:04<00:12, 20.69it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 27.27it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 24.86it/s]
Loading 0:  36%|███▌      | 129/363 [00:04<00:08, 28.80it/s]
Loading 0:  37%|███▋      | 133/363 [00:05<00:08, 27.46it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 29.46it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:07, 27.87it/s]
Loading 0:  40%|████      | 147/363 [00:05<00:06, 32.34it/s]
Loading 0:  42%|████▏     | 151/363 [00:05<00:08, 23.58it/s]
Loading 0:  42%|████▏     | 154/363 [00:05<00:09, 22.21it/s]
Loading 0:  43%|████▎     | 157/363 [00:06<00:08, 23.36it/s]
Loading 0:  44%|████▍     | 160/363 [00:06<00:08, 23.97it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 26.61it/s]
Loading 0:  46%|████▋     | 168/363 [00:06<00:08, 24.28it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.24it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 27.03it/s]
Loading 0:  50%|█████     | 182/363 [00:06<00:06, 27.42it/s]
Loading 0:  52%|█████▏    | 187/363 [00:07<00:07, 24.15it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 22.31it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:07, 23.46it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 24.08it/s]
Loading 0:  55%|█████▌    | 200/363 [00:21<00:06, 24.08it/s]
Loading 0:  55%|█████▌    | 201/363 [00:21<03:01,  1.12s/it]
Loading 0:  56%|█████▌    | 203/363 [00:22<02:29,  1.07it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:30,  1.72it/s]
Loading 0:  58%|█████▊    | 211/363 [00:22<01:09,  2.19it/s]
Loading 0:  59%|█████▉    | 214/363 [00:22<00:51,  2.89it/s]
Loading 0:  60%|██████    | 218/363 [00:22<00:35,  4.11it/s]
Loading 0:  61%|██████    | 221/363 [00:22<00:27,  5.25it/s]
Loading 0:  62%|██████▏   | 224/363 [00:23<00:22,  6.21it/s]
Loading 0:  63%|██████▎   | 228/363 [00:23<00:15,  8.72it/s]
Loading 0:  64%|██████▎   | 231/363 [00:23<00:12, 10.18it/s]
Loading 0:  65%|██████▌   | 237/363 [00:23<00:08, 15.04it/s]
Loading 0:  66%|██████▌   | 240/363 [00:23<00:07, 15.77it/s]
Loading 0:  68%|██████▊   | 246/363 [00:23<00:05, 20.92it/s]
Loading 0:  69%|██████▉   | 250/363 [00:24<00:05, 21.72it/s]
Loading 0:  70%|███████   | 255/363 [00:24<00:04, 24.38it/s]
Loading 0:  71%|███████   | 258/363 [00:24<00:04, 22.76it/s]
Loading 0:  73%|███████▎  | 264/363 [00:24<00:03, 29.56it/s]
Loading 0:  74%|███████▍  | 268/363 [00:24<00:04, 22.48it/s]
Loading 0:  75%|███████▍  | 271/363 [00:24<00:04, 21.53it/s]
Loading 0:  75%|███████▌  | 274/363 [00:25<00:03, 22.88it/s]
Loading 0:  76%|███████▋  | 277/363 [00:25<00:03, 23.44it/s]
Loading 0:  78%|███████▊  | 282/363 [00:25<00:03, 26.50it/s]
Loading 0:  79%|███████▊  | 285/363 [00:25<00:03, 24.09it/s]
Loading 0:  80%|███████▉  | 289/363 [00:25<00:02, 27.24it/s]
Loading 0:  80%|████████  | 292/363 [00:25<00:02, 27.53it/s]
Loading 0:  81%|████████▏ | 295/363 [00:25<00:02, 27.06it/s]
Loading 0:  82%|████████▏ | 299/363 [00:25<00:02, 27.52it/s]
Loading 0:  84%|████████▎ | 304/363 [00:26<00:02, 23.78it/s]
Loading 0:  85%|████████▍ | 307/363 [00:26<00:02, 22.30it/s]
Loading 0:  85%|████████▌ | 310/363 [00:26<00:02, 23.52it/s]
Loading 0:  86%|████████▌ | 313/363 [00:26<00:02, 23.98it/s]
Loading 0:  88%|████████▊ | 318/363 [00:26<00:01, 27.23it/s]
