chaiml-mistral31-24b-dp_49603

developer_uid: NischayDnk

submission_id: chaiml-mistral31-24b-dp_49603_v3

model_name: chaiml-mistral31-24b-dp_49603_v3

model_group: ChaiML/mistral31-24b-dpo

status: torndown

timestamp: 2025-04-29T04:16:54+00:00

num_battles: 6909

num_wins: 3749

celo_rating: 1328.08

family_friendly_score: 0.5386

family_friendly_standard_error: 0.007049965106296626

submission_type: basic

model_repo: ChaiML/mistral31-24b-dpos1-exp2-sftretry-full

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5523609746100961, 'latency_mean': 1.8103481936454773, 'latency_p50': 1.8153717517852783, 'latency_p90': 1.9982487678527832}, {'batch_size': 4, 'throughput': 1.3933445016495185, 'latency_mean': 2.865627763271332, 'latency_p50': 2.88106369972229, 'latency_p90': 3.1877320766448975}, {'batch_size': 5, 'throughput': 1.5557969396602391, 'latency_mean': 3.1797899067401887, 'latency_p50': 3.1773000955581665, 'latency_p90': 3.554462027549744}, {'batch_size': 8, 'throughput': 1.883710039801606, 'latency_mean': 4.212584692239761, 'latency_p50': 4.231918692588806, 'latency_p90': 4.730274724960327}, {'batch_size': 10, 'throughput': 2.011790694806122, 'latency_mean': 4.919775338172912, 'latency_p50': 4.90891695022583, 'latency_p90': 5.630204200744629}, {'batch_size': 12, 'throughput': 2.119054210569407, 'latency_mean': 5.597028042078018, 'latency_p50': 5.62181282043457, 'latency_p90': 6.344150996208191}, {'batch_size': 15, 'throughput': 2.1758675780591163, 'latency_mean': 6.80821470618248, 'latency_p50': 6.9065752029418945, 'latency_p90': 7.676552104949951}]

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

display_name: chaiml-mistral31-24b-dp_49603_v3

is_internal_developer: False

language_model: ChaiML/mistral31-24b-dpos1-exp2-sftretry-full

model_size: 24B

ranking_group: single

throughput_3p7s: 1.76

us_pacific_date: 2025-04-28

win_ratio: 0.5426255608626429

generation_params: {'temperature': 0.45, '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': 768, '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-dp-49603-v3-mkmlizer
Waiting for job on chaiml-mistral31-24b-dp-49603-v3-mkmlizer to finish
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║       /___/                                                         ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ║                                                                     ║
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: Downloaded to shared memory in 63.768s
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnblf8fl0, device:0
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: quantized model in 55.182s
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: Processed model ChaiML/mistral31-24b-dpos1-exp2-sftretry-full in 118.950s
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3/config.json
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3/special_tokens_map.json
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3/tokenizer_config.json
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3/tokenizer.json
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3/flywheel_model.1.safetensors
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral31-24b-dp-49603-v3/flywheel_model.0.safetensors
chaiml-mistral31-24b-dp-49603-v3-mkmlizer: 
Loading 0:   0%|          | 0/363 [00:00<?, ?it/s]
Loading 0:   1%|          | 4/363 [00:00<00:09, 39.65it/s]
Loading 0:   2%|▏         | 8/363 [00:00<00:11, 30.01it/s]
Loading 0:   3%|▎         | 12/363 [00:00<00:11, 31.37it/s]
Loading 0:   4%|▍         | 16/363 [00:00<00:13, 26.43it/s]
Loading 0:   6%|▌         | 21/363 [00:00<00:11, 29.65it/s]
Loading 0:   7%|▋         | 25/363 [00:00<00:12, 26.91it/s]
Loading 0:   8%|▊         | 30/363 [00:00<00:10, 32.21it/s]
Loading 0:   9%|▉         | 34/363 [00:01<00:14, 22.86it/s]
Loading 0:  10%|█         | 37/363 [00:01<00:15, 21.23it/s]
Loading 0:  11%|█         | 40/363 [00:01<00:14, 22.52it/s]
Loading 0:  12%|█▏        | 43/363 [00:01<00:14, 22.27it/s]
Loading 0:  13%|█▎        | 48/363 [00:01<00:12, 26.01it/s]
Loading 0:  14%|█▍        | 51/363 [00:02<00:13, 23.15it/s]
Loading 0:  16%|█▌        | 57/363 [00:02<00:10, 28.23it/s]
Loading 0:  17%|█▋        | 60/363 [00:02<00:12, 24.95it/s]
Loading 0:  18%|█▊        | 65/363 [00:02<00:10, 27.69it/s]
Loading 0:  19%|█▉        | 70/363 [00:02<00:12, 24.08it/s]
Loading 0:  20%|██        | 73/363 [00:02<00:14, 20.30it/s]
Loading 0:  22%|██▏       | 79/363 [00:03<00:11, 25.29it/s]
Loading 0:  23%|██▎       | 82/363 [00:03<00:11, 24.24it/s]
Loading 0:  24%|██▎       | 86/363 [00:03<00:10, 25.76it/s]
Loading 0:  25%|██▍       | 89/363 [00:03<00:10, 25.02it/s]
Loading 0:  25%|██▌       | 92/363 [00:03<00:13, 20.12it/s]
Loading 0:  27%|██▋       | 97/363 [00:03<00:10, 25.57it/s]
Loading 0:  28%|██▊       | 100/363 [00:03<00:10, 25.89it/s]
Loading 0:  28%|██▊       | 103/363 [00:04<00:10, 25.15it/s]
Loading 0:  29%|██▉       | 107/363 [00:04<00:12, 20.91it/s]
Loading 0:  31%|███       | 112/363 [00:04<00:10, 24.25it/s]
Loading 0:  32%|███▏      | 115/363 [00:04<00:10, 24.35it/s]
Loading 0:  33%|███▎      | 120/363 [00:04<00:08, 27.74it/s]
Loading 0:  34%|███▍      | 123/363 [00:04<00:09, 24.38it/s]
Loading 0:  35%|███▍      | 127/363 [00:05<00:08, 27.43it/s]
Loading 0:  36%|███▌      | 130/363 [00:05<00:08, 27.22it/s]
Loading 0:  37%|███▋      | 133/363 [00:05<00:08, 26.67it/s]
Loading 0:  38%|███▊      | 138/363 [00:05<00:07, 29.66it/s]
Loading 0:  39%|███▉      | 142/363 [00:05<00:08, 26.75it/s]
Loading 0:  40%|████      | 147/363 [00:05<00:06, 31.63it/s]
Loading 0:  42%|████▏     | 151/363 [00:05<00:08, 23.61it/s]
Loading 0:  42%|████▏     | 154/363 [00:06<00:09, 21.99it/s]
Loading 0:  43%|████▎     | 157/363 [00:06<00:08, 23.03it/s]
Loading 0:  44%|████▍     | 160/363 [00:06<00:08, 23.44it/s]
Loading 0:  45%|████▌     | 165/363 [00:06<00:07, 27.04it/s]
Loading 0:  46%|████▋     | 168/363 [00:06<00:07, 24.77it/s]
Loading 0:  48%|████▊     | 174/363 [00:06<00:06, 29.49it/s]
Loading 0:  49%|████▉     | 178/363 [00:06<00:06, 27.39it/s]
Loading 0:  50%|█████     | 182/363 [00:07<00:06, 28.04it/s]
Loading 0:  52%|█████▏    | 187/363 [00:07<00:06, 25.57it/s]
Loading 0:  52%|█████▏    | 190/363 [00:07<00:07, 23.35it/s]
Loading 0:  53%|█████▎    | 193/363 [00:07<00:07, 24.10it/s]
Loading 0:  54%|█████▍    | 196/363 [00:07<00:06, 24.42it/s]
Loading 0:  55%|█████▌    | 200/363 [00:22<00:06, 24.42it/s]
Loading 0:  55%|█████▌    | 201/363 [00:22<03:06,  1.15s/it]
Loading 0:  56%|█████▌    | 203/363 [00:22<02:34,  1.04it/s]
Loading 0:  57%|█████▋    | 208/363 [00:22<01:32,  1.67it/s]
Loading 0:  58%|█████▊    | 211/363 [00:23<01:11,  2.14it/s]
Loading 0:  59%|█████▉    | 214/363 [00:23<00:52,  2.81it/s]
Loading 0:  60%|██████    | 218/363 [00:23<00:36,  4.02it/s]
Loading 0:  61%|██████    | 221/363 [00:23<00:27,  5.14it/s]
Loading 0:  62%|██████▏   | 224/363 [00:23<00:22,  6.16it/s]
Loading 0:  63%|██████▎   | 229/363 [00:23<00:14,  9.11it/s]
Loading 0:  64%|██████▍   | 232/363 [00:23<00:12, 10.85it/s]
Loading 0:  65%|██████▌   | 237/363 [00:24<00:08, 14.65it/s]
Loading 0:  66%|██████▌   | 240/363 [00:24<00:07, 15.39it/s]
Loading 0:  68%|██████▊   | 246/363 [00:24<00:05, 20.50it/s]
Loading 0:  69%|██████▊   | 249/363 [00:24<00:05, 19.40it/s]
Loading 0:  70%|███████   | 255/363 [00:24<00:04, 24.28it/s]
Loading 0:  71%|███████   | 258/363 [00:24<00:04, 22.35it/s]
Loading 0:  72%|███████▏  | 263/363 [00:25<00:03, 27.35it/s]
Loading 0:  74%|███████▎  | 267/363 [00:25<00:04, 22.84it/s]
Loading 0:  74%|███████▍  | 270/363 [00:25<00:04, 19.93it/s]
Loading 0:  75%|███████▌  | 274/363 [00:25<00:03, 23.35it/s]
Loading 0:  76%|███████▋  | 277/363 [00:25<00:03, 23.89it/s]
Loading 0:  78%|███████▊  | 282/363 [00:25<00:02, 27.25it/s]
Loading 0:  79%|███████▊  | 285/363 [00:26<00:03, 24.52it/s]
Loading 0:  80%|████████  | 291/363 [00:26<00:02, 29.59it/s]
Loading 0:  81%|████████▏ | 295/363 [00:26<00:02, 27.21it/s]
Loading 0:  82%|████████▏ | 299/363 [00:26<00:02, 27.73it/s]
Loading 0:  84%|████████▎ | 304/363 [00:26<00:02, 25.60it/s]
Loading 0:  85%|████████▍ | 307/363 [00:26<00:02, 23.46it/s]
Loading 0:  85%|████████▌ | 310/363 [00:27<00:02, 24.37it/s]
Loading 0:  86%|████████▌ | 313/363 [00:27<00:02, 24.70it/s]
Loading 0:  88%|████████▊ | 318/363 [00:27<00:01, 28.12it/s]
Loading 0:  88%|████████▊ | 321/363 [00:27<00:01, 25.42it/s]
Loading 0:  90%|█████████ | 327/363 [00:27<00:01, 30.12it/s]
Loading 0:  91%|█████████ | 331/363 [00:27<00:01, 28.28it/s]
Loading 0:  92%|█████████▏| 335/363 [00:27<00:00, 28.67it/s]
Loading 0:  93%|█████████▎| 338/363 [00:28<00:00, 26.48it/s]
Loading 0:  94%|█████████▍| 341/363 [00:34<00:13,  1.63it/s]
Loading 0:  96%|█████████▌| 347/363 [00:35<00:05,  2.72it/s]
Loading 0:  96%|█████████▋| 350/363 [00:35<00:03,  3.40it/s]
Loading 0:  98%|█████████▊| 355/363 [00:35<00:01,  5.03it/s]
Loading 0:  99%|█████████▊| 358/363 [00:35<00:00,  6.04it/s]
                                                            