Loading 0:  88%|████████▊ | 321/363 [00:26<00:01, 24.53it/s]
Loading 0:  90%|█████████ | 327/363 [00:27<00:01, 29.14it/s]
Loading 0:  91%|█████████ | 330/363 [00:27<00:01, 25.43it/s]
Loading 0:  92%|█████████▏| 335/363 [00:27<00:01, 27.80it/s]
Loading 0:  93%|█████████▎| 338/363 [00:27<00:00, 26.18it/s]
Loading 0:  94%|█████████▍| 341/363 [00:27<00:01, 15.31it/s]
Loading 0:  96%|█████████▌| 347/363 [00:28<00:00, 20.86it/s]
Loading 0:  96%|█████████▋| 350/363 [00:28<00:00, 21.61it/s]
Loading 0:  98%|█████████▊| 355/363 [00:28<00:00, 24.72it/s]
Loading 0:  99%|█████████▊| 358/363 [00:28<00:00, 22.18it/s]
                                                            

Job chaiml-mistral31-24b-sf-19349-v4-mkmlizer completed after 126.33s with status: succeeded
Stopping job with name chaiml-mistral31-24b-sf-19349-v4-mkmlizer
Pipeline stage MKMLizer completed in 127.00s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral31-24b-sf-19349-v4
Waiting for inference service chaiml-mistral31-24b-sf-19349-v4 to be ready
Inference service chaiml-mistral31-24b-sf-19349-v4 ready after 180.9336760044098s
Pipeline stage MKMLDeployer completed in 181.40s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.7802319526672363s
Received healthy response to inference request in 2.0546023845672607s
Received healthy response to inference request in 1.8834176063537598s
Received healthy response to inference request in 2.4692890644073486s
5 requests
1 failed requests
5th percentile: 1.91765456199646
10th percentile: 1.9518915176391602
20th percentile: 2.0203654289245607
30th percentile: 2.1375397205352784
40th percentile: 2.3034143924713133
50th percentile: 2.4692890644073486
60th percentile: 2.5936662197113036
70th percentile: 2.7180433750152586
80th percentile: 6.253755283355716
90th percentile: 13.200801944732667
95th percentile: 16.67432527542114
99th percentile: 19.453143939971923
mean time: 5.867077922821045
%s, retrying in %s seconds...
Received healthy response to inference request in 1.962386131286621s
Received healthy response to inference request in 2.0722763538360596s
Received healthy response to inference request in 2.3067471981048584s
Received healthy response to inference request in 1.8650906085968018s
Received healthy response to inference request in 1.8826968669891357s
5 requests
0 failed requests
5th percentile: 1.8686118602752686
10th percentile: 1.8721331119537354
20th percentile: 1.879175615310669
30th percentile: 1.8986347198486329
40th percentile: 1.9305104255676269
50th percentile: 1.962386131286621
60th percentile: 2.0063422203063963
70th percentile: 2.050298309326172
80th percentile: 2.1191705226898194
90th percentile: 2.2129588603973387
95th percentile: 2.2598530292510985
99th percentile: 2.2973683643341065
mean time: 2.0178394317626953
Pipeline stage StressChecker completed in 41.91s
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 0.67s
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 0.65s
Shutdown handler de-registered
chaiml-mistral31-24b-sf_19349_v4 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 3157.39s
Shutdown handler de-registered
chaiml-mistral31-24b-sf_19349_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-24b-sf_19349_v4 status is now torndown due to DeploymentManager action