Job chaiml-mistral31-24b-dp-49603-v3-mkmlizer completed after 145.24s with status: succeeded
Stopping job with name chaiml-mistral31-24b-dp-49603-v3-mkmlizer
Pipeline stage MKMLizer completed in 145.69s
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-mistral31-24b-dp-49603-v3
Waiting for inference service chaiml-mistral31-24b-dp-49603-v3 to be ready
Inference service chaiml-mistral31-24b-dp-49603-v3 ready after 130.4653742313385s
Pipeline stage MKMLDeployer completed in 130.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.692941188812256s
Received healthy response to inference request in 1.9010953903198242s
Received healthy response to inference request in 1.916083812713623s
Received healthy response to inference request in 1.8664686679840088s
Received healthy response to inference request in 2.400428533554077s
5 requests
0 failed requests
5th percentile: 1.8733940124511719
10th percentile: 1.880319356918335
20th percentile: 1.8941700458526611
30th percentile: 1.904093074798584
40th percentile: 1.9100884437561034
50th percentile: 1.916083812713623
60th percentile: 2.1098217010498046
70th percentile: 2.303559589385986
80th percentile: 2.458931064605713
90th percentile: 2.575936126708984
95th percentile: 2.63443865776062
99th percentile: 2.6812406826019286
mean time: 2.1554035186767577
Pipeline stage StressChecker completed in 12.10s
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 0.62s
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 0.61s
Shutdown handler de-registered
chaiml-mistral31-24b-dp_49603_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mistral31-24b-dp-49603-v3-profiler
Waiting for inference service chaiml-mistral31-24b-dp-49603-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 2961.55s
Shutdown handler de-registered
chaiml-mistral31-24b-dp_49603_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral31-24b-dp_49603_v3 status is now torndown due to DeploymentManager